Parametric and sensitivity analysis of a vibratory automobile model

Size: px
Start display at page:

Download "Parametric and sensitivity analysis of a vibratory automobile model"

Transcription

1 Louisiana State University LSU Digita Commons LSU Master's Theses Graduate Shoo Parametri and sensitivity anaysis of a vibratory automobie mode Kania Nioe Vesse Louisiana State University and Agriutura and Mehania Coege, mixon@su.edu Foow this and additiona wors at: Part of the Mehania Engineering Commons Reommended Citation Vesse, Kania Nioe, "Parametri and sensitivity anaysis of a vibratory automobie mode" (). LSU Master's Theses This Thesis is brought to you for free and open aess by the Graduate Shoo at LSU Digita Commons. It has been aepted for inusion in LSU Master's Theses by an authorized graduate shoo editor of LSU Digita Commons. For more information, pease ontat gradetd@su.edu.

2 PARAMETRIC AND SENSITIVITY ANALYSIS OF A VIBRATORY AUTOMOBILE MODEL A Thesis Submitted to the Graduate Fauty of the Louisiana State University and Agriutura and Mehania Coege in partia fufiment of the requirements for the degree of Master of Siene in Mehania Engineering in The Department of Mehania Engineering by Kania Nioe Vesse B.S. in Mehania Engineering Southern University and A & M Coege, 999 May

3 DEDICATION To my husband Bradey D. Vesse, my parents Theophius and Nordia Mixon, Jr., my grandparents Robert and Mary Piere, my une Eddie Piere, my aunty Debra Morgan, and my sibings, LaKenya, Keesha, Damon, Tearai, and Eri ii

4 ACKNOWLEDGMENTS First and foremost I woud ie to give thans and a honor to God. Without Him I woud not be where I am today. I woud ie to anowedge my major professor Dr. Su-Seng Pang for his ontinued guidane and support whie maing sure I stay foused. Thans aso go to Dr. Yitsha M. Ram and Dr. Lynn Lamotte for serving on the graduate ommittee and evauating my thesis. Thans to Dr. Yitsha M. Ram for serving as o-advisor on my graduate ommittee. Furthermore, I woud ie to than Dr. Mihae A. Stubbefied for his advise and support during this advaned degree program. Thans to my oeagues Ashay Nareshraj Singh and Kumar Viram Singh for their inteetua input. Aso, thans to Savador Cupe-Beeha, Mr. Ed Martin and Jim Layton, Jr. for their assistane in onstruting the ab experiment. Thans to my friends Shani Aison, Caroine Stampey, Tamea Wiiamson, Kristian Johnson, Phaedra Be, Shari Jones, and Thereza Shanin for their ontinued support when times were tough. Thans to the Piere, Carter, Mixon and Wiiams famiy for their ontinued support. My gratitude goes to my une Eddie Piere for being ie a father to me and to my aunty Debra Morgan who has aways been there for me. Speia thans to my mom Nordia Mixon for her faith, guidane, ove, support, strength as singe parent, and for being one of my very best friends as we. Thans to my dad Theophius Mixon, Jr. for being stern when I needed disipine, but aso for being my friend when I needed one. Last but ertainy not east, my husband. Thans for a your ove, support, strength and faith when I needed it. iii

5 Thans to NSF/Interative Graduate Eduation Researh Training and NASA/LaSpae for their finania support to mae this possibe. iv

6 TABLE OF CONTENTS DEDICATION... ii ACKNOWLEDGMENTS... iii LIST OF TABLES... vii LIST OF FIGURES.... viii ABSTRACT... xi CHAPTER : INTRODUCTION.. Genera Introdution.... Vibration in Automotive Industry..... Basis of this Researh Organization and Content of the Thesis.5 CHAPTER : LITERATURE REVIEW 7. Introdution 7. Vehie System Modeing..7.3 Vehie Struture Modes...4 Tire Properties..3.5 Vehie Handing..6 CHAPTER 3: VIBRATION, PARAMETRIC AND SENSITIVITY ANALYSIS.8 3. Introdution Vibration Anaysis Free Vibration Fored Vibration (Harmoni Exitation) Parametri Anaysis Sensitivity Anaysis Equations of Sensitivity Sensitivity of Vibration.45 CHAPTER 4: EXPERIMENTAL VERIFICATION Introdution Experimenta Determination Equipment Setup Proedure Resuts Anaytia Determination Vibration Anaysis Parametri Anaysis..68 v

7 4.3.3 Sensitivity Anaysis CHAPTER 5: CONCLUSION AND RECOMMENDATIONS Conusion Reommendations for Future Researh...75 REFERENCES.76 APPENDIX: MATLAB PROGRAMS...78 VITA vi

8 LIST OF TABLES Tabe 3.: Poes of the system... Tabe 3.: Eigenvetors of the system...3 Tabe 3.3: Ranges for eah parameter for parametri anaysis..3 Tabe 3.4: Sensitivity anaysis for Tabe 3.5: Sensitivity anaysis for λ / J λ / J Tabe 4.: Experimenta and anaytia parametri anaysis resuts Tabe 4.: Experimenta and anaytia sensitivity anaysis resuts...73 vii

9 LIST OF FIGURES Figure.: Boune and pith modes of vibration 5 Figure 3.: -degree of freedom system 9 Figure 3.: Poes of the system for free vibration.. Figure 3.3: First mode shape (absoute, rea and imaginary part). 3 Figure 3.4: Seond mode shape (absoute, rea and imaginary part). 4 Figure 3.5: Third mode shape (absoute, rea and imaginary part)....4 Figure 3.6: Fourth mode shape (absoute, rea and imaginary part)..5 Figure 3.7: -degree of freedom system with externa fore.7 Figure 3.8: Magnitude in boune mode for fored vibration Figure 3.9: Phase funtion in boune mode for fored vibration..8 Figure 3.: Magnitude in pith mode for fored vibration..9 Figure 3.: Phase funtion in pith mode for fored vibration....9 Figure 3.: Parametri anaysis for J-magnitude in boune mode...3 Figure 3.3: Parametri anaysis for J-phase funtion in boune mode....3 Figure 3.4: Parametri anaysis for J-magnitude in pith mode..3 Figure 3.5: Parametri anaysis for J-phase funtion in pith mode Figure 3.6: Parametri anaysis for m-magnitude in boune mode.34 Figure 3.7: Parametri anaysis for m-phase funtion in boune mode...34 Figure 3.8: Parametri anaysis for m-magnitude in pith mode.35 Figure 3.9: Parametri anaysis for m-phase funtion in pith mode Figure 3.: Parametri anaysis for -magnitude in boune mode 36 Figure 3.: Parametri anaysis for -phase funtion in boune mode..37 viii

10 Figure 3.: Parametri anaysis for -magnitude in pith mode 38 Figure 3.3: Parametri anaysis for -phase funtion in pith mode Figure 3.4: Parametri anaysis for -magnitude in boune mode 39 Figure 3.5: Parametri anaysis for -phase funtion in boune mode Figure 3.6: Parametri anaysis for -magnitude in pith mode 4 Figure 3.7: Parametri anaysis for -phase funtion in pith mode....4 Figure 3.8: Rea part of sensitivity of the eigenvaues for both DOF( J ) Figure 3.9: Imaginary part of sensitivity of the eigenvaues for both DOF ( J )...48 Figure 3.3: Rea part of sensitivity of the eigenvaues for both DOF( m )...5 Figure 3.3: Imaginary part of sensitivity of the eigenvaues for both DOF ( m )..5 Figure 3.3: Rea part of sensitivity of the eigenvaues for both DOF( )... 5 Figure 3.33: Imaginary part of sensitivity of the eigenvaues for both DOF ( )..5 Figure 3.34: Rea part of sensitivity of the eigenvaues for both DOF( )...53 Figure 3.35: Imaginary part of sensitivity of the eigenvaues for both DOF ( )..53 Figure 4.: Compete experimenta setup..57 Figure 4.: -DOF mass-spring system.58 Figure 4.3: -DOF mass-spring system with added mass.59 Figure 4.4: -DOF mass-spring system with stiffness modifiation Figure 4.5: Cose-up of mass-spring system modifiation Figure 4.6: Resuts for mass-spring system... 6 Figure 4.7: Snap shot resuts for added mass, m =.63 g..63 Figure 4.8: Snap shot resuts for added mass, m =. g..64 ix

11 Figure 4.9: Snap shot resuts for mass-spring system, 3 =9.7 N/m...65 Figure 4.: Snap shot resuts for mass-spring system, 3 =33 N/m Figure 4.: Experiment-imaginary part of sensitivity for both DOF (mass)...7 Figure 4.: Experiment-imaginary part of sensitivity for both DOF ( 3 )....7 x

12 ABSTRACT Vibration response is an important aspet of any engineering probem. This thesis deas with deveoping a method to obtain the vibration, parametri and sensitivity of an automobie anayzed as a -DOF rigid body system with damping. The fous of the vibration anaysis is to obtain the poes, eigenvetors, and natura frequenies of the system. The parametri anaysis gave information on how the natura frequeny is affeted when one of the parameters is perturbed. Information about how muh the system is affeted by the hange in one parameter is what is obtained from the sensitivity anaysis. The theoretia soution ontained in this report uses the parameters of a Honda CR-V to give a genera idea of how an automobie shoud respond when anayzed as a two degree of freedom rigid body. An experiment was designed to impement the theory in pratia appiations. Moda testing was appied to extrat the natura frequenies in order to haraterize the system. From the experiment, the parametri anaysis produed resuts that resuted in error of %. This error is sma and it may seem the experiment is a good design, but that error aused an even greater amount of error in the sensitivity resuts. In that anaysis, the stiffness produed the best resuts, resuting in % error. However, the error for the sensitivity on the mass resuted in % for the first eigenvaue and % for the seond eigenvaue. This high error oud be due to the fat that the mass is a sensitive parameter. For the most part, fairy aurate resuts have been produed from the deveoped theory. Some wor sti needs to be done with the sensitivity to get better resuts. These resuts aso prove that this theory an serve as a vita too in deveoping pratia soutions to vibration ontro probems. xi

13 CHAPTER : INTRODUCTION. Genera Introdution Vibration, whih ours in most mahines, strutures, and mehania omponents, an be desirabe and undesirabe. Vibrations on the strings of a harp are desirabe beause it produes a beautifu sound. However, vibration in a vehie is very undesirabe beause it an ause disomfort to the passengers in the vehie. Vibration is undesirabe, not ony beause of the unpeasant motion, the noise and the dynami stresses, whih may ead to fatigue and faiure of the struture, but aso beause of the energy osses and the redution in performane whih aompany the vibrations. Vibration anaysis shoud be arried out as an inherent part of the design beause of the devastating effets, whih unwanted vibrations oud have on mahines and strutures. Modifiations an most easiy be made in an effort to eiminate vibration, when neessary or to redue it as muh as possibe. There are severa assifiations of vibration, free and fored, undamped and damped, and inear and noninear vibration. Free vibration is when a system, after an initia disturbane, is eft to vibrate on its own. No externa fore ats on the system. If a system is subjeted to an externa fore, the resuting vibration is nown as fored vibration. If the frequeny of the externa fore oinides with one of the natura frequenies of the system, a ondition nown as resonane ours, and the system undergoes dangerousy arge osiations. Undamped vibration is when no energy is ost or dissipated in frition or other resistane during osiations. On the other hand, when energy is ost in this way, it is nown as damped vibration. Linear vibration is when a the variabe fores are direty proportiona to the dispaement, or to the derivatives of

14 the dispaement, with respet to time. On the other hand, if any of the variabe fores are not direty proportiona to the dispaement, or to its derivatives with respet to time noninear vibration ours. In vibration, a number of simpifying assumptions have to be made to mode any rea system. For exampe, a distributed mass may be onsidered as a umped mass, or the effet of damping in the system may be negeted partiuary if ony resonant frequenies are sought, or a non-inear spring may be onsidered inear, or ertain eements may be negeted atogether if their effet is iey to be sma. Furthermore, the diretions of motion of the mass eements are usuay restrained to those of immediate interest to the anayst... Vibration in Automotive Industry An automobie is made up of many omponents. These omponents inude suspension, engine and its omponents, hassis, transmission, braing, et. and represent the many subsystems in a muti-degree of freedom anaysis. Yet, for many of the more eementary anayses appied to it, a omponents move together. The type of anaysis used depends on what omponent is being investigated. For exampe, under braing, the entire vehie sows down as a unit; thus it an be represented as one umped mass oated at its enter of gravity with appropriate mass and inertia properties. One mass is suffiient for aeeration, braing, and most turning anayses. For ride anaysis, it is often neessary to treat the whees as separate umped masses. In that ase, the umped mass representing the body is the sprung mass, and the whees are denoted as unsprung masses. The vehie is treated as a mass onentrated at its enter of gravity for singe mass representation. The point mass at the enter of gravity, with appropriate rotationa

15 moments of inertia, is dynamiay equivaent to the vehie itsef for a motions in whih it is reasonabe to assume the vehie to be rigid... Basis of this Researh Engineering students often understand the theories and prinipes onerning vibration by doing homewor assignments or performing ab experiments. However, it is not simpe to design an experiment to impement these simpe prinipes. A simpe thing as determining the spring fore of a spring or the natura frequeny of a simpe system an be a diffiut experiment to perform. With homewor assignments it is easy to use the nown equations and given information to sove the probem without muh thought. The same goes for ab experiments, the setup is given and the proedure is foowed without muh thought as to why ertain omponents are hosen. A mehania systems have natura frequenies. When anayzing these systems engineers sometimes appy rigid body dynamis. Rigid body dynamis has been used in many industries suh as automotive, agriutura and aerospae. In industry, muti-degree of freedom (DOF) systems is used to obtain measurements and simuate movement under ertain onditions. The purpose of a muti-dof system is to represent the subsystems of the body. When simpifying a mehania system in terms of a rigid body, it is neessary to determine the best method to do that. Tae for instane the researh of Chrstos in []. He was interested in vehie parameters required for vehie dynamis simuation and determined there are three ategories used to deveop the vehie dynamis simuation. The three ategories are ow DOF inear modes, noninear umped parameter modes, and muti-body dynami modes. 3

16 The sophistiation of simuation deveoped has ranged from -DOF inear modes used to study ow severity vehie behavior to ompex muti-body formuations used to investigate imit handing performane and vehie roover. The usage of the -DOF modes is ony a tehnique to extrat meaningfu parameters from measured data. Evauation methods using an unreasonabe number of parameters have no purpose for the deveopment of new ars or for omparison of simiar ars sine drivers preferene vary widey in various handing harateristis. Mimuro et a. showed this in their researh in []. He was interested in parameter evauation of vehie dynami performane. These engineers deveoped a Four Parameter Evauation Method. The atera transient response data was urve fitted with a -DOF mode and the parameters are extrated. The four parameters were expressed in a rhombus to hep reognize vehie performane intuitivey. The area of the rhombus denotes vehie handing potentia, and the distortion denotes handing tendeny. The ey point of this method was maing it possibe to see the parameters that ontradit eah other at a gane []. The use of rigid body dynamis in system anaysis an assist in any objetive the engineer is trying to obtain, it is ie a stepping-stone in system anaysis. The parameters of fous for this experiment are mass ( m ), stiffness ( ), damping ( ), and moment of inertia ( J ). Two types of vibration wi be investigated, free and fored. For both types of vibration, the theoretia resuts wi be ompared to the experimenta resuts. The automobie body or sprung mass has two vibrations that are of interest for this experiment, vertia (boune) and pith. Figure. shows these two modes of vibration. Boune is the transationa omponent of ride vibrations of the sprung mass in the diretion of the vehie z-axis. Pith is the anguar omponent of ride vibration of the 4

17 sprung mass about the vehie y-axis. Therefore, the automobie wi be investigated as a rigid body -DOF system with damping. In addition to the vibration anaysis, a parametri and sensitivity anaysis wi be performed as we. The parametri anaysis wi oo at how perturbations in one parameter affet the natura frequeny. The sensitivity anaysis wi oo at how sensitive a parameter is to hange in one or severa other parameters. Boune y Pith x z Figure.: Boune and pith modes of vibration. Organization and Content of the Thesis This thesis is divided into five setions, the struture and ontent of whih are desribed beow: Setion : Introdution (Chapter ) This setion is a genera introdution to the subjet of vibration, parametri and sensitivity anaysis, foowed by a desription of the organization and ontent of the thesis. 5

18 Setion : Literature Review (Chapter ) This setion is a iterature review to investigate the effet of vibration on the automobie. This setion reviews aboratory studies, whih have investigated the effet of various parameters on automotive vibration. This setion aso onsists of reviews that have investigated vibration on ertain omponents of the automobie, as we as onsidering the automobie with ertain degrees of freedom. Setion 3: Vibration, Parametri and Sensitivity Anaysis (Chapter 3) This setion desribes the theory for modeing free and fored vibration for a -DOF system with damping. Aso inuded are the ontributions of this experiment, whih have not been previousy investigated. The ontributions are the parametri and sensitivity anaysis for eah parameter. Setion 4: Experimenta Verifiation (Chapter 4) Chapter 4 disusses the measurement proess and the measurement instrument used for our experiment, as we as the experimenta setup and resuts of the experiment. Setion 5: Conusion and Reommendations (Chapter 5) This setion ontains a summary of the prinipe onusions reahed on the basis of the iterature review and subsequent experimenta wor. Inuded in this Chapter are reommendations for the diretion of future researh reating to vibration, parametri and sensitivity anaysis. 6

19 CHAPTER : LITERATURE REVIEW. Introdution The iterature reviews that foow are to support the use of rigid body dynami anaysis. Using a -DOF mode annot ony be used to see the frequenies of the system, but aso to oo at the effets of the suspension or the tires. Athough ony the boune and pith modes are being investigated, the automobie has other modes that an be investigated with a -DOF or a muti-dof system. The iterature on the tires is to show that using the stiffness,, is justifiabe in representing the tires. This hapter is divided into 4 setions: Vehie System Modeing, Vehie Struture Modes, Tire Properties and Vehie Handing.. Vehie System Modeing Hovarth was interested in vehie system modeing in order to provide a method of obtaining the dynami response of the fu vehie when the dynami harateristis of eah omponent are nown in [3]. A omparison was made between a Finite Eement (FE) Approah and Moda Modeing. In the FE Approah, the mass and stiffness properties of the eements are representative of the properties of the rea struture at the same oation. The Moda Modeing method was based upon the fat that a strutura omponent an be mathematiay represented by its moda harateristi as we as by distributed mass and stiffness. In other words, moda modes an be used as buiding bos and ouped to mathematia modes of the vehie s other subsystems to simuate the behavior of the ompete vehie system. To obtain the best resuts for moda 7

20 modeing, the vehie was divided into 4 subsystems. The moda modeing tehnique with 4-subsystem division was the best anaysis tehnique beause eah subsystem assured the simpest approah neessary to obtain the required resuts. Therefore, the moda modeing tehnique oud dramatiay redue the probem size and ost with no redution in auray when ompared to the FE approah. Davis further investigated moda modeing by fitting the mode to measure frequeny responses in [4]. The foundation of moda modeing is the foowing prinipe: Vibrationa response of any struture an be onsidered to be the sum of the responses of a set of ouped modes. The foowing 4 vehie struture modes were examined: boune, pith, and beaming modes. He onuded that the dynami behavior of any struture an be ompetey simuated by a moda mode. It is extremey important to predit how the vehie struture interats with its subsystems in order to obtain the tota vehie system. This is why moda modes have beome so usefu. Spehart deveoped a 4-DOF mathematia mode to anayze and predit the handing dynamis of a 4-whee vehie in [5]. There was no aowane for the defetion of any member; therefore, the vehie was treated as an assemby of rigid masses when deriving the equations of motion. This study determined that sma hanges in the suspension design oud mae a notieabe differene in handing. The greatest soures of error in prediting the dynami response were attributed to the unertainty in determining the exat vehie parameter and the performane of tires. Simi and Petronijevi foused on the ar body as an easti struture in [6]. The moda vetor, driving fore, frequeny and vibration harateristis of the easti automobie struture determine the frequeny response. They measured the vibrationa 8

21 harateristis of the automobie body under the harmoni exitation fores at 5 points. The ar body tested was freey supported on four springs. They reaized the input signas oud determine the atua vibration ondition of a partiuar area of a ar body. Possibe hepfu toos in the proess of designing and deveoping the ar body are information about the oation of neutra ines and the shape of vibration modes. Daberow and Kreuzer investigated the integration of Soid Modeing Computer Aided Design (CAD) systems within a dynami simuation environment in [7]. The modeing of a mehania system by means of a muti-body system is based on the omposition of rigid bodies, interonneted by joints, springs, dampers and atuators. The appied fores and torques on the rigid bodies are the fore eements, whih inude springs, dampers and atuators ating in disrete attahment points. Joints with different inemati properties have severa effets on a mehania system. They onstrain the motion of the bodies of the system, determine the DOF of the muti-body system, and resut in onstraint fores and torques. In order to investigate a system without onsidering the geometri mode, modeing method and the soid mode onstrution of the CAD system in use, ertain basi parameters are needed. The basi parameters needed for system dynamis investigations are mass, enter of gravity and moments of inertia. The objet-oriented asses and operations of this new approah are impemented in a system-independent muti-body modeing erne ibrary. Huang and Chao used a quarter-ar -DOF system to design and onstrut the onept of a four-whee independent suspension to simuate the ations of an ative vehie suspension system in [8]. A mode-free fuzzy ogi ontro agorithm is empoyed to design a ontroer for ahieving vibration isoation [8]. To satisfy the 9

22 expetations of ustomers the requirements of ride omfort and driving performane are major deveopment objetives of modern vehies. The suspension system is an important fator to the ride omfort and driving apabiity. The ative suspension onsists of a spring, damper and atuator between the unsprung mass and sprung mass, where the sprung mass is onsidered as a rigid body. The fuzzy ogi ontro agorithm suppressed the sprung mass vibration ampitude due to road variation. The vehie suspension served to suppress the vibration ampitude of the vehie body. This prevented the tire bouning from the road surfae owing to exessive tire deformation. In order to obtain ride omfort the spring and damping fores ating on the body must be ompensated for. The ontro was used to ompensate for these fores ating on the body. The experimenta resuts showed that this ontro strategy has suessfuy redued the osiation ampitude of the vehie body and improved the ride omfort. Varadi et a. foused on a three-dimensiona, omputationay inexpensive vehiuar mode in [9]. In the past the vehie s sprung mass is modeed as a rigid body, but in this researh it is modeed as a nonineary deformabe body. The theory of a Cosserat point was introdued to mode three-dimensiona deformabe bodies with arge deformations. When the theory of a Cosserat point is appied to vehie dynamis, it is assumed that the sprung mass is deformabe. When appied to the sprung mass of a vehie, it resuts in a mathematia mode with reativey few degrees of freedom whose deformation an be used to expain the vents arising during a oision [9]. The methods used for rigid body modes an be appied to the modeing of the unsprung mass of the vehie and the tire/road interation.

23 Zhang et a. investigated how two beam eements suspension/suspension modes with rigid vehie body representation and finite eement tires were studied under proving ground onditions in []. The ony differene between the two modes was that one used fexibe beam eements and the other used rigid beams. One of the obvious advantages of onduting rigid body dynamis anaysis is timing. The main purpose was to show how suspension/suspension omponent fexibiity and the onsequene of sma deformations in these omponents oud affet the noninear dynami anaysis resuts. A the ompiane/stiffness study resuts showed that there were differenes between a suspension/suspension mode with deformabe omponents and one with ony rigid body representation. In onusion, the vehie dynami anaysis resuts an be greaty affeted by the type of suspension/suspension sub-system representation being used. The rigid vehie body struture representation used in the present study had definitey some infuene on the vehie s dynami harateristis and the simuation resuts..3 Vehie Struture Modes Kawagoe et a. were interested in the infuene of ro behavior on drivers evauating handing performane in []. Prototype ars were used for the experiment. In the past, ro behavior of performane has been diffiut to predit. In the past, indies for evauating ro behavior has not orreated we with subjetive evauations. To improve ro behavior, the suspension properties of prototype ars had to be adjusted. The resuts suggested that vehie pith motion is osey reated to the sensation of ro. In onusion, pith motion is an effetive evauation index for vehie ro behavior and it orreates we with subjetive evauation resuts. Controing pith motion during ro to a ower mode at the front end reative to the rear is extremey important. This is the

24 ey to aeptabe ro behavior. Controing of the pith motion an be ahieved by designing suitabe ro enter harateristis, noninear oad hanges and damping fore oeffiients. Mehrabi et a. presented a parametri study of automated vehies using the sensitivity theory in []. A sixth order dynami mode of an axisymmetri vehie was deveoped to represent its 3-DOF motion in the atera, yaw and ro modes. Important parameters of the vehie are grouped into three separate vetors, inertia, stiffness and damping, and geometri-inemati parameter, respetivey. They investigated the effets of various parameters of automated vehies on their dynami performane. The resuts are usefu for the design of both the mehania struture of a vehie and the its steering ontroer. Simuation resuts show that an inrease in the mass of the vehie signifianty dereases the steady-state atera veoity of the vehie. Sprung mass and ro moment of inertia affet the ro transient response. Both transient and steady state responses of atera veoity and yaw rate of the vehie are sensitive to the ornering stiffness of the front tires. Stiffness and damping parameters had virtuay no effet on the steady-state vaue of ro motion. Any inrease in the forward vehie speed inreases the yaw rate onsideraby beause it is the most sensitive state. In genera, the vehie parameters direty reated to ro motion did not ontribute signifianty to the yaw and atera motion. The most signifiant parameter affeting a the motion of the vehie, espeiay yaw rate, was the forward speed of the vehie. The geometri-inemati parameters were the most infuentia on the performane of the vehie, espeiay the yaw rate []. Inertia parameters were the most infuentia when it ame to the transient parts of the various responses.

25 E-Demerdash was interested in the performane of hydro-pneumati imited bandwidth ative suspension system using a haf ar mode in [3]. The boune and pith motions for the sprung mass and vertia DOF for the unsprung mass are onsidered. With the passive suspension systems it is diffiut to ahieve the onfiting requirements. This was beause the prinipe vehie dynami modes: boune, pith and ro, ride omfort and maneuverabiity modes, must have different natura frequenies and damping for optimum suspension design. The haf vehie mode is more onvenient to study their infuene on the interations between the body boune and pith motions and to design the passive as we as the ative suspension systems. The resuts showed that the system with wheebase orreation provides % improvement in pith aeeration and 8% redution in the body vertia aeeration at the rear suspension onnetion ompared with unorreated system. In omparison with passive system, there is 44% redution in the pith aeeration and 9% improvement in the body vertia aeeration at the rear suspension onnetion. This redution in the pith aeeration was usefu to improve the ride omfort in the ongitudina diretion. The advantage of the proposed suspension system was that its hydraui omponents are standard and ommeriay avaiabe in the maret..4 Tire Properties Loeb et a. examined on the reaxation ength of a tire in [4]. The mehania harateristis of the pneumati tire have a arge infuene on the vehie handing performane and diretiona response. Kinemati properties are those that our when the tire is roing on a surfae. The mehania properties onsist of spring-ie properties measured with the tire in a stationary ondition [4]. The spring rate of the 3

26 tire is tested using a Firestone mehania spring rate test rig. An inreasing oad is appied to the tire and the resuting defetions are reorded and then potted. The atera stiffness is determined by auating the initia sope of this pot. Performing a eastsquares urve fit on the measured data and evauating the derivative of the resutant equation at zero defetion an find the sope. They onuded that the ornering stiffness and atera stiffness of a tire might be used to estimate the reaxation ength. Chiesa and Rinonapi ooed at a new mathematia mode deveoped to aount for noninearities between vehies and tires in [5]. Latera and vertia stiffness have basi infuenes on the behavior of the ar in sudden and severe maneuvers; therefore, these two properties of the tire were investigated. They examined the behavior of the ar in various types of maneuvers at a onstant speed. The vertia fexibiity of the tires is not onstant and tends to redue with the atera fore between the tire and the road. They inreased the number of DOF of the mode to inude the ro of the unsuspended masses and the onsequent inrease in body ro in order to tae aount in a rigorous manner of this fexibiity. The inrease in DOF ours beause the ro is not opposed by the rigidity of the suspension aone but by a ower rigidity. The ower rigidity is due to the effet of the fexibiity of the tires being in series with that of the suspensions. The mathematia mode is a system of seven differentia equations. Three of the equations invove atera, yaw, and ro movements of the ar and the other four of the equations invove the reative movements between the tread of the tires and the whee due to atera fexibiity of the tires. An inrease in the atera reation for equivaent vaues of tire sip ange and vertia oad generay produes onsiderabe improvements on the behavior of the vehie. The negative side to this is that the frequeny of osiations to whih the 4

27 vehie is subjeted in the fina part of eah test is in fat notieaby inreased. A positive effet was the inrease in the atera easti rigidity beause it produed effets of more modest dimensions. Ceary, the atera easti rigidity was seen to be a fator that damps the osiations of the vehie. The tas of the driver in hoding the ar on its path is inreased if the osiation of the ar were numerous. By baaning the inrease in the ornering stiffness with a simutaneous inrease in the atera easti stiffness the designer has the possibiity of eiminating or reduing this troube. The auating proedure and the mathematia mode adopted assist in genera to foreasting the effets of any modifiation on the parameters of the ar or of the tires without atuay buiding the vehie [5]. They onuded the evauation of handing harateristis of a vehie must onsider the tota dynami system of the vehie, whih is, the sprung and unsprung masses, the suspension system, and the tires. Tayor et a. investigated the vertia stiffness measured for a radia py agriutura drive tire using five methods: Load-defetion, non-roing vertia free vibration, non-roing equiibrium oad-defetion, roing vertia free vibration, and roing equiibrium oad-defetion in [6]. At a infation pressures, non-roing free vibration resuted in the highest stiffness, and oad-defetion and non-roing equiibrium oad defetion resuts were simiar. The natura frequeny was measured by timing the sma osiations of eah frame whie they were suspended from the pivot point. Osiations were initiated by pushing the frame, whih was then aowed to move freey [6]. The range of motion for the tire inreased when the vertia oad on the tire was inreased. The natura frequeny, the mass moment of inertia of the frame assemby, and the distane from the pivot point of the frame to the axe were required to determine the 5

28 vertia stiffness for a given ondition. The measurement method impats the resuts beause of the notieabe differenes in vertia stiffness, eading the authors to beieve the five methods aused bias in the resuts..5 Vehie Handing Saaani et a. ombined muti-body dynamis with subsystem modes to provide state-of-the-art high fideity vehie handing dynamis for rea-time simuation in [7]. The partiuar formuation hosen to represent the vehie as osey as possibe depends heaviy on how the parameters are obtained from the physia system. The vehie response effets to be modeed must be speified in the muti-body approah. The mutibody formaism in onjuntion with other subsystems is needed to simuate a ompete vehie mode. The muti-body reursive formuations an be used to mode rigid-body noninear motions. They disovered that the vehie subsystems have beome the fundamentas to ompement vehie dynamis simuation. The vehie subsystem modes are as important as rigid body dynamis. Naez and Bindemann foused on the deveopment of four-whee steering systems for passenger vehies in order to enhane their handing properties in [8]. Previous researh on this subjet is usuay based on anaysis of the assi -DOF inear biye mode; however, by using the -DOF biye mode important effets suh as suspension inematis, atera weight transfer and hassis ro are ignored. Therefore, a non-inear 3-DOF vehie mode was used to represent eah suspension as a three dimensiona mehanism. They aso used spatia inematis to simuate suspension motion, giving the simuation the abiity to determine the hange in whee steer and amber anges aused by hassis ro. These two men negeted aerodynamis. By doing 6

29 this, the ony fores and moments, whih at on the vehie, are gravity, and those produed by the tires at the four ontat pathes. The mode is a 3-DOF, three mass mode that onsists of a sprung mass and the unsprung masses of front and rear suspension systems, whih are onneted to the sprung mass through the vehie ro axis. The 3-DOF used for the vehie mode is atera dispaement, vehie yaw and the sprung mass ro ange [8]. They determined that suspension inematis, bump and ro steer infuene vehie response. The resuts showed that suspension and steering systems shoud be designed to either minimize the effets of bump and ro steer, or use these effets to enhane vehie stabiity and response. Mousseau et a. foused on the advent of muti-body system simuations (MSS) programs in [9]. MSS was effetive in prediting the handing performane of vehies; but not as suessfu in prediting the vehie response at frequenies that are of interest in ride harshness and durabiity appiations. For instane, when traveing on fat surfaes a rigid body vehie mode may prove adequate for prediting the handing response. On the other hand, a rigid body vehie may prove inadequate for simuating a vehie traveing over irreguar terrain, sine high-frequeny modes may be exited in the vehie and tire struture. They simuated the vehie with a MSS program. The tires were simuated with noninear FE programs. A simpe -DOF-vehie dynamis mode and a singe-tire FE mode were used for this approah. They assume that rigid bodies an adequatey represent omponents with signifiant masses. The resuts of this study indiate that this approah is a viabe tehnique for simuating vehie dynami response on rough roads [9]. 7

30 CHAPTER 3: VIBRATION, PARAMETRIC AND SENSITIVITY ANALYSIS 3. Introdution This hapter deas with the theoretia anaysis for free and fored vibration. The resuts wi aso inude ases for parametri and sensitivity anaysis. The purpose of the theoretia anaysis using reaisti vaues is to show what happens under rea onditions. 3. Vibration Anaysis 3.. Free Vibration Systems that require two independent oordinates to desribe their motion are aed two DOF systems. Consider the system shown in Figure 3., in whih a mass m is supported on two springs. Assuming that the mass is onstrained to move in a vertia pane, the position of the mass, m, at any time an be speified by a inear oordinate u () t, indiating the vertia dispaement of the enter of gravity of the mass, and an anguar oordinate θ () t, denoting the rotation of the mass m about its enter of gravity. Thus, the system has two degrees of freedom. It is important to note that in this ase the mass m is not treated as a point mass, but as a rigid body having two possibe types of motion. There are two equations of motion for a two DOF system and are generay in the form of ouped differentia equations; that is, eah equation invoves a the oordinates. 8

31 9 From the Free Body Diagram in Figure 3., the equations of motion an be obtained. With the positive vaues of the motion variabes as indiated, the fore equiibrium equation in the vertia diretion an be written as = u u ma F + + = θ θ θ θ & & & & && u u u u u m (3.) or equivaenty, ( ) ( ) ( ) ( ) = θ θ u u u m & & & &. (3.) The moment equation about the C.G. an be expressed as = α G I G M = = θ θ θ θ θ & & & & & & u u u u I G (3.3) or equivaenty, ( ) ( ) ( ) ( ) 4 4 = θ θ θ u u I G & & & &. (3.4) θ u Figure 3.: -degree of freedom system θ u Figure 3.: -degree of freedom system

32 Equations (3.) and (3.4) an be rearranged and written in matrix form as ( ) ( ) ( ) ( ) ( ) ( ) ( ) = θ θ θ u u u I m G & & && &&. (3.5) During free vibration at one of the natura frequenies, the ampitudes of the two DOF (oordinates) are reated in a speifi manner and the onfiguration is aed a norma mode, prinipa mode, or natura mode of vibration. The system has damped natura frequenies instead of natura frequenies beause there is damping in the system. The damped natura frequeny is essentiay, ζ ω ω = n d, where ζ is the damping ratio. Thus a two DOF system has two norma modes of vibration orresponding to the two damped natura frequenies. Now the equations of motion an be used to obtain the poes (eigenvaues) and modes shapes (eigenvetors) for free vibration. A pubished artie on tire parameters states that for a singe tire, the tire spring and damping rates usuay fa into the ranges of 75 to 3 N/m and N-s/m, respetivey []. The vaues for,, m and are taen from the Honda CR-V mode. The vaues for,,, and are pied arbitrariy from the pubished ranges given previousy. Hene, the vaues for the parameters are the foowing: m s N m s N m N m N m m g m /., / `, / 6, / 45,.95,.53, 59 = = = = = = =

33 where m is the mass in iograms, is the distane from the mass enter to end of rigid body, is the distane between front spring to rear spring, and are the spring and damping rate for both front tires, and and are the spring and damping rate for both rear tires. Note in the pages remaining, matries are represented in bod apita etters and vetors are represented as bod owerase etters. For free vibration, the genera equations of motion are of the form M u& + Cu& + Ku =. (3.6) A first order reaization of Equation (3.6) is I u I u& = K u& C M u&& (3.7) where I A =, K (3.8) I B = C M (3.9) and This eads to u z =. (3.) u & Az Bz& =. (3.) The response of this system taes the form λt () t ve z = (3.) where v is a onstant vetor. Substituting (3.) in (3.) eads to the eigenvaue probem

34 ( A B) v = λ. (3.3) In this ontext the vetor v is aed the eigenvetor and λ are the eigenvaues. Further resuts are done using MATLAB. The simuation resuts are shown in Tabe 3. and Figures The system is stabe when the rea part of a poes is negative as indiated in Figure 3.. In Tabe 3., V and V are a ompex onjugate pair and V3 and V4 are aso a ompex onjugate pair of vetors. With ompex numbers in vibration, the rea part is assoiated with the damping in the system and the imaginary part is assoiated with the frequeny in the system. Tabe 3.: Poes of the system Poes s s s 33 s 44 Vaue i i i i Im Re Figure 3.: Poes of the system for free vibration

35 Tabe 3.: Eigenvetors of the system V V V3 V i i i i.4 -.i.4+.i.6-.84i.6+.84i i i i i. +.49i.-.49i i i..8 Mode Shape.6.4 Abs. Imag Rea Index of points Figure 3.3: First mode shape (absoute, rea and imaginary part) 3

36 Abs Mode Shape Rea Imag Index of points Figure 3.4: Seond Mode (absoute, rea and imaginary part).8.6 Mode Shape.4. Abs -. Imag Rea Index of points Figure 3.5: Third Mode (absoute, rea and imaginary part) 4

37 .8.6 Mode Shape Abs Imag Rea Index of points Figure 3.6: Fourth Mode (absoute, rea and imaginary part) 3.. Fored Vibration (Harmoni Exitation) In genera, the dynami of a harmoniay exited n degree-of-freedom system is governed by the equations M u& + Cu& + Ku = g sinωt + h osωt (3.4) () = x, u() v u & = (3.5) where g, h, x and v are onstant vetors. The soution of the probem an be obtained by soving two simper probems. The first assoiated with the homogeneous soution, the other with the partiuar soution, and then superimposing the resuts. This means, where () t u P () t u () t u = + (3.6) u P is the partiuar soution of H Mu& + Cu& + Ku = gsinωt h osωt. (3.7) P P P + 5

38 Trying a soution of the form p () t p osωt qsinωt u = + (3.8) eads to the matrix K ω M ωc ωc p h = K ω M q g (3.9) whih determines p and q giving the soution u () t. The genera soution, u, whih depends on an arbitrary ombination of n ineary independent funtions, of the homogeneous probem H M u& Cu& + Ku =. (3.) H + H H Trying a soution of the form p st u H = re (3.) where s is the eigenvaues and r is the eigenvetor. A more genera soution of Equation (3.) is n j u = a r e (3.) H j= j j s t and is expressed as a ombination of n ineary independent funtions where a j are onstants. The step-by-step formuation to obtain the eigenvaue probem for the homogenous soution is aready given in Equations (3.6)-(3.3). The homogeneous soution is what was overed in Setion 3..; therefore the partiuar soution is of more interest. The equations of motion for fored vibration for the system in Figure 3.7, where h =, are as foows, 6

39 7 ( ) ( ) ( ) ( ) ( ) ( ) ( ) = sin 4 4 t I m G ω g θ u θ u θ u & & && &&. (3.3) The soution for Equation (3.3) an aso be written in the form () ( ) Θ U u = t t ω sin (3.4) where U is the magnitude and Θ is the phase funtion. Equation (3.3) is the governing equation and omputer simuations wi be used for further resuts. The resuts are shown in Figures 3.8 to 3.. θ u Figure 3.7: -degree of freedom system with externa fore g sin ωt θ u Figure 3.7: -degree of freedom system with externa fore g sin ωt

40 -4-5 Magnitude, U (radians) Damped Natura Frequeny, ω d (rad/se) Figure 3.8: Magnitude in boune mode for fored vibration 4 3 Phase, Θ (radians) Damped Natura Frequeny, ω d (rad/se) Figure 3.9: Phase funtion in boune mode for fored vibration 8

41 -5-6 Magnitude, U (radians) Damped Natura Frequeny, ω d (rad/se) Figure 3.: Magnitude in pith mode for fored vibration 4 3 Phase, Θ (radians) Damped Natura Frequeny, ω d (rad/se) Figure 3.: Phase funtion in pith mode for fored vibration By not speifying a speifi vaue for the frequeny of the externa fore aows for a parametri anaysis to see when arge ampitude of vibration ours. Figure 3.8 to 9

42 3. show what happens when arge ampitude of vibration ours. Large ampitude vibration is when the frequeny of the externa fore oinides with one of the damped natura frequenies of the system, and the system undergoes dangerousy arge osiations. 3.3 Parametri Anaysis Parametri studies of dynamia systems are an important tas in a major engineering design. This is espeiay true in the design of ontro systems, when the fous is for ow sensitivity to parameter variations. It is important to now when one parameter is hanged, how that affets the system; if the system beomes unstabe, do the natura frequenies hange, et. These are things to onsider when attempting buiding a system. In the anayses beow, a parameters are hed onstant exept one. Tabe 3.3 shows the initia vaue,, of eah parameter as we as the new vaue after the i th inrementa hange, i. The inrements for eah parameter are hosen arbitrariy at equa intervas. However, eah parameter was not to exeed a ertain imit. For exampe, m was not to exeed the maximum oad arried by the vehie, was not to exeed the tota ength of the vehie, and were not to exeed pubished ranges for stiffness and damping of a vehie. Hene, on eah of the graphs foowing, there wi be six urves to represent the initia vaue and five inrementa hanges to the parameter. 3

43 Tabe 3.3: Ranges for eah parameter for parametri anaysis m (g) (m) (N/m) (N-s/m) The first parametri anaysis is on the mass moment of inertia, J. It is possibe to hange J without hanging the mass by hanging. The simuation resuts are shown in Figures Magnitude, U (radians) Damped Natura Frequeny, ω d (rad/se) Figure 3.: Parametri anaysis for J-magnitude in boune mode 3

44 Phase, Θ (radians) Damped Natura Frequeny, ω d (rad/se) Figure 3.3: Parametri anaysis for J phase funtion in boune mode Magnitude, U (radians) Damped Natura Frequeny, ω d (rad/se) Figure 3.4: Parametri anaysis for J magnitude in pith mode 3

45 4 3 Phase, Θ (radians) Damped Natura Frequeny, ω d (rad/se) Figure 3.5: Parametri anaysis for J phase funtion in pith mode In Figures 3. and 3.4 it shows that when J is inreased, the first damped natura frequeny dereases from approximatey.65 to 9.75 and dereases in magnitude sighty. The orresponding phase funtion for eah inrease is shown in Figures 3.3 and 3.5. For the first mode of vibration, as shown in Figures 3. and 3.3, J does not have any effet on the seond damped natura frequeny. In the pith mode, the seond damped natura frequeny hanges in magnitude ony, whereas the first damped natura frequeny dereases as shown in Figures 3.4 and 3.5. The seond parametri anaysis is on the mass. Changing the mass aso means the mass moment of inertia is affeted as we. However, the effet that hanging the mass wi have on the system wi sti be seen. The simuation resuts are shown in Figures

46 -4 Magnitude, U (radians) Damped Natura Frequeny, ω d (rad/se) Figure 3.6: Parametri anaysis for m magnitude in boune mode Phase, Θ (radians) Damped Natura Frequeny, ω d (rad/se) Figure 3.7: Parametri anaysis for m phase funtion in boune mode 34

47 Magnitude, U (radians) Damped Natura Frequeny, ω d (rad/se) Figure 3.8: Parametri anaysis for m magnitude in pith mode Phase, Θ (radians) Damped Natura Frequeny, ω d (rad/se) Figure 3.9: Parametri anaysis for m phase funtion in pith mode 35

48 When the mass is hanged, both damped natura frequenies derease but their magnitude inreases. Figures show these hanges. The damped natura frequeny depends on the natura frequeny; therefore, it foows from the parametri anaysis that the damped natura frequeny dereases as the mass inreases. This is what shoud happen sine ω = m. n / The third parametri anaysis is on the stiffness for the front tires,. The simuation resuts are shown in Figures Magnitude, U (radians) Damped Natura Frequeny, ω d (rad/se) Figure 3.: Parametri anaysis for magnitude in boune mode 36

49 4 3 Phase, Θ (radians) Damped Natura Frequeny, ω d (rad/se) Figure 3.: Parametri anaysis for phase funtion in boune mode 37

50 -5-6 Magnitude, U (radians) Damped Natura Frequeny, ω d (rad/se) Figure 3.: Parametri anaysis for magnitude in pith mode 4 3 Phase, Θ (radians) Damped Natura Frequeny, ω d (rad/se) Figure 3.3: Parametri anaysis for phase funtion in pith mode 38

51 There is a sma effet of inreasing. Figure 3. shows the first damped natura frequeny dereases very sighty, amost not notieabe by the human eye. Figures show that both damped natura frequenies hange positions sighty. The inrease in the damped natura frequenies is what shoud happen, but the effet oud be sma beause was inreased by a sma amount, trying not to exeed at the same time. This sma effet is notied in Figures beause at some points a the urves oinide. Athough is ony shown, the same thing happens when a parametri anaysis is performed on. The fourth parametri anaysis is on the damping for the front tires,. The simuation resuts are shown in Figures Magnitude, U (radians) Damped Natura Frequeny, ω d (rad/se) Figure 3.4: Parametri anaysis for magnitude in boune mode 39

Evaluation of effect of blade internal modes on sensitivity of Advanced LIGO

Evaluation of effect of blade internal modes on sensitivity of Advanced LIGO Evaluation of effet of blade internal modes on sensitivity of Advaned LIGO T0074-00-R Norna A Robertson 5 th Otober 00. Introdution The urrent model used to estimate the isolation ahieved by the quadruple

More information

Time-varying Stiffness Characteristics of Shaft with Slant Crack

Time-varying Stiffness Characteristics of Shaft with Slant Crack Internationa Conferene on Modeing, Simuation and Appied Mathematis (MSAM 05) Time-varying Stiffness Charateristis of Shaft with Sant Cra Hengheng Xia Shoo of Aeronautia Manufaturing Engineering Nanhang

More information

MINIMIZATION OF FREQUENCY-WEIGHTED l 2 -SENSITIVITY FOR MULTI-INPUT/MULTI-OUTPUT LINEAR SYSTEMS

MINIMIZATION OF FREQUENCY-WEIGHTED l 2 -SENSITIVITY FOR MULTI-INPUT/MULTI-OUTPUT LINEAR SYSTEMS Automatique et ordinateurs MINIMIZAION OF FREQUENCY-WEIGHED -SENSIIVIY FOR MULI-INPU/MULI-OUPU LINEAR SYSEMS AKAO HINAMOO, OSAMU ANAKA, AKIMISU DOI Key words: MIMO inear disrete-time systems, Frequeny-weighted

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION DOI: 10.1038/NPHOTON.013.10 Suppementary Information: Quantum teeportation using a ight emitting diode J. Nisson 1, R. M. Stevenson 1*, K. H. A. Chan 1,, J. Skiba-Szymanska 1, M. Luamarini 1, M. B. Ward

More information

FOR many years the authors of this paper have worked on

FOR many years the authors of this paper have worked on The Fast Parametri Integra Equations System for Poygona D Potentia Probems Andrzej Kużeewski and Eugeniusz Zieniuk Abstrat Appiation of tehniques for modeing of boundary vaue probems impies three onfiting

More information

Moment - Axial Force Interaction Report and Program

Moment - Axial Force Interaction Report and Program oment - Aia Fore Interation Report and rogram ehdi Vojoudi Vojoudi@vojoudi.om THINK GLOBAL, ACT LOCAL Spring 3 Strutura Stabiity rojet. Sope Cauate the moment aia fore interation urve for a hinged oumn

More information

Millennium Relativity Acceleration Composition. The Relativistic Relationship between Acceleration and Uniform Motion

Millennium Relativity Acceleration Composition. The Relativistic Relationship between Acceleration and Uniform Motion Millennium Relativity Aeleration Composition he Relativisti Relationship between Aeleration and niform Motion Copyright 003 Joseph A. Rybzyk Abstrat he relativisti priniples developed throughout the six

More information

MODELING OF THE NON-AZEOTROPIC MIXTURE CONDENSATION ON A VERTICAL ISOTHERMAL PLATE

MODELING OF THE NON-AZEOTROPIC MIXTURE CONDENSATION ON A VERTICAL ISOTHERMAL PLATE Proeedings of the Asian Conferene on Therma Sienes 07, st ACTS Marh 6-30, 07, Jeju Isand, Korea ACTS-P00605 MODELING OF THE NON-AZEOTROPIC MIXTURE CONDENSATION ON A VERTICAL ISOTHERMAL PLATE Li-i Zhang,

More information

Genetic Algorithm Based Recurrent Fuzzy Neural Network Modeling of Chemical Processes

Genetic Algorithm Based Recurrent Fuzzy Neural Network Modeling of Chemical Processes Journa of Universa Computer Siene, vo. 3, no. 9 (27), 332-343 submitted: 2/6/6, aepted: 24//6, appeared: 28/9/7 J.UCS Geneti Agorithm Based Reurrent Fuzzy Neura Network odeing of Chemia Proesses Jii Tao,

More information

Keywords: Controllers with PI and PID dynamics, Takagi-Sugeno fuzzy models, Takagi- Sugeno fuzzy controllers, stability analysis, winding system.

Keywords: Controllers with PI and PID dynamics, Takagi-Sugeno fuzzy models, Takagi- Sugeno fuzzy controllers, stability analysis, winding system. Ata Poytehnia Hungaria Vo. 2, No., 2005 Deveopment of Conventiona and Fuzzy Controers and Takagi-Sugeno Fuzzy Modes Dediated for Contro of Low Order Benhmarks with Time Variabe Parameters Stefan Preit

More information

Batch Process Monitoring Using Two-Dimensional Hidden Semi-Markov Models

Batch Process Monitoring Using Two-Dimensional Hidden Semi-Markov Models Bath Proess Monitoring Using wo-imensiona Hidden Semi-Marov Modes J. Chen, Member, IAENG and Y.-C. Jiang Abstrat In this paper, a nove monitoring method for the repetitive bath operation with two-dimensiona

More information

Field dependence of magnetic susceptibility of crystals under conditions of degeneracy of their electron energy bands

Field dependence of magnetic susceptibility of crystals under conditions of degeneracy of their electron energy bands Engish transation of our paper pubished in Fiz. Nizk. Temp. This transation orrets that made in Low Temp. Phys., 58-59 (1996). Fied dependene of magneti suseptibiity of rystas under onditions of degeneray

More information

Available online at ScienceDirect

Available online at   ScienceDirect Avaiabe onine at www.sienediret.om SieneDiret Proedia Engineering 7 04 ) 9 4 Geoogia Engineering Driing Tehnoog Conferene IGEDTC), New Internationa Convention Eposition Center Chengdu Centur Cit on rd-5th

More information

Robust Flight Control Design for a Turn Coordination System with Parameter Uncertainties

Robust Flight Control Design for a Turn Coordination System with Parameter Uncertainties Amerian Journal of Applied Sienes 4 (7): 496-501, 007 ISSN 1546-939 007 Siene Publiations Robust Flight ontrol Design for a urn oordination System with Parameter Unertainties 1 Ari Legowo and Hiroshi Okubo

More information

Analysis of nonlinear vibration for embedded carbon nanotubes

Analysis of nonlinear vibration for embedded carbon nanotubes Journa of Sound and Vibration 296 (26) 746 756 JOURNAL OF SOUND AND VIBRATION www.esevier.om/oate/jsvi Anaysis of noninear vibration for embedded arbon nanotubes Y.M. Fu, J.W. Hong, X.Q. Wang Department

More information

Figure 2 As explained previously [1] the relative length L v of the train in motion with respect to the train at rest L s, is: =

Figure 2 As explained previously [1] the relative length L v of the train in motion with respect to the train at rest L s, is: = "Expaining the Iusion of the Constant Veoity of Light." Pau Marmet 401 Ogivie Road, Gouester, Ontario, Canada K1J 7N4 E-Mai: Pau.Marmet@Ottawa.om ABSTRACT. Considering that photons trave at the veoity

More information

IN-PLANE VIBRATIONS OF CURVED BEAMS WITH VARIABLE CROSS-SECTIONS CARRYING ADDITIONAL MASS

IN-PLANE VIBRATIONS OF CURVED BEAMS WITH VARIABLE CROSS-SECTIONS CARRYING ADDITIONAL MASS 11 th International Conferene on Vibration Problems Z. Dimitrovová et al. (eds.) Lisbon, Portugal, 9-1 September 013 IN-PLANE VIBRATIONS OF CURVED BEAMS WITH VARIABLE CROSS-SECTIONS CARRYING ADDITIONAL

More information

ABSOLUTELY CONTINUOUS FUNCTIONS OF TWO VARIABLES IN THE SENSE OF CARATHÉODORY

ABSOLUTELY CONTINUOUS FUNCTIONS OF TWO VARIABLES IN THE SENSE OF CARATHÉODORY Eetroni Journa of Differentia Equations, Vo. 2010(2010), No. 154, pp. 1 11. ISSN: 1072-6691. URL: http://ejde.math.txstate.edu or http://ejde.math.unt.edu ftp ejde.math.txstate.edu ABSOLUTELY CONTINUOUS

More information

Nonlinear Analysis of Spatial Trusses

Nonlinear Analysis of Spatial Trusses Noninear Anaysis of Spatia Trusses João Barrigó October 14 Abstract The present work addresses the noninear behavior of space trusses A formuation for geometrica noninear anaysis is presented, which incudes

More information

Sensitivity Analysis in Markov Networks

Sensitivity Analysis in Markov Networks Sensitivity Analysis in Markov Networks Hei Chan and Adnan Darwihe Computer Siene Department University of California, Los Angeles Los Angeles, CA 90095 {hei,darwihe}@s.ula.edu Abstrat This paper explores

More information

Separation of Variables and a Spherical Shell with Surface Charge

Separation of Variables and a Spherical Shell with Surface Charge Separation of Variabes and a Spherica She with Surface Charge In cass we worked out the eectrostatic potentia due to a spherica she of radius R with a surface charge density σθ = σ cos θ. This cacuation

More information

In-plane shear stiffness of bare steel deck through shell finite element models. G. Bian, B.W. Schafer. June 2017

In-plane shear stiffness of bare steel deck through shell finite element models. G. Bian, B.W. Schafer. June 2017 In-pane shear stiffness of bare stee deck through she finite eement modes G. Bian, B.W. Schafer June 7 COLD-FORMED STEEL RESEARCH CONSORTIUM REPORT SERIES CFSRC R-7- SDII Stee Diaphragm Innovation Initiative

More information

DIGITAL DISTANCE RELAYING SCHEME FOR PARALLEL TRANSMISSION LINES DURING INTER-CIRCUIT FAULTS

DIGITAL DISTANCE RELAYING SCHEME FOR PARALLEL TRANSMISSION LINES DURING INTER-CIRCUIT FAULTS CHAPTER 4 DIGITAL DISTANCE RELAYING SCHEME FOR PARALLEL TRANSMISSION LINES DURING INTER-CIRCUIT FAULTS 4.1 INTRODUCTION Around the world, environmental and ost onsiousness are foring utilities to install

More information

Study of the Effect of Grazing Flow on the Performance of Microperforated and Perforated Panels

Study of the Effect of Grazing Flow on the Performance of Microperforated and Perforated Panels Purdue University Purdue e-pubs Pubiations of the Ray W. Herri Laboratories Shoo of Mehania Engineering 8-013 Study of the Effet of Grazing Fow on the Performane of Miroerforated and Perforated Panes J

More information

19 th INTERNATIONAL CONGRESS ON ACOUSTICS MADRID, 2-7 SEPTEMBER 2007 INVESTIGATION ON THE DYNAMIC BEHAVIOR OF A COMPOUND PLANETARY GEAR DRIVE

19 th INTERNATIONAL CONGRESS ON ACOUSTICS MADRID, 2-7 SEPTEMBER 2007 INVESTIGATION ON THE DYNAMIC BEHAVIOR OF A COMPOUND PLANETARY GEAR DRIVE 9 th INTERNATIONAL CONGRESS ON ACOUSTICS MADRID, -7 SEPTEMBER 007 INVESTIGATION ON THE DYNAMIC BEHAVIOR OF A COMPOUND PLANETARY GEAR DRIVE PACS: 43.40.-r Dhouib, Seddik ; Hbaieb, Riadh ; Chaari, Fakher

More information

f 2 f n where m is the total mass of the object. Expression (6a) is plotted in Figure 8 for several values of damping ( ).

f 2 f n where m is the total mass of the object. Expression (6a) is plotted in Figure 8 for several values of damping ( ). F o F o / k A = = 6 k 1 + 1 + n r n n n RESONANCE It is seen in Figure 7 that displaement and stress levels tend to build up greatly when the oring requeny oinides with the natural requeny, the buildup

More information

Physical Laws, Absolutes, Relative Absolutes and Relativistic Time Phenomena

Physical Laws, Absolutes, Relative Absolutes and Relativistic Time Phenomena Page 1 of 10 Physial Laws, Absolutes, Relative Absolutes and Relativisti Time Phenomena Antonio Ruggeri modexp@iafria.om Sine in the field of knowledge we deal with absolutes, there are absolute laws that

More information

The elastoplastic Cosserat continuum model and numerical simulation of strain localization

The elastoplastic Cosserat continuum model and numerical simulation of strain localization The eastopasti Cosserat ontinuum mode and numeria simuation of strain oaiation *Hong-iang Tang ) and Zhao-ong Hu ) ), ) Shoo of Civi Engineering, Faut of Infrastruture Engineering, Daian Universit of Tehnoog,

More information

Remark 4.1 Unlike Lyapunov theorems, LaSalle s theorem does not require the function V ( x ) to be positive definite.

Remark 4.1 Unlike Lyapunov theorems, LaSalle s theorem does not require the function V ( x ) to be positive definite. Leture Remark 4.1 Unlike Lyapunov theorems, LaSalle s theorem does not require the funtion V ( x ) to be positive definite. ost often, our interest will be to show that x( t) as t. For that we will need

More information

Supplemental Materials for Lightweight Mechanical Metamaterials with Tunable Negative Thermal Expansion

Supplemental Materials for Lightweight Mechanical Metamaterials with Tunable Negative Thermal Expansion Suppementa aterias for Lightweight ehania etamaterias with Tunabe Negative Therma xpansion Qiming Wang *, Juie. Jakson, Qi Ge,, Jonathan B. Hopkins 5, hristopher. Spadaini, Nihoas X. ang * Sonny stani

More information

arxiv: v2 [cond-mat.dis-nn] 29 Mar 2017

arxiv: v2 [cond-mat.dis-nn] 29 Mar 2017 arxiv:69.8375v [ond-mat.dis-nn] 9 Mar 7 The distribution of first hitting times of non-baktraking random waks on Erdős-Rényi networks Ido Tishby, Ofer Biham and Eytan Katzav Raah Institute of Physis, The

More information

STABILITY OF A PARAMETRICALLY EXCITED DAMPED INVERTED PENDULUM 1. INTRODUCTION

STABILITY OF A PARAMETRICALLY EXCITED DAMPED INVERTED PENDULUM 1. INTRODUCTION Journa of Sound and Vibration (996) 98(5), 643 65 STABILITY OF A PARAMETRICALLY EXCITED DAMPED INVERTED PENDULUM G. ERDOS AND T. SINGH Department of Mechanica and Aerospace Engineering, SUNY at Buffao,

More information

LECTURE 10. The world of pendula

LECTURE 10. The world of pendula LECTURE 0 The word of pendua For the next few ectures we are going to ook at the word of the pane penduum (Figure 0.). In a previous probem set we showed that we coud use the Euer- Lagrange method to derive

More information

Available online at ScienceDirect. Energy Procedia 76 (2015 ) European Geosciences Union General Assembly 2015, EGU

Available online at  ScienceDirect. Energy Procedia 76 (2015 ) European Geosciences Union General Assembly 2015, EGU Avaiabe onine at www.sienediret.om SieneDiret Energy Proedia 76 (05 ) 406 4 European Geosienes Union Genera Assemby 05, EGU Division Energy, Resoures & Environment, ERE Appiation of stoasti metods to doube

More information

A simple expression for radial distribution functions of pure fluids and mixtures

A simple expression for radial distribution functions of pure fluids and mixtures A simple expression for radial distribution funtions of pure fluids and mixtures Enrio Matteoli a) Istituto di Chimia Quantistia ed Energetia Moleolare, CNR, Via Risorgimento, 35, 56126 Pisa, Italy G.

More information

Module 22: Simple Harmonic Oscillation and Torque

Module 22: Simple Harmonic Oscillation and Torque Modue : Simpe Harmonic Osciation and Torque.1 Introduction We have aready used Newton s Second Law or Conservation of Energy to anayze systems ike the boc-spring system that osciate. We sha now use torque

More information

Lobontiu: System Dynamics for Engineering Students Website Chapter 3 1. z b z

Lobontiu: System Dynamics for Engineering Students Website Chapter 3 1. z b z Chapter W3 Mechanica Systems II Introduction This companion website chapter anayzes the foowing topics in connection to the printed-book Chapter 3: Lumped-parameter inertia fractions of basic compiant

More information

Part G-4: Sample Exams

Part G-4: Sample Exams Part G-4: Sample Exams 1 Cairo University M.S.: Eletronis Cooling Faulty of Engineering Final Exam (Sample 1) Mehanial Power Engineering Dept. Time allowed 2 Hours Solve as muh as you an. 1. A heat sink

More information

Finite element method for structural dynamic and stability analyses

Finite element method for structural dynamic and stability analyses Finite eement method for structura dynamic and stabiity anayses Modue-9 Structura stabiity anaysis Lecture-33 Dynamic anaysis of stabiity and anaysis of time varying systems Prof C S Manohar Department

More information

22.54 Neutron Interactions and Applications (Spring 2004) Chapter 6 (2/24/04) Energy Transfer Kernel F(E E')

22.54 Neutron Interactions and Applications (Spring 2004) Chapter 6 (2/24/04) Energy Transfer Kernel F(E E') 22.54 Neutron Interations and Appliations (Spring 2004) Chapter 6 (2/24/04) Energy Transfer Kernel F(E E') Referenes -- J. R. Lamarsh, Introdution to Nulear Reator Theory (Addison-Wesley, Reading, 1966),

More information

COMBINED PROBE FOR MACH NUMBER, TEMPERATURE AND INCIDENCE INDICATION

COMBINED PROBE FOR MACH NUMBER, TEMPERATURE AND INCIDENCE INDICATION 4 TH INTERNATIONAL CONGRESS OF THE AERONAUTICAL SCIENCES COMBINED PROBE FOR MACH NUMBER, TEMPERATURE AND INCIDENCE INDICATION Jiri Nozika*, Josef Adame*, Daniel Hanus** *Department of Fluid Dynamis and

More information

Lattice Boltzmann modeling of multiphase flows at large density ratio. with an improved pseudopotential model

Lattice Boltzmann modeling of multiphase flows at large density ratio. with an improved pseudopotential model Lattie Botzmann modeing of mutiphase fows at arge density ratio with an improved pseudopotentia mode Q. Li, 1 K. H. Luo, 1, and X. J. Li 3 1 Energy Tehnoogy Researh Group, Fauty of Engineering and the

More information

Speed-feedback Direct-drive Control of a Low-speed Transverse Flux-type Motor with Large Number of Poles for Ship Propulsion

Speed-feedback Direct-drive Control of a Low-speed Transverse Flux-type Motor with Large Number of Poles for Ship Propulsion Speed-feedbak Diret-drive Control of a Low-speed Transverse Flux-type Motor with Large Number of Poles for Ship Propulsion Y. Yamamoto, T. Nakamura 2, Y. Takada, T. Koseki, Y. Aoyama 3, and Y. Iwaji 3

More information

Wave Propagation through Random Media

Wave Propagation through Random Media Chapter 3. Wave Propagation through Random Media 3. Charateristis of Wave Behavior Sound propagation through random media is the entral part of this investigation. This hapter presents a frame of referene

More information

FINITE WORD LENGTH EFFECTS IN DSP

FINITE WORD LENGTH EFFECTS IN DSP FINITE WORD LENGTH EFFECTS IN DSP PREPARED BY GUIDED BY Snehal Gor Dr. Srianth T. ABSTRACT We now that omputers store numbers not with infinite preision but rather in some approximation that an be paed

More information

Structural Integrity of Composite Laminates with Embedded Microsensors

Structural Integrity of Composite Laminates with Embedded Microsensors Strutural Integrity of Composite Laminates with Embedded Mirosensors Yi Huang, Sia Nemat-Nasser Department of Mehanial and Aerospae Engineering, Center of Exellene for Advaned Materials, University of

More information

Beams on Elastic Foundation

Beams on Elastic Foundation Professor Terje Haukaas University of British Columbia, Vanouver www.inrisk.ub.a Beams on Elasti Foundation Beams on elasti foundation, suh as that in Figure 1, appear in building foundations, floating

More information

Wavetech, LLC. Ultrafast Pulses and GVD. John O Hara Created: Dec. 6, 2013

Wavetech, LLC. Ultrafast Pulses and GVD. John O Hara Created: Dec. 6, 2013 Ultrafast Pulses and GVD John O Hara Created: De. 6, 3 Introdution This doument overs the basi onepts of group veloity dispersion (GVD) and ultrafast pulse propagation in an optial fiber. Neessarily, it

More information

SEMINAR 2. PENDULUMS. V = mgl cos θ. (2) L = T V = 1 2 ml2 θ2 + mgl cos θ, (3) d dt ml2 θ2 + mgl sin θ = 0, (4) θ + g l

SEMINAR 2. PENDULUMS. V = mgl cos θ. (2) L = T V = 1 2 ml2 θ2 + mgl cos θ, (3) d dt ml2 θ2 + mgl sin θ = 0, (4) θ + g l Probem 7. Simpe Penduum SEMINAR. PENDULUMS A simpe penduum means a mass m suspended by a string weightess rigid rod of ength so that it can swing in a pane. The y-axis is directed down, x-axis is directed

More information

The simulation analysis of the bridge rectifier continuous operation in AC circuit

The simulation analysis of the bridge rectifier continuous operation in AC circuit Computer Appliations in Eletrial Engineering Vol. 4 6 DOI 8/j.8-448.6. The simulation analysis of the bridge retifier ontinuous operation in AC iruit Mirosław Wiślik, Paweł Strząbała Kiele University of

More information

EXPERIMENT 5 MOLAR CONDUCTIVITIES OF AQUEOUS ELECTROLYTES

EXPERIMENT 5 MOLAR CONDUCTIVITIES OF AQUEOUS ELECTROLYTES EXPERIMENT 5 MOLR CONDUCTIVITIES OF QUEOUS ELECTROLYTES Objective: To determine the conductivity of various acid and the dissociation constant, K for acetic acid a Theory. Eectrica conductivity in soutions

More information

Alphanumeric Character Recognition

Alphanumeric Character Recognition Amerian Journa of Signa Proessing. 0; (): 34-39 DOI: 0. 593/j.ajsp.000.06 Training Tangent Simiarities with N-SVM for Aphanumeri Charater Reognition Hassiba Nemmour *, Youef Chibani Signa Proessing Laboratory,

More information

Simplified Buckling Analysis of Skeletal Structures

Simplified Buckling Analysis of Skeletal Structures Simplified Bukling Analysis of Skeletal Strutures B.A. Izzuddin 1 ABSRAC A simplified approah is proposed for bukling analysis of skeletal strutures, whih employs a rotational spring analogy for the formulation

More information

Sparse Structured Associative Memories as Efficient Set-Membership Data Structures

Sparse Structured Associative Memories as Efficient Set-Membership Data Structures Sparse Strutured Assoiative Memories as Effiient Set-Membership Data Strutures Vinent Gripon Eetronis Department Tééom Bretagne, Brest, Frane vinent.gripon@ens-ahan.org Vitay Skahek Institute of Computer

More information

The Square of the Dirichlet-to-Neumann map equals minus Laplacian

The Square of the Dirichlet-to-Neumann map equals minus Laplacian The Square of the Dirihet-to-Neumann map equas minus Lapaian D V Ingerman Abstrat. The Dirihet-to-Neumann maps onnet boundary vaues of harmoni funtions. It is an amazing fat that the square of the non-oa

More information

Sensor management for PRF selection in the track-before-detect context

Sensor management for PRF selection in the track-before-detect context Sensor management for PRF seletion in the tra-before-detet ontext Fotios Katsilieris, Yvo Boers, and Hans Driessen Thales Nederland B.V. Haasbergerstraat 49, 7554 PA Hengelo, the Netherlands Email: {Fotios.Katsilieris,

More information

Complexity of Regularization RBF Networks

Complexity of Regularization RBF Networks Complexity of Regularization RBF Networks Mark A Kon Department of Mathematis and Statistis Boston University Boston, MA 02215 mkon@buedu Leszek Plaskota Institute of Applied Mathematis University of Warsaw

More information

An Adaptive Optimization Approach to Active Cancellation of Repeated Transient Vibration Disturbances

An Adaptive Optimization Approach to Active Cancellation of Repeated Transient Vibration Disturbances An aptive Optimization Approah to Ative Canellation of Repeated Transient Vibration Disturbanes David L. Bowen RH Lyon Corp / Aenteh, 33 Moulton St., Cambridge, MA 138, U.S.A., owen@lyonorp.om J. Gregory

More information

Maximum Entropy and Exponential Families

Maximum Entropy and Exponential Families Maximum Entropy and Exponential Families April 9, 209 Abstrat The goal of this note is to derive the exponential form of probability distribution from more basi onsiderations, in partiular Entropy. It

More information

1 The length measurement unit in two difference space-time structures

1 The length measurement unit in two difference space-time structures On the origin of gravitationa fore Zhi Cheng (9 Bairong st. Baiyun Distrit, Guangzhou, China. 510400. gzhengzhi@hotmai.om Abstrat: Equivaene rinie is the basement of genera reativity theory. It oints out

More information

1D Heat Propagation Problems

1D Heat Propagation Problems Chapter 1 1D Heat Propagation Probems If the ambient space of the heat conduction has ony one dimension, the Fourier equation reduces to the foowing for an homogeneous body cρ T t = T λ 2 + Q, 1.1) x2

More information

Constructing Gyro-free Inertial Measurement Unit from Dual Accelerometers for Gesture Detection

Constructing Gyro-free Inertial Measurement Unit from Dual Accelerometers for Gesture Detection Sensors & ransduers Vo. 7 Issue 5 May 04 pp. 34-40 Sensors & ransduers 04 by IFSA Pubishing S. L. http://www.sensorsporta.om Construting Gyro-free Inertia Measurement Unit from Dua Aeerometers for Gesture

More information

Proceedings of Meetings on Acoustics

Proceedings of Meetings on Acoustics Proceedings of Meetings on Acoustics Voume 9, 23 http://acousticasociety.org/ ICA 23 Montrea Montrea, Canada 2-7 June 23 Architectura Acoustics Session 4pAAa: Room Acoustics Computer Simuation II 4pAAa9.

More information

A NETWORK SIMPLEX ALGORITHM FOR THE MINIMUM COST-BENEFIT NETWORK FLOW PROBLEM

A NETWORK SIMPLEX ALGORITHM FOR THE MINIMUM COST-BENEFIT NETWORK FLOW PROBLEM NETWORK SIMPLEX LGORITHM FOR THE MINIMUM COST-BENEFIT NETWORK FLOW PROBLEM Cen Çalışan, Utah Valley University, 800 W. University Parway, Orem, UT 84058, 801-863-6487, en.alisan@uvu.edu BSTRCT The minimum

More information

A model for measurement of the states in a coupled-dot qubit

A model for measurement of the states in a coupled-dot qubit A model for measurement of the states in a oupled-dot qubit H B Sun and H M Wiseman Centre for Quantum Computer Tehnology Centre for Quantum Dynamis Griffith University Brisbane 4 QLD Australia E-mail:

More information

14.471: Fall 2012:PS3 Solutions

14.471: Fall 2012:PS3 Solutions 4.47: Fa 202:PS3 Soutions Deember 4, 202. Commodity Taxation Consider an eonomy onsisting of identia individuas with preferenes given by U (x,x 2,)= α og (x )+ α 2 og (x 2 )+( α α 2 ) og ( ). Individuas

More information

Technical Data for Profiles. Groove position, external dimensions and modular dimensions

Technical Data for Profiles. Groove position, external dimensions and modular dimensions Technica Data for Profies Extruded Profie Symbo A Mg Si 0.5 F 25 Materia number.206.72 Status: artificiay aged Mechanica vaues (appy ony in pressing direction) Tensie strength Rm min. 245 N/mm 2 Yied point

More information

Relativistic Dynamics

Relativistic Dynamics Chapter 7 Relativisti Dynamis 7.1 General Priniples of Dynamis 7.2 Relativisti Ation As stated in Setion A.2, all of dynamis is derived from the priniple of least ation. Thus it is our hore to find a suitable

More information

Strong Tracking Unscented Kalman Filtering Algorithm Based-on Satellite Attitude Determination System

Strong Tracking Unscented Kalman Filtering Algorithm Based-on Satellite Attitude Determination System Internationa Journa of Future Generation Communiation and Networing Vo.7, No.3 (, pp.55-66 http://dx.doi.org/.57/ijfgn..7.3. Strong raing Unsented Kaman Fitering Agorithm Based-on Sateite Attitude Determination

More information

SECTION A. Question 1

SECTION A. Question 1 SECTION A Question 1 (a) In the usua notation derive the governing differentia equation of motion in free vibration for the singe degree of freedom system shown in Figure Q1(a) by using Newton's second

More information

Lecture 3 - Lorentz Transformations

Lecture 3 - Lorentz Transformations Leture - Lorentz Transformations A Puzzle... Example A ruler is positioned perpendiular to a wall. A stik of length L flies by at speed v. It travels in front of the ruler, so that it obsures part of the

More information

Testing of the External Turning Tool Holder Equipped With Alternate Bars in Its Construction

Testing of the External Turning Tool Holder Equipped With Alternate Bars in Its Construction ISSN 1392 1320 MATERIALS SCIENCE (MEDŽIAGOTYRA). Vol. 21, No. 3. 2015 Testing of the External Turning Tool Holder Equipped With Alternate Bars in Its Constrution Marten MADISSOO 1, Argo ROSSNER 1, Jüri

More information

THE OUT-OF-PLANE BEHAVIOUR OF SPREAD-TOW FABRICS

THE OUT-OF-PLANE BEHAVIOUR OF SPREAD-TOW FABRICS ECCM6-6 TH EUROPEAN CONFERENCE ON COMPOSITE MATERIALS, Sevie, Spain, -6 June 04 THE OUT-OF-PLANE BEHAVIOUR OF SPREAD-TOW FABRICS M. Wysocki a,b*, M. Szpieg a, P. Heström a and F. Ohsson c a Swerea SICOMP

More information

A Spatiotemporal Approach to Passive Sound Source Localization

A Spatiotemporal Approach to Passive Sound Source Localization A Spatiotemporal Approah Passive Sound Soure Loalization Pasi Pertilä, Mikko Parviainen, Teemu Korhonen and Ari Visa Institute of Signal Proessing Tampere University of Tehnology, P.O.Box 553, FIN-330,

More information

Singular Event Detection

Singular Event Detection Singular Event Detetion Rafael S. Garía Eletrial Engineering University of Puerto Rio at Mayagüez Rafael.Garia@ee.uprm.edu Faulty Mentor: S. Shankar Sastry Researh Supervisor: Jonathan Sprinkle Graduate

More information

MA 201: Partial Differential Equations Lecture - 10

MA 201: Partial Differential Equations Lecture - 10 MA 201: Partia Differentia Equations Lecture - 10 Separation of Variabes, One dimensiona Wave Equation Initia Boundary Vaue Probem (IBVP) Reca: A physica probem governed by a PDE may contain both boundary

More information

UTC. Engineering 329. Proportional Controller Design. Speed System. John Beverly. Green Team. John Beverly Keith Skiles John Barker.

UTC. Engineering 329. Proportional Controller Design. Speed System. John Beverly. Green Team. John Beverly Keith Skiles John Barker. UTC Engineering 329 Proportional Controller Design for Speed System By John Beverly Green Team John Beverly Keith Skiles John Barker 24 Mar 2006 Introdution This experiment is intended test the variable

More information

A NONLILEAR CONTROLLER FOR SHIP AUTOPILOTS

A NONLILEAR CONTROLLER FOR SHIP AUTOPILOTS Vietnam Journal of Mehanis, VAST, Vol. 4, No. (), pp. A NONLILEAR CONTROLLER FOR SHIP AUTOPILOTS Le Thanh Tung Hanoi University of Siene and Tehnology, Vietnam Abstrat. Conventional ship autopilots are

More information

Methods for Ordinary Differential Equations. Jacob White

Methods for Ordinary Differential Equations. Jacob White Introduction to Simuation - Lecture 12 for Ordinary Differentia Equations Jacob White Thanks to Deepak Ramaswamy, Jaime Peraire, Micha Rewienski, and Karen Veroy Outine Initia Vaue probem exampes Signa

More information

Investigation of Creep Phenomenon in Metal Matrix Composites with Whiskers

Investigation of Creep Phenomenon in Metal Matrix Composites with Whiskers Researh Journa of Appied Sienes, Engineering and Tehnoogy 4(18): 3516-351, 1 ISSN: 4-7467 Maxwe Sientifi Organization, 1 Sumitted: May 16, 1 Aepted: June 8, 1 Puished: Septemer 15, 1 Investigation of Creep

More information

1 Equations of Motion 3: Equivalent System Method

1 Equations of Motion 3: Equivalent System Method 8 Mechanica Vibrations Equations of Motion : Equivaent System Method In systems in which masses are joined by rigid ins, evers, or gears and in some distributed systems, various springs, dampers, and masses

More information

RESEARCH ON RANDOM FOURIER WAVE-NUMBER SPECTRUM OF FLUCTUATING WIND SPEED

RESEARCH ON RANDOM FOURIER WAVE-NUMBER SPECTRUM OF FLUCTUATING WIND SPEED The Seventh Asia-Paifi Conferene on Wind Engineering, November 8-1, 9, Taipei, Taiwan RESEARCH ON RANDOM FORIER WAVE-NMBER SPECTRM OF FLCTATING WIND SPEED Qi Yan 1, Jie Li 1 Ph D. andidate, Department

More information

Directional Coupler. 4-port Network

Directional Coupler. 4-port Network Diretional Coupler 4-port Network 3 4 A diretional oupler is a 4-port network exhibiting: All ports mathed on the referene load (i.e. S =S =S 33 =S 44 =0) Two pair of ports unoupled (i.e. the orresponding

More information

Lecture Notes for Math 251: ODE and PDE. Lecture 34: 10.7 Wave Equation and Vibrations of an Elastic String

Lecture Notes for Math 251: ODE and PDE. Lecture 34: 10.7 Wave Equation and Vibrations of an Elastic String ecture Notes for Math 251: ODE and PDE. ecture 3: 1.7 Wave Equation and Vibrations of an Eastic String Shawn D. Ryan Spring 212 ast Time: We studied other Heat Equation probems with various other boundary

More information

Finite Element Modeling of Fracture Failure in Composite Materials

Finite Element Modeling of Fracture Failure in Composite Materials International Researh Journal of Applied and Basi Sienes 2015 Available online at www.irjabs.om ISSN 2251-838X / Vol, 9 (10): 1711-1717 Siene Explorer Publiations Finite Element Modeling of Frature Failure

More information

Related Topics Maxwell s equations, electrical eddy field, magnetic field of coils, coil, magnetic flux, induced voltage

Related Topics Maxwell s equations, electrical eddy field, magnetic field of coils, coil, magnetic flux, induced voltage Magnetic induction TEP Reated Topics Maxwe s equations, eectrica eddy fied, magnetic fied of cois, coi, magnetic fux, induced votage Principe A magnetic fied of variabe frequency and varying strength is

More information

Supplementary Materials

Supplementary Materials Supplementary Materials Neural population partitioning and a onurrent brain-mahine interfae for sequential motor funtion Maryam M. Shanehi, Rollin C. Hu, Marissa Powers, Gregory W. Wornell, Emery N. Brown

More information

The Concept of Mass as Interfering Photons, and the Originating Mechanism of Gravitation D.T. Froedge

The Concept of Mass as Interfering Photons, and the Originating Mechanism of Gravitation D.T. Froedge The Conept of Mass as Interfering Photons, and the Originating Mehanism of Gravitation D.T. Froedge V04 Formerly Auburn University Phys-dtfroedge@glasgow-ky.om Abstrat For most purposes in physis the onept

More information

3.10 Implications of Redundancy

3.10 Implications of Redundancy 118 IB Structures 2008-9 3.10 Impications of Redundancy An important aspect of redundant structures is that it is possibe to have interna forces within the structure, with no externa oading being appied.

More information

IMPEDANCE EFFECTS OF LEFT TURNERS FROM THE MAJOR STREET AT A TWSC INTERSECTION

IMPEDANCE EFFECTS OF LEFT TURNERS FROM THE MAJOR STREET AT A TWSC INTERSECTION 09-1289 Citation: Brilon, W. (2009): Impedane Effets of Left Turners from the Major Street at A TWSC Intersetion. Transportation Researh Reord Nr. 2130, pp. 2-8 IMPEDANCE EFFECTS OF LEFT TURNERS FROM THE

More information

Value-aware Resource Allocation for Service Guarantees in Networks

Value-aware Resource Allocation for Service Guarantees in Networks Vaue-aware Resoure Aoation for Servie Guarantees in Networks Parima Parag, Srinivas Shakkottai and Jean-François Chamberand Department of Eetria and Computer Engineering Texas A&M University, Coege Station,

More information

QCLAS Sensor for Purity Monitoring in Medical Gas Supply Lines

QCLAS Sensor for Purity Monitoring in Medical Gas Supply Lines DOI.56/sensoren6/P3. QLAS Sensor for Purity Monitoring in Medial Gas Supply Lines Henrik Zimmermann, Mathias Wiese, Alessandro Ragnoni neoplas ontrol GmbH, Walther-Rathenau-Str. 49a, 7489 Greifswald, Germany

More information

Combined Electric and Magnetic Dipoles for Mesoband Radiation, Part 2

Combined Electric and Magnetic Dipoles for Mesoband Radiation, Part 2 Sensor and Simulation Notes Note 53 3 May 8 Combined Eletri and Magneti Dipoles for Mesoband Radiation, Part Carl E. Baum University of New Mexio Department of Eletrial and Computer Engineering Albuquerque

More information

Statistical Mechanics Basis of Macleod s Formula

Statistical Mechanics Basis of Macleod s Formula Preprint Journa of Physia ChemistryB Voume 94, Issue 2, pp.8362-8364, 99 DOI:.2/j384a68 Print ISSN: 22-3654 Eetroni ISSN: 54-574 Mohammed-E. BOUDH-HIR and G.Ai MANSOORI Uniersity of Iinois at Chiago (M/C

More information

4 Puck s action plane fracture criteria

4 Puck s action plane fracture criteria 4 Puk s ation plane frature riteria 4. Fiber frature riteria Fiber frature is primarily aused by a stressing σ whih ats parallel to the fibers. For (σ, σ, τ )-ombinations the use of a simple maximum stress

More information

Using the Green s Function to find the Solution to the Wave. Equation:

Using the Green s Function to find the Solution to the Wave. Equation: Using the Green s Funtion to find the Soution to the Wave Exampe 1: 2 1 2 2 t 2 Equation: r,t q 0 e it r aẑ r aẑ r,t r 1 r ; r r,t r 1 r 2 The Green s funtion soution is given by r,t G R r r,t t Fr,t d

More information

A semi-circle theorem on the onset of couple stress fluid under rotation saturated by a porous medium

A semi-circle theorem on the onset of couple stress fluid under rotation saturated by a porous medium Int. Jn. of Mutiphysis Voume 6 Number 4 39 A semi-ire theorem on the onset of oupe stress fuid under rotation saturated by a porous medium G. C. Rana* Department of Mathematis, NSCBM Govt.. G. Coege, Hamirpur-77

More information

max min z i i=1 x j k s.t. j=1 x j j:i T j

max min z i i=1 x j k s.t. j=1 x j j:i T j AM 221: Advaned Optimization Spring 2016 Prof. Yaron Singer Leture 22 April 18th 1 Overview In this leture, we will study the pipage rounding tehnique whih is a deterministi rounding proedure that an be

More information

Coupled Electromagnetic and Thermo-Hydraulic Analysis of Current Distribution in Superconducting Cable-in-Conduit Conductors

Coupled Electromagnetic and Thermo-Hydraulic Analysis of Current Distribution in Superconducting Cable-in-Conduit Conductors Couped Eetromagneti and Thermo-Hydraui Anaysis of Current Distribution in Superonduting Cabe-in-Conduit Condutors Carsten Meinee Amir M. Miri Institut für Eetroenergiesysteme und Hohspannungstehni Universität

More information

THE EFFECT OF CONSOLIDATION RATIOS ON DYNAMIC SHEAR MODULUS OF SOIL

THE EFFECT OF CONSOLIDATION RATIOS ON DYNAMIC SHEAR MODULUS OF SOIL Otober 12-17, 28, Beijing, China THE EFFECT OF CONSOLIDATION RATIOS ON DYNAMIC SHEAR MODULUS OF SOIL J. Sun 1 and X.M. Yuan 2 1 Assoiate Professor, Institute of Civil Engineering, Heilongjiang University,

More information