Minimizing Machinery Vibration Transmission in a Lightweight Building using Topology Optimization

Size: px
Start display at page:

Download "Minimizing Machinery Vibration Transmission in a Lightweight Building using Topology Optimization"

Transcription

1 1 th World Congress on Structural and Multidiscilinary Otiization May 19-4, 13, Orlando, Florida, USA Miniizing Machinery Vibration ransission in a Lightweight Building using oology Otiization Niels Olhoff, Bin Niu Deartent of Mechanical and Manufacturing Engineering, Aalborg University, DK-9 Aalborg, Denar 1. Abstract his aer deals with the roble of iniizing the vibration transission in a lightweight building fro rotating achinery, by toological design of a flexible base late for the achinery. A odular lightweight building is odeled and used for the analysis of the vibration transission. he design obective is chosen as iniization of the roduct of the frequency resonse in the building transitted fro the achinery via walls and floors, and the volue of aterial used in the design of the base late. Different excitation frequencies are considered. he design and erforance of the otiized achinery base lates are illustrated and discussed via nuerical exales.. Keywords: Machinery, oology otiization, Lightweight building, Vibration, Base late. 3. Introduction Due to the existence of dynaic forces of e.g. echanical, fluid dynaic or electro-agnetic origin, rotating achinery ay be considered a source that excites forced vibration of the foundation, and thereby the floors and walls, etc., of the building. he transission of such vibrations through the building ay result in undesirable sound eission and unsatisfactory cofort conditions for the eole in dwellings and offices of the building. o reedy this, the obective of this wor is to develo and ileent a ethod of toology otiization for the design of a achinery foundation. Hence, this aer studies the couled syste of the achinery installation and the building. We roose that the foundation of the achinery should be a flexible, single-aterial base late that is toology otiized within a quadratic, adissible design doain which is suorted by the floor of a storey or the roof of the building, and iniizes the vibration transission in the building. he reader is referred to the achinery installation indicated on to of Roo -3 in Figure 1 with a close-u in the right-hand side showing the achine and the quadratic, adissible design doain for its base late. he achine is considered to be relatively stiff (aroxiately considered as a rigid body), which is rigidly connected to the base late via four bolts, and the base late is assued to be connected to the elastic roof (or floor) of the building by oent-free hinges at the four corners of the adissible design doain. For the convenience and consistence of ileentation with the other arts, the achine is odeled as a three-diensional elastic body with a higher Young s odulus than that of the base late. he design obective is chosen as iniization of the roduct of the frequency resonse in the building transitted fro the achinery via walls and floors, and the volue of aterial used in the design of the base late. he roduct obective in the toology otiization of vibrating structures is studied in Ref. [1], which is insired and extended fro the wor on extended otiality in Refs. [-4] where Rozvany et al. studied the iniization of the roduct of the static coliance and the volue of aterial used. Figure 1 Scheatic of building and the achinery with the quadratic adissible design doain for the base late 1

2 In the current roduct forulation of siultaneously iniizing the vibration transission in the building and the aount of aterial for the base late, we found it to be exedient to secify a axiu constraint for the static dislaceent of the achine, since the otiization of the base late otherwise attets to achieve iniu frequency resonse (zero) of the building by searating the building fro the vibration source. his trivial solution is, of course, not useful. In this aer, the vibration transission in the building is calculated for a odular lightweight building which is entirely constructed by translation and cobination of three basic odular eleents, i.e., one floor anel and two different wall anels. hese anels are all considered as bea-stiffened double-leaf anels. Furtherore, an artificial seleton is introduced to facilitate the odelling of different connections between odules in the building. More details on the ileentation of the araetric odelling of a odular building are available in our coanion aers [5, 6]. he organization of the rest of the aer is as follows. he otiization forulation is described in Section 4, followed by aterial interolation in Section 5. Section 6 resents the sensitivity analysis of the obective and constraint functions. Nuerical exales are outlined in Section 7 for different excitation frequencies and values of the axiu static dislaceent constraint for the achine. Finally, a section with discussions and conclusions closes the aer. 4. Otiization forulation Since the vibration of the building is alost exclusively deterined by the building alone, the toological design of the base late has little influence on the vibration odes of the building. his eans that the vibration ode of a articular receiving roo cannot be influenced significantly by toological design of the base late. However, different designs of the base late will result in different transitted forces on the installation floor. herefore, the roble of iniizing the vibration transission in the building can be considered as iniizing the agnitudes of the transitted forces on the installation floor while rescribing different frequency-deendent boundary conditions at the four corner suorts at the quadratic design doain of the base late. he frequency-deendent boundary conditions can be deterined fro the forced vibration analysis of the building by alying searately a unit excitation force of the given excitation frequency at each rescribed installation oint. Since the roerties of the building are given, the agnitude of the transitted forces on the installation floor can be equivalently considered by the agnitudes of the dislaceents of the installation oints on the floor. he otiization roble for iniizing the roduct of the vibration transission and the volue of aterial used can be reforulated as iniize U V V subect to Ku Cu Mu f- f, (b) g t K u eq c b t u f, (c) g, (d) 1, 1,, N. (e) d (a) (1) he obective function in Eq. (1a) is defined as the roduct of the squared dislaceent resonse U at the N V installation oints and the volue ratio V between the volue of aterial V v of the base late, where d1 v is the volue of the -th eleent of the base late design, and the volue of aterial V of the adissible design doain. he design variables, 1,, Nd, reresent the voluetric aterial densities of the finite eleents, where N d is the nuber of finite eleents of the adissible design doain. he squared dislaceent resonse U in the obective is evaluated as U 1 1 u u u u, () c c c c Nc Nc c where the vector u denotes the translational dislaceents of the four installation oints, cf. Figure, and N c is the nuber of the translational drees of freedo at the installation oints. he overbar denotes colex conugate of a vector or atrix, and the suerscrit reresents the transose of a atrix or vector. u is extracted fro the dislaceent vector u by introducing a location atrix L, which is a zero atrix with unit values at c

3 the diagonal eleents corresonding to the translational drees of freedo of the nodes of the installation oints. Figure Scheatic of achinery installation in a lightweight building he sybols K, M, and C are the stiffness, the ass, and the daing atrices of the base late with the eq achine, u is the dislaceent vector of the base late with the achine, and K b is the frequency-deendent colex equivalent dynaic stiffness atrix of the building at the installation oints. For different excitation frequencies and different installation ositions in the building, different vibration odes of the building ay be eq excited so that the resonse at the installation oints on the building floor will be different. herefore, K b should be couted via the forced vibration analysis of the building at each given frequency. he sybol f is the excitation force alied at the centre of gravity of the achine, and f t denotes the transitted force at the installation oints on the floor where the achine is installed via the base late. For the four installation oints, the c transitted force f t on the floor and the corresonding dislaceent vector u b are written as f t ft1 ft ft3 f t4, c c c c c b b1 b b3 b4 u u u u u. (3) he forces and dislaceents at the interface of the contiguous base late and the floor are shown in Figure, where the arrows define the ositive directions of the forces and the dislaceents. he couling between the base c c late with the achinery and the building is realized by the coatibility of the dislaceents, u u b. If a fixed oent-free hinge connection is assued at the ounting unction on the floor, only force transission taes lace, and the force vector f t1, see Figure, only has translational coonents in the x-, y-, and z-directions, t1 f x t1, f y t1, f z t1 f. (4) Furtherore, if the in-lane otion of the base late is ignored, only the vertical force in the z-direction should be eq considered. For this case, K b is reduced to a 4 4 colex atrix. Eq. (1d) secifies a constraint on the static ( =) dislaceent of the achine which revents a trivial solution with an unreasonably large value of this dislaceent. he function g u is couted by Eq.(5) as the root-ean-square (RMS) value of the dislaceents of the achine, and g is the uer allowable liit for this RMS value. We have 1 g u u u, (5) N where u denotes the dislaceent vector of all drees of freedo of the achine, and N is the nuber of the drees of freedo of the dislaceents of the achine. he location atrix R is defined for extracting the dislaceent vector u of the achine fro the dislaceent vector u, i.e. u Ru, cf. Sub-section 6.. Eq. (1e) secifies the lower and uer liits and 1. for the design variable. For this toology otiization roble with a single aterial, a sall ositive value lie.1 is rescribed for in order to avoid nuerical singularity. ex i t in the reainder. he sybol We assue tie haronic otion, and oit the tie deendent ter 3

4 denotes the excitation frequency, and i reresents the iaginary unit, i 1. Daing is iortant for the vibration analysis and design of lightweight buildings, but we disrard daing in this aer and assue C =. he otiization forulation in Eq. (1) can be rewritten as iniize U g V V subect to K i C M +K u f, (b) eq b u d g, (c) 1, 1,, N. (d) (a) (6) 5. SIMP odel for toology otiization of late structures A single solid aterial is eloyed in the toology otiization of the base late. As is well nown, a transfored and relaxed continuous roble instead of the discrete /1 design roble is adoted by introducing soe for of continuation and enalization. he classical SIMP (Solid Isotroic Material with Penalization) interolation schee [7, 8] is used in this study. he finite eleent stiffness and ass atrices of the e-th eleent in the design doain can be exressed as resectively, where e and q, (7) e e e e, (8) e e e e e denote the eleent stiffness and ass atrices corresonding to the given solid elastic aterial. Here, the sybols and q are enalty araeters, and continuation of the enalization is adoted in the otiization iterations by gradually increasing and q fro 1. to 3.. he sae factors =3 and q =3 for stiffness and ass atrices are finally used until convergence. In order to suress the nuerical instability and alying a iniu length constraint, the basic density filtering [9] is used in this aer. 6. Design sensitivity analysis he sensitivities of the obective and constraint functions will be derived analytically in Sub-sections 6.1 and 6., resectively Sensitivity of obective function Fro Eq.(1), the sensitivity of the obective function is couted as V U V V V U V U V where the sensitivity of the used aterial volue is couted as V, (9) v, (1) and the sensitivity of the squared dislaceent resonse U is couted via the adoint ethod. he following function is constructed after introducing Lagrangean ultiliers λ and λ where the dynaic stiffness atrix S is written as, cf. Eq. (6b), L U λ Su fλ Su f, (11) S K ic M +K. (1) eq b Furtherore, we can obtain fro the governing equation in Eq. (6b), Su f, (13) 4

5 Su f. (14) he design sensitivity can be analyzed as below if the loading f is assued to be design indeendent L 1 ulu λ λ S u S u Nc Su f Su f λ u S λ u S. (15) After rearrangeent and by setting the coefficient atrix of the ters with the derivative of dislaceent equal to zero, we obtain the sensitivity of the Lagrangean function which is equivalent to Eqs. (11) and (17) give L S S λ uλ u, (16) L λ S u. (17) Re U λ S u. (18) Re he sensitivity of the obective function is easily derived using the result in Eqs. (18) and (9) and the haronic otion assution. he aterial interolation forulas in Eqs. (7) and (8) are used for evaluating the derivatives of the stiffness and ass atrices. 6.. Sensitivity of constraint functions For the constraint on the static dislaceent of the achine, the constraint function g u is defined in Eq. (5), and exressed in ters of u, N and the location atrix R, the sensitivity of the constraint function is couted as 1 uru g 1 1 N 1 g 1 g uru N (19) he adoint ethod is also used for deriving the design sensitivity of the function g, and the following function is constructed after introducing the Lagrangean ultilier for the excitation frequency, eq where b Lg g K K +K, and the design sensitivity can be exressed as α Ku f. () L 1 uru g α K u N Ku f α u K. (1) By setting the coefficient atrix of the ters with the derivative of dislaceent equal to zero, and aing use of of the syetry of the stiffness atrix K and the location atrix R, we obtain Lg K α u. () he sensitivity of the constraint function g is now easily derived fro Eqs. () and (19) g 1 g K α u. (3) 5

6 With these sensitivity results, the otiization roble in Eq. (6) ay be solved by a atheatical rograing ethod, e.g., the Method of Moving Asytotes (MMA) by Svanberg[1]. he convergence criterion is secified as follows. When the axiu relative change of the design variables in two consecutive iterations is saller than a secified value, e.g..1, or the relative change of the values of the obective function in two consecutive iterations is saller than a secified value, e.g. 1e-5, the otiization iterations are stoed. 7. Nuerical exales: iniization of the roduct of the building vibration transission and the volue of base late aterial Building 3-3 as shown in Figure 1 is considered with the diensions of a roo chosen as: length L = 6, height H = 3.6, and width W = 4.8. he base late with the achine is installed on to of Roo -3 through the hinges in the corners of the quadratic design doain for the base late with continuity of only the translational drees of freedo, and the equivalent colex stiffness atrix of the building is couted corresondingly at the four installation oints for each given excitation frequency. he achine is assued to be installed at the centre of the base late by four rigid ounts, where the translational and rotational drees of freedo are fully couled. In the following exales, an excitation loading is alied at the centre of gravity of the achine with the alitude vector f,, 1, i.e., 1 N in the vertical z-direction. he geoetric and aterial araeters of the base late and the achine are listed in able 1 and able, resectively. he base late is eshed into nine-node Mindlin late eleents with three drees of freedo er node, where the in-lane otion is ignored. able 1 Geoetric and aterial roerties of the base late Base late (Aluinu) Diension of the late: Young s odulus Pa Mass density 7 g/ 3 hicness. Meshing nine-node eleents able Material and geoetric araeters of the achine Machine (3D elastic body, ade by steel) Length. Width. Height.1 Young s odulus Pa Mass density 78 g/ 3 Mass = 31. g 7.1. Nuerical exales In this subsection, the toology otiization of the base late is studied by assuing no daing for the base late and the building structures. Free vibration analysis is first erfored for the syste including the building, the achine, and the initial base late. Here, the initial design of the base late is defined by all the (density) design variables of the adissible design doain being equal to.5, which is rarded as a reference design for coarison. he eigenfrequencies and eigenodes of the building syste with the initial base late are resented in Figure 3, where the first eigenfrequency is 9.31 Hz. 6

7 (a) Mode 1, f 1 = 9.31 Hz (b) Mode, f =1.469 Hz (c) Mode 3, f 3 = 13. Hz (d) Mode 4, f 4 =19.89 Hz (e) Mode 5, f 5 =.153 Hz (f) Mode 6, f 6 =1.4 Hz (g) Mode 7, f 7 =1.969 Hz (h) Mode 8, f 8 =.885 Hz Figure 3 Eigenfrequencies and eigenodes of the building syste with the initial base late (a-h). Red colour reresents larger (nuerical) dislaceent agnitude, and blue reresents zero dislaceent. 7

8 hen, design otiization for iniizing the roduct of the vibration transission and the used volue of aterial forulated in Eq. (6) is carried out for different single excitation frequencies, f = 5,, 4 Hz. Different uer liits g of the RMS value of the axiu allowable static dislaceents is studied, e.g., g =3, and g =5. he density filter radius is two ties the length of the late eleent. (a) Excitation frequency f = 5 Hz (b) Excitation frequency f = Hz (c) Excitation frequency f = 4 Hz Figure 4 Otiized toologies of the base late with excitation at different frequencies for iniizing the roduct of the vibration transission in Building 3-3 and the volue of aterial used for the base late. Given uer liit on the static dislaceent of the achine: g =3 : (a) excitation frequency f = 5 Hz, (b) f = Hz, (c) f = 4 Hz able 3 Coarison of the obective, the squared dislaceent resonse at the installation ositions, and the aount of used aterial for the reference and the otiized designs in Figure 4(a-c) U V Relative V decrease of U V obective V Reference Otiized Reference Otiized Reference Otiized Figure 4(a) at f = 1 Hz e e % e-8 1.7e Figure 4(b) at f = Hz e e %.38e e Figure 4(c) at f = 4 Hz e e % e e (a) Excitation frequency f = 5 Hz (b) Excitation frequency f = Hz (c) Excitation frequency f = 4 Hz Figure 5 Otiized toologies of the base late with excitation at different frequencies for iniizing the roduct of the vibration transission in Building 3-3 and the volue of aterial used for the base late. Given uer liit on the static dislaceent of the achine: g =5 : (a) excitation frequency f = 5 Hz, (b) f = Hz, (c) f = 4 Hz 8

9 able 4 Coarison of the obective, the squared dislaceent resonse at the installation ositions, and the aount of used aterial for the reference design and the otiized designs in Figure 5(a-c) U V Relative V decrease of U V V obective Reference Otiized Reference Otiized Reference Otiized Figure 5(a) at f = 5 Hz e e % e e-1.39 Figure 5(b) at f = Hz e e %.38e e Figure 5(c) at f = 4 Hz e e % e-1.317e-1.65 he otiized toologies of the base late at the excitation frequencies f = 5,, and 4 Hz are shown in Figure 4(a-c) for g =3 and Figure 5(a-c) for g =5. For the otiized designs, the constraint on the static dislaceent of the achine is always active. As a coarison, the squared dislaceent resonse U for the reference base late is couted for different cases. he values of the obective function, the volue ratio and the squared dislaceent resonse at different excitation frequencies for the reference and the otiized base lates in Figure 4(a-c) and Figure 5(a-c) are listed in able 3 and able 4, resectively, where it is seen that the obective has generally been decreased quite substantially for the otiized designs relative to the reference design in all the exales. he otiization has decreased the vibration transission into buildings, and siultaneously reduced the aount of used aterial for the excitation frequencies f = 5,, and 4 Hz. 8. Conclusions Vibration transission in lightweight buildings is iniized by design otiization of the base late of achinery at different frequencies. Miniization of the roduct of the vibration transission into the building and the volue of aterial used in the base late is chosen as the design obective. Since the iniization of the vibration transission would lie to searate the building fro the achinery, which results into a trivial solution, a constraint on the static dislaceent of the achinery is introduced in order to rovide a ractically eaningful design. Otiized toologies of the base late are obtained for different excitation frequencies and different static dislaceent constraints. For low frequencies, the designs are stiffness-driven. Since the building floors can be considered relatively stiff in the low frequency range, the otiu toologies are very siilar for different installation ositions in the building. For larger excitation frequencies, the vibration of the building floor has ore influence on the vibration ode of the base late and the vibration transission into the building. For excitation frequencies larger than the first eigenfrequency of the base late, the toologies becoe ore ass-driven and generally exhibit soe concentration of ass in the central area. he influence on the otiu base late toology of aterial daing and of different base late installation ositions in the building, is subect to further study. 9. Acnowledgeents his wor has been funded by the EU InterR Proect Silent Saces and Aalborg University. 1. References [1] B. Niu, N. Olhoff, G. Cheng, oological design for iniization of the roduct of dynaic coliance and aterial cost for structures subected to forced vibration in a range of excitation frequencies, 13, in rearation. [] G.I.N. Rozvany, O.M. Querin, Z. Gasar, V. Poezansi, Extended otiality in toology design, Structural and Multidiscilinary Otiization. 4, 57-61,. [3] G.I.N. Rozvany, A critical review of established ethods of structural toology otiization, Structural and Multidiscilinary Otiization. 37, 17-37, 9. [4] G.I.N. Rozvany, raditional vs. Extended otiality in toology otiization, Structural and Multidiscilinary Otiization. 37, , 9. [5] L.V. Andersen, P.H. Kiraard, K. Persson, N. Kiel, B. Niu, A odular finite-eleent odel for analysis of vibration transission in ulti-storey lightweight buildings, Proceedings of the Eleventh International Conference on Coutational Structures echnology (CS1), Civil-Co Press, Dubrovni, Croatia, 1. [6] B. Niu, L.V. Andersen, N. Kiel, O. Flodén, G. Sandberg, Vibration transission in a ulti-storey lightweight 9

10 building: A araeter study, Proceedings of the Eleventh International Conference on Coutational Structures echnology (CS1), Civil-Co Press, Dubrovni, Croatia, 1. [7] M.P. Bendsøe, Otial shae design as a aterial distribution roble, Structural Otiization. 1, 193, [8] G. Rozvany, M. Zhou,. Birer, Generalized shae otiization without hoogenization, Structural Otiization. 4, 5-5, 199. [9].E. Bruns, D.A. ortorelli, oology otiization of non-linear elastic structures and coliant echaniss, Couter Methods in Alied Mechanics and Engineering. 19, , 1. [1] K. Svanberg, he ethod of oving asytotes - a new ethod for structural otiization, International Journal for Nuerical Methods in Engineering. 4, ,

Frequency Domain Analysis of Rattle in Gear Pairs and Clutches. Abstract. 1. Introduction

Frequency Domain Analysis of Rattle in Gear Pairs and Clutches. Abstract. 1. Introduction The 00 International Congress and Exosition on Noise Control Engineering Dearborn, MI, USA. August 9-, 00 Frequency Doain Analysis of Rattle in Gear Pairs and Clutches T. C. Ki and R. Singh Acoustics and

More information

CHAPTER 2 THERMODYNAMICS

CHAPTER 2 THERMODYNAMICS CHAPER 2 HERMODYNAMICS 2.1 INRODUCION herodynaics is the study of the behavior of systes of atter under the action of external fields such as teerature and ressure. It is used in articular to describe

More information

AN EXPLICIT METHOD FOR NUMERICAL SIMULATION OF WAVE EQUATIONS

AN EXPLICIT METHOD FOR NUMERICAL SIMULATION OF WAVE EQUATIONS The 4 th World Conference on Earthquake Engineering October -7, 8, Beiing, China AN EXPLICIT ETHOD FOR NUERICAL SIULATION OF WAVE EQUATIONS Liu Heng and Liao Zheneng Doctoral Candidate, Det. of Structural

More information

Numerical Model of the Human Head under Side Impact

Numerical Model of the Human Head under Side Impact J. Basic. Al. Sci. Res., 3(3)47-474, 3 3, TextRoad Publication ISSN 9-434 Journal of Basic and Alied Scientific Research www.textroad.co Nuerical Model of the Huan Head under Side Iact Behrooz Seehri (PHD),

More information

Comparison of parameterization schemes for solving the discrete material optimization problem of composite structures

Comparison of parameterization schemes for solving the discrete material optimization problem of composite structures 10 th World Congress on Structural and Multidiscilinary Otiization May 19-24, 2013, Orlando, Florida, USA Coarison of araeterization schees for soling the discrete aterial otiization roble of coosite structures

More information

STATIC OUTPUT FEEDBACK CONTROL FOR NON-LINEAR FLUTTER AND LIMIT CYCLE OSCILLATION.

STATIC OUTPUT FEEDBACK CONTROL FOR NON-LINEAR FLUTTER AND LIMIT CYCLE OSCILLATION. ICSV4 Cairns Australia 9- July, 007 SAIC OUPU FEEDBACK CONROL FOR NON-LINEAR FLUER AND LIMI CYCLE OSCILLAION Morteza Dardel and Firooz Bakhtiari-Nejad PhD Student, Mechanical Engineering, AirKabir Univeity

More information

Proceedings of Meetings on Acoustics

Proceedings of Meetings on Acoustics Proceedings of Meetings on Acoustics Volue 19, 2013 htt://acousticalsociety.org/ ICA 2013 Montreal Montreal, Canada 2-7 June 2013 Physical Acoustics Session 1PAb: Acoustics in Microfluidics and for Particle

More information

5. Dimensional Analysis. 5.1 Dimensions and units

5. Dimensional Analysis. 5.1 Dimensions and units 5. Diensional Analysis In engineering the alication of fluid echanics in designs ake uch of the use of eirical results fro a lot of exerients. This data is often difficult to resent in a readable for.

More information

Suppress Parameter Cross-talk for Elastic Full-waveform Inversion: Parameterization and Acquisition Geometry

Suppress Parameter Cross-talk for Elastic Full-waveform Inversion: Parameterization and Acquisition Geometry Suress Paraeter Cross-talk for Elastic Full-wavefor Inversion: Paraeterization and Acquisition Geoetry Wenyong Pan and Kris Innanen CREWES Project, Deartent of Geoscience, University of Calgary Suary Full-wavefor

More information

INTERIOR BALLISTIC PRINCIPLE OF HIGH/LOW PRESSURE CHAMBERS IN AUTOMATIC GRENADE LAUNCHERS

INTERIOR BALLISTIC PRINCIPLE OF HIGH/LOW PRESSURE CHAMBERS IN AUTOMATIC GRENADE LAUNCHERS XXXX IB08 19th International Syosiu of Ballistics, 7 11 May 001, Interlaken, Switzerland INTERIOR BALLISTIC PRINCIPLE OF HIGH/LOW PRESSURE CHAMBERS IN AUTOMATIC GRENADE LAUNCHERS S. Jaraaz1, D. Micković1,

More information

NONNEGATIVE matrix factorization finds its application

NONNEGATIVE matrix factorization finds its application Multilicative Udates for Convolutional NMF Under -Divergence Pedro J. Villasana T., Stanislaw Gorlow, Meber, IEEE and Arvind T. Hariraan arxiv:803.0559v2 [cs.lg 5 May 208 Abstract In this letter, we generalize

More information

Dynamics and topology optimization of piezoelectric fans

Dynamics and topology optimization of piezoelectric fans Theral Challenges in Next Generation Electronic Systes, Joshi & Gariella (eds) 00 Millress, Rotterda, ISBN 90-7707-0-8 Dynaics and toology otiization of iezoelectric fans Phili Bürann, Arvind Raan & Suresh

More information

Control and Stability of the Time-delay Linear Systems

Control and Stability of the Time-delay Linear Systems ISSN 746-7659, England, UK Journal of Inforation and Couting Science Vol., No. 4, 206,.29-297 Control and Stability of the Tie-delay Linear Systes Negras Tahasbi *, Hojjat Ahsani Tehrani Deartent of Matheatics,

More information

Chapter 1: Basics of Vibrations for Simple Mechanical Systems

Chapter 1: Basics of Vibrations for Simple Mechanical Systems Chapter 1: Basics of Vibrations for Siple Mechanical Systes Introduction: The fundaentals of Sound and Vibrations are part of the broader field of echanics, with strong connections to classical echanics,

More information

FRESNEL FORMULAE FOR SCATTERING OPERATORS

FRESNEL FORMULAE FOR SCATTERING OPERATORS elecounications and Radio Engineering, 70(9):749-758 (011) MAHEMAICAL MEHODS IN ELECROMAGNEIC HEORY FRESNEL FORMULAE FOR SCAERING OPERAORS I.V. Petrusenko & Yu.K. Sirenko A. Usikov Institute of Radio Physics

More information

Design of Linear-Phase Two-Channel FIR Filter Banks with Rational Sampling Factors

Design of Linear-Phase Two-Channel FIR Filter Banks with Rational Sampling Factors R. Bregović and. Saraäi, Design of linear hase two-channel FIR filter bans with rational saling factors, Proc. 3 rd Int. Sy. on Iage and Signal Processing and Analysis, Roe, Italy, Set. 3,. 749 754. Design

More information

New Set of Rotationally Legendre Moment Invariants

New Set of Rotationally Legendre Moment Invariants New Set of Rotationally Legendre Moent Invariants Khalid M. Hosny Abstract Orthogonal Legendre oents are used in several attern recognition and iage rocessing alications. Translation and scale Legendre

More information

EGN 3353C Fluid Mechanics

EGN 3353C Fluid Mechanics Lecture 4 When nondiensionalizing an equation, nondiensional araeters often aear. Exale Consider an object falling due to gravity in a vacuu d z ays: (1) the conventional diensional aroach, and () diensionless

More information

SUPPORTING INFORMATION FOR. Mass Spectrometrically-Detected Statistical Aspects of Ligand Populations in Mixed Monolayer Au 25 L 18 Nanoparticles

SUPPORTING INFORMATION FOR. Mass Spectrometrically-Detected Statistical Aspects of Ligand Populations in Mixed Monolayer Au 25 L 18 Nanoparticles SUPPORTIG IFORMATIO FOR Mass Sectroetrically-Detected Statistical Asects of Lig Poulations in Mixed Monolayer Au 25 L 8 anoarticles Aala Dass,,a Kennedy Holt, Joseh F. Parer, Stehen W. Feldberg, Royce

More information

NUMERICAL SIMULATION OF THE BEHAVIOR OF AN EXPANSIVE SOIL

NUMERICAL SIMULATION OF THE BEHAVIOR OF AN EXPANSIVE SOIL Blucher Mechanical Engineering Proceedings May 214, vol. 1, nu. 1 www.roceedings.blucher.co.br/evento/1wcc NUMERICAL SIMULATION OF THE BEHAVIOR OF AN EXPANSIVE SOIL L.M. Costa 1, S. R. M. Ferreira 2, I.

More information

Chapter 2: Introduction to Damping in Free and Forced Vibrations

Chapter 2: Introduction to Damping in Free and Forced Vibrations Chapter 2: Introduction to Daping in Free and Forced Vibrations This chapter ainly deals with the effect of daping in two conditions like free and forced excitation of echanical systes. Daping plays an

More information

Dolph-Chebyshev Pattern Synthesis for Uniform Circular Arrays

Dolph-Chebyshev Pattern Synthesis for Uniform Circular Arrays 1 Dolh-Chebyshev Pattern Synthesis for Unifor Circular Arrays Tin-Ei Wang, Russell Brinkan, and Kenneth R. Baker, Sr. Meber, IEEE Interdiscilinary Telecounications Progra UCB 530, University of Colorado,

More information

Derivation of stiffness matrix in constitutive modeling of magnetorheological elastomer

Derivation of stiffness matrix in constitutive modeling of magnetorheological elastomer Journal of Physics: Conference Series Derivation of stiffness atrix in constitutive odeling of agnetorheological elastoer To cite this article: D Leng et al J. Phys.: Conf. Ser. 4 8 View the article online

More information

Security Transaction Differential Equation

Security Transaction Differential Equation Security Transaction Differential Equation A Transaction Volue/Price Probability Wave Model Shi, Leilei This draft: June 1, 4 Abstract Financial arket is a tyical colex syste because it is an oen trading

More information

An Iterative Substructuring Approach to the Calculation of. Eigensolution and Eigensensitivity

An Iterative Substructuring Approach to the Calculation of. Eigensolution and Eigensensitivity his is the Pre-Published Version. An Iterative Substructuring Aroach to the Calculation of Eigensolution and Eigensensitivity Shun Weng PhD student, Deartent of Civil and Structural Engineering, he Hong

More information

On Maximizing the Convergence Rate for Linear Systems With Input Saturation

On Maximizing the Convergence Rate for Linear Systems With Input Saturation IEEE TRANSACTIONS ON AUTOMATIC CONTROL, VOL. 48, NO. 7, JULY 2003 1249 On Maxiizing the Convergence Rate for Linear Systes With Inut Saturation Tingshu Hu, Zongli Lin, Yacov Shaash Abstract In this note,

More information

Mistiming Performance Analysis of the Energy Detection Based ToA Estimator for MB-OFDM

Mistiming Performance Analysis of the Energy Detection Based ToA Estimator for MB-OFDM IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS Mistiing Perforance Analysis of the Energy Detection Based ToA Estiator for MB-OFDM Huilin Xu, Liuqing Yang contact author, Y T Jade Morton and Mikel M Miller

More information

Phase field modelling of microstructural evolution using the Cahn-Hilliard equation: A report to accompany CH-muSE

Phase field modelling of microstructural evolution using the Cahn-Hilliard equation: A report to accompany CH-muSE Phase field odelling of icrostructural evolution using the Cahn-Hilliard equation: A reort to accoany CH-uSE 1 The Cahn-Hilliard equation Let us consider a binary alloy of average coosition c 0 occuying

More information

[95/95] APPROACH FOR DESIGN LIMITS ANALYSIS IN VVER. Shishkov L., Tsyganov S. Russian Research Centre Kurchatov Institute Russian Federation, Moscow

[95/95] APPROACH FOR DESIGN LIMITS ANALYSIS IN VVER. Shishkov L., Tsyganov S. Russian Research Centre Kurchatov Institute Russian Federation, Moscow [95/95] APPROACH FOR DESIGN LIMITS ANALYSIS IN VVER Shishkov L., Tsyganov S. Russian Research Centre Kurchatov Institute Russian Federation, Moscow ABSTRACT The aer discusses a well-known condition [95%/95%],

More information

3 Thermodynamics and Statistical mechanics

3 Thermodynamics and Statistical mechanics Therodynaics and Statistical echanics. Syste and environent The syste is soe ortion of atter that we searate using real walls or only in our ine, fro the other art of the universe. Everything outside the

More information

Optimization of Dynamic Reactive Power Sources Using Mesh Adaptive Direct Search

Optimization of Dynamic Reactive Power Sources Using Mesh Adaptive Direct Search Acceted by IET Generation, Transission & Distribution on 6/2/207 Otiization of Dynaic Reactive Power Sources Using Mesh Adative Direct Search Weihong Huang, Kai Sun,*, Junjian Qi 2, Jiaxin Ning 3 Electrical

More information

Input-Output (I/O) Stability. -Stability of a System

Input-Output (I/O) Stability. -Stability of a System Inut-Outut (I/O) Stability -Stability of a Syste Outline: Introduction White Boxes and Black Boxes Inut-Outut Descrition Foralization of the Inut-Outut View Signals and Signal Saces he Notions of Gain

More information

Handout 6 Solutions to Problems from Homework 2

Handout 6 Solutions to Problems from Homework 2 CS 85/185 Fall 2003 Lower Bounds Handout 6 Solutions to Probles fro Hoewor 2 Ait Charabarti Couter Science Dartouth College Solution to Proble 1 1.2: Let f n stand for A 111 n. To decide the roerty f 3

More information

NUMERICAL MODELLING OF THE TYRE/ROAD CONTACT

NUMERICAL MODELLING OF THE TYRE/ROAD CONTACT NUMERICAL MODELLING OF THE TYRE/ROAD CONTACT PACS REFERENCE: 43.5.LJ Krister Larsson Departent of Applied Acoustics Chalers University of Technology SE-412 96 Sweden Tel: +46 ()31 772 22 Fax: +46 ()31

More information

Frequency Response of Vibration Control with Linear Actuator and Permanent Magnet Phaisarn SUDWILAI, Koichi OKA and Yuta HIROKAWA

Frequency Response of Vibration Control with Linear Actuator and Permanent Magnet Phaisarn SUDWILAI, Koichi OKA and Yuta HIROKAWA The th MAGDA Conference in Pacific Asia, Noeber 4-6,, Kaohsiung, Taiwan 3B5 Frequency Resonse of Vibration Control with Linear Actuator and Peranent Magnet Phaisarn SUDWILAI, Koichi OKA and Yuta HIROKAWA

More information

CALCULATION of CORONA INCEPTION VOLTAGES in N 2 +SF 6 MIXTURES via GENETIC ALGORITHM

CALCULATION of CORONA INCEPTION VOLTAGES in N 2 +SF 6 MIXTURES via GENETIC ALGORITHM CALCULATION of COONA INCPTION VOLTAGS in N +SF 6 MIXTUS via GNTIC ALGOITHM. Onal G. Kourgoz e-ail: onal@elk.itu.edu.tr e-ail: guven@itu.edu..edu.tr Istanbul Technical University, Faculty of lectric and

More information

1. (2.5.1) So, the number of moles, n, contained in a sample of any substance is equal N n, (2.5.2)

1. (2.5.1) So, the number of moles, n, contained in a sample of any substance is equal N n, (2.5.2) Lecture.5. Ideal gas law We have already discussed general rinciles of classical therodynaics. Classical therodynaics is a acroscoic science which describes hysical systes by eans of acroscoic variables,

More information

Approximation by Piecewise Constants on Convex Partitions

Approximation by Piecewise Constants on Convex Partitions Aroxiation by Piecewise Constants on Convex Partitions Oleg Davydov Noveber 4, 2011 Abstract We show that the saturation order of iecewise constant aroxiation in L nor on convex artitions with N cells

More information

Computationally Efficient Control System Based on Digital Dynamic Pulse Frequency Modulation for Microprocessor Implementation

Computationally Efficient Control System Based on Digital Dynamic Pulse Frequency Modulation for Microprocessor Implementation IJCSI International Journal of Couter Science Issues, Vol. 0, Issue 3, No 2, May 203 ISSN (Print): 694-084 ISSN (Online): 694-0784 www.ijcsi.org 20 Coutationally Efficient Control Syste Based on Digital

More information

Dynamic analysis of frames with viscoelastic dampers: a comparison of damper models

Dynamic analysis of frames with viscoelastic dampers: a comparison of damper models Structural Engineering and Mechanics, Vol. 41, No. 1 (2012) 113-137 113 Dynaic analysis of fraes with viscoelastic dapers: a coparison of daper odels R. Lewandowski*, A. Bartkowiak a and H. Maciejewski

More information

Numerical Method for Obtaining a Predictive Estimator for the Geometric Distribution

Numerical Method for Obtaining a Predictive Estimator for the Geometric Distribution British Journal of Matheatics & Couter Science 19(5): 1-13, 2016; Article no.bjmcs.29941 ISSN: 2231-0851 SCIENCEDOMAIN international www.sciencedoain.org Nuerical Method for Obtaining a Predictive Estiator

More information

DISCRETE DUALITY FINITE VOLUME SCHEMES FOR LERAY-LIONS TYPE ELLIPTIC PROBLEMS ON GENERAL 2D MESHES

DISCRETE DUALITY FINITE VOLUME SCHEMES FOR LERAY-LIONS TYPE ELLIPTIC PROBLEMS ON GENERAL 2D MESHES ISCRETE UALITY FINITE VOLUME SCHEMES FOR LERAY-LIONS TYPE ELLIPTIC PROBLEMS ON GENERAL 2 MESHES BORIS ANREIANOV, FRANCK BOYER AN FLORENCE HUBERT Abstract. iscrete duality finite volue schees on general

More information

#A62 INTEGERS 16 (2016) REPRESENTATION OF INTEGERS BY TERNARY QUADRATIC FORMS: A GEOMETRIC APPROACH

#A62 INTEGERS 16 (2016) REPRESENTATION OF INTEGERS BY TERNARY QUADRATIC FORMS: A GEOMETRIC APPROACH #A6 INTEGERS 16 (016) REPRESENTATION OF INTEGERS BY TERNARY QUADRATIC FORMS: A GEOMETRIC APPROACH Gabriel Durha Deartent of Matheatics, University of Georgia, Athens, Georgia gjdurha@ugaedu Received: 9/11/15,

More information

An Investigation into the Effects of Roll Gyradius on Experimental Testing and Numerical Simulation: Troubleshooting Emergent Issues

An Investigation into the Effects of Roll Gyradius on Experimental Testing and Numerical Simulation: Troubleshooting Emergent Issues An Investigation into the Effects of Roll Gyradius on Exeriental esting and Nuerical Siulation: roubleshooting Eergent Issues Edward Dawson Maritie Division Defence Science and echnology Organisation DSO-N-140

More information

Experimental Based Substructuring Using a Craig-Bampton Transmission Simulator Model

Experimental Based Substructuring Using a Craig-Bampton Transmission Simulator Model Experiental Based Substructuring Using a raig-bapton ransission Siulator Model Mathew S. llen, Daniel. Kaer Departent of Engineering Physics University of Wisconsin Madison, WI 376 kaer@engr.wisc.edu,

More information

Analysis of ground vibration transmission in high precision equipment by Frequency Based Substructuring

Analysis of ground vibration transmission in high precision equipment by Frequency Based Substructuring Analysis of ground vibration transission in high precision equipent by Frequency Based Substructuring G. van Schothorst 1, M.A. Boogaard 2, G.W. van der Poel 1, D.J. Rixen 2 1 Philips Innovation Services,

More information

Parallelizing Spectrally Regularized Kernel Algorithms

Parallelizing Spectrally Regularized Kernel Algorithms Journal of Machine Learning Research 19 (2018) 1-29 Subitted 11/16; Revised 8/18; Published 8/18 Parallelizing Sectrally Regularized Kernel Algoriths Nicole Mücke nicole.uecke@atheatik.uni-stuttgart.de

More information

REDUCTION OF FINITE ELEMENT MODELS BY PARAMETER IDENTIFICATION

REDUCTION OF FINITE ELEMENT MODELS BY PARAMETER IDENTIFICATION ISSN 139 14X INFORMATION TECHNOLOGY AND CONTROL, 008, Vol.37, No.3 REDUCTION OF FINITE ELEMENT MODELS BY PARAMETER IDENTIFICATION Riantas Barauskas, Vidantas Riavičius Departent of Syste Analysis, Kaunas

More information

Final Exam Classical Mechanics

Final Exam Classical Mechanics Final Ea Classical Mechanics. Consider the otion in one diension of a article subjected to otential V= (where =constant). Use action-angle variables to find the eriod of the otion as a function of energ.

More information

Modi ed Local Whittle Estimator for Long Memory Processes in the Presence of Low Frequency (and Other) Contaminations

Modi ed Local Whittle Estimator for Long Memory Processes in the Presence of Low Frequency (and Other) Contaminations Modi ed Local Whittle Estiator for Long Meory Processes in the Presence of Low Frequency (and Other Containations Jie Hou y Boston University Pierre Perron z Boston University March 5, 203; Revised: January

More information

Chapter 11: Vibration Isolation of the Source [Part I]

Chapter 11: Vibration Isolation of the Source [Part I] Chapter : Vibration Isolation of the Source [Part I] Eaple 3.4 Consider the achine arrangeent illustrated in figure 3.. An electric otor is elastically ounted, by way of identical isolators, to a - thick

More information

ACCURACY OF THE DISCRETE FOURIER TRANSFORM AND THE FAST FOURIER TRANSFORM

ACCURACY OF THE DISCRETE FOURIER TRANSFORM AND THE FAST FOURIER TRANSFORM SIAM J. SCI. COMPUT. c 1996 Society for Industrial and Alied Matheatics Vol. 17, o. 5,. 1150 1166, Seteber 1996 008 ACCURACY OF THE DISCRETE FOURIER TRASFORM AD THE FAST FOURIER TRASFORM JAMES C. SCHATZMA

More information

ACTIVE VIBRATION CONTROL FOR STRUCTURE HAVING NON- LINEAR BEHAVIOR UNDER EARTHQUAKE EXCITATION

ACTIVE VIBRATION CONTROL FOR STRUCTURE HAVING NON- LINEAR BEHAVIOR UNDER EARTHQUAKE EXCITATION International onference on Earthquae Engineering and Disaster itigation, Jaarta, April 14-15, 8 ATIVE VIBRATION ONTROL FOR TRUTURE HAVING NON- LINEAR BEHAVIOR UNDER EARTHQUAE EXITATION Herlien D. etio

More information

Data-Driven Imaging in Anisotropic Media

Data-Driven Imaging in Anisotropic Media 18 th World Conference on Non destructive Testing, 16- April 1, Durban, South Africa Data-Driven Iaging in Anisotropic Media Arno VOLKER 1 and Alan HUNTER 1 TNO Stieltjesweg 1, 6 AD, Delft, The Netherlands

More information

The CIA (consistency in aggregation) approach A new economic approach to elementary indices

The CIA (consistency in aggregation) approach A new economic approach to elementary indices The CIA (consistency in aggregation) aroach A new econoic aroach to eleentary indices Dr Jens ehrhoff*, Head of Section Business Cycle and Structural Econoic Statistics * Jens This ehrhoff, resentation

More information

Kinetic Theory of Gases: Elementary Ideas

Kinetic Theory of Gases: Elementary Ideas Kinetic Theory of Gases: Eleentary Ideas 17th February 2010 1 Kinetic Theory: A Discussion Based on a Siplified iew of the Motion of Gases 1.1 Pressure: Consul Engel and Reid Ch. 33.1) for a discussion

More information

Physics 2107 Oscillations using Springs Experiment 2

Physics 2107 Oscillations using Springs Experiment 2 PY07 Oscillations using Springs Experient Physics 07 Oscillations using Springs Experient Prelab Read the following bacground/setup and ensure you are failiar with the concepts and theory required for

More information

J.B. LASSERRE AND E.S. ZERON

J.B. LASSERRE AND E.S. ZERON L -NORMS, LOG-BARRIERS AND CRAMER TRANSFORM IN OPTIMIZATION J.B. LASSERRE AND E.S. ZERON Abstract. We show that the Lalace aroxiation of a sureu by L -nors has interesting consequences in otiization. For

More information

Thermal conductivity, diffusivity and heat capacity of plasticized polyvinyl chloride

Thermal conductivity, diffusivity and heat capacity of plasticized polyvinyl chloride Indian Journal of Pure & Alied Physics Vol. 43, February 25,. 132-136 heral conductivity, diffusivity and heat caacity of lasticized olyvinyl chloride P Dashora 1, G Guta 2 & J Dashora 1 1 Deartent of

More information

Physics 221B: Solution to HW # 6. 1) Born-Oppenheimer for Coupled Harmonic Oscillators

Physics 221B: Solution to HW # 6. 1) Born-Oppenheimer for Coupled Harmonic Oscillators Physics B: Solution to HW # 6 ) Born-Oppenheier for Coupled Haronic Oscillators This proble is eant to convince you of the validity of the Born-Oppenheier BO) Approxiation through a toy odel of coupled

More information

arxiv: v4 [math.st] 9 Aug 2017

arxiv: v4 [math.st] 9 Aug 2017 PARALLELIZING SPECTRAL ALGORITHMS FOR KERNEL LEARNING GILLES BLANCHARD AND NICOLE MÜCKE arxiv:161007487v4 [athst] 9 Aug 2017 Abstract We consider a distributed learning aroach in suervised learning for

More information

Exploiting Matrix Symmetries and Physical Symmetries in Matrix Product States and Tensor Trains

Exploiting Matrix Symmetries and Physical Symmetries in Matrix Product States and Tensor Trains Exloiting Matrix Syetries and Physical Syetries in Matrix Product States and Tensor Trains Thoas K Huckle a and Konrad Waldherr a and Thoas Schulte-Herbrüggen b a Technische Universität München, Boltzannstr

More information

A Constraint View of IBD Graphs

A Constraint View of IBD Graphs A Constraint View of IBD Grahs Rina Dechter, Dan Geiger and Elizabeth Thoson Donald Bren School of Inforation and Couter Science University of California, Irvine, CA 92697 1 Introduction The reort rovides

More information

Theory Analysis on Magnetoelectric Voltage Coefficients of the Terfoneol-D/PZT Composite Transducer

Theory Analysis on Magnetoelectric Voltage Coefficients of the Terfoneol-D/PZT Composite Transducer heory Analysis on Magnetoelectric Voltage Coefficients of the erfoneol-d/pz Coosite ransducer Shuxiang Dong, JieFang Li, and Dwight Viehland Materials Science & ngineering, Virginia ech, Blacksburg, VA406

More information

STRAIN ENERGY DENSITY AS THE LINK BETWEEN GLOBAL AND LOCAL APPROACH TO FRACTURE

STRAIN ENERGY DENSITY AS THE LINK BETWEEN GLOBAL AND LOCAL APPROACH TO FRACTURE eference ID: ICF100494O STAIN ENEGY DENSITY AS THE LIN BETWEEN GLOBAL AND LOCAL APPOACH TO FACTE Hans-Jakob Schindler Mat-Tec Ltd., Winterthur, Switzerland (forerly EMPA, Duebendorf, Switzerland) ABSTACT

More information

Kinetic Theory of Gases: Elementary Ideas

Kinetic Theory of Gases: Elementary Ideas Kinetic Theory of Gases: Eleentary Ideas 9th February 011 1 Kinetic Theory: A Discussion Based on a Siplified iew of the Motion of Gases 1.1 Pressure: Consul Engel and Reid Ch. 33.1) for a discussion of

More information

Question 1. [14 Marks]

Question 1. [14 Marks] 6 Question 1. [14 Marks] R r T! A string is attached to the dru (radius r) of a spool (radius R) as shown in side and end views here. (A spool is device for storing string, thread etc.) A tension T is

More information

Analysis of thickness-profiled gratings for oblique incidence using approximate modeling by plane gratings with surface resistance

Analysis of thickness-profiled gratings for oblique incidence using approximate modeling by plane gratings with surface resistance RADIO SCIENCE, VOL. 44,, doi:0.09/008rs004088, 009 Analysis of thickness-rofiled gratings for oblique incidence using aroxiate odeling by lane gratings with surface resistance Hideaki Wakabayashi and Jiro

More information

Anomalous heat capacity for nematic MBBA near clearing point

Anomalous heat capacity for nematic MBBA near clearing point Journal of Physics: Conference Series Anoalous heat caacity for neatic MA near clearing oint To cite this article: D A Lukashenko and M Khasanov J. Phys.: Conf. Ser. 394 View the article online for udates

More information

A DESIGN GUIDE OF DOUBLE-LAYER CELLULAR CLADDINGS FOR BLAST ALLEVIATION

A DESIGN GUIDE OF DOUBLE-LAYER CELLULAR CLADDINGS FOR BLAST ALLEVIATION International Journal of Aerospace and Lightweight Structures Vol. 3, No. 1 (2013) 109 133 c Research Publishing Services DOI: 10.3850/S201042862013000550 A DESIGN GUIDE OF DOUBLE-LAYER CELLULAR CLADDINGS

More information

Edinburgh Research Explorer

Edinburgh Research Explorer Edinburgh Research Exlorer ALMOST-ORTHOGONALITY IN THE SCHATTEN-VON NEUMANN CLASSES Citation for ublished version: Carbery, A 2009, 'ALMOST-ORTHOGONALITY IN THE SCHATTEN-VON NEUMANN CLASSES' Journal of

More information

Modeling soft Scandinavian clay behavior using the asymptotic state

Modeling soft Scandinavian clay behavior using the asymptotic state NGM 216 Reyjavi Proceedings of the 17 th Nordic Geotechnical Meeting Challenges in Nordic Geotechnic 25 th 28 th of May Modeling soft Scandinavian clay behavior using the asytotic state Jon A. Rønningen

More information

MATHEMATICAL MODELS AND OPTICAL INVESTIGATION OF TWO PHASE FLOWS IN WIND TUNNELS

MATHEMATICAL MODELS AND OPTICAL INVESTIGATION OF TWO PHASE FLOWS IN WIND TUNNELS MATHEMATICAL MODELS AND OPTICAL INESTIGATION OF TWO PHASE FLOWS IN WIND TUNNELS *Central Aerohydrodynaic institute Keywords: wind tunnels, icing in suercooled drolets and non-sherical crystals, otical

More information

Design and Experimental Research of Atomizer Based on Micro Abrasive Ultrasonic Polishing Bang-fu WANG, Yin ZHEN, Juan SONG and A-chun ZHU

Design and Experimental Research of Atomizer Based on Micro Abrasive Ultrasonic Polishing Bang-fu WANG, Yin ZHEN, Juan SONG and A-chun ZHU 217 3rd International Conference on Applied Mechanics and Mechanical Autoation (AMMA 217) ISBN: 978-1-6595-479- Design and Experiental Research of Atoizer Based on Micro Abrasive Ultrasonic Polishing Bang-fu

More information

Vibration Characteristics of Cardboard Inserts in Shells

Vibration Characteristics of Cardboard Inserts in Shells 2003-01-1489 Vibration Characteristics of Cardboard Inserts in Shells Martin G. Foulkes and Jaes P. De Clerck General Motors Corporation Raendra Singh he Ohio State University Copyright 2003 SAE International

More information

CONTROL AND STABILITY ANALYSIS OF AN AUTONOMOUS HELICOPTER

CONTROL AND STABILITY ANALYSIS OF AN AUTONOMOUS HELICOPTER CONTROL AND STABILITY ANALYSIS OF AN AUTONOMOUS HELICOTER A. González, R. Mahtani, M. Béjar, A. Ollero Deartaento de Ingeniería de Sisteas y Autoática Universidad de Sevilla (Sain) {cantos, rajesh, ejar,

More information

Lecture #8-3 Oscillations, Simple Harmonic Motion

Lecture #8-3 Oscillations, Simple Harmonic Motion Lecture #8-3 Oscillations Siple Haronic Motion So far we have considered two basic types of otion: translation and rotation. But these are not the only two types of otion we can observe in every day life.

More information

CAUCHY PROBLEM FOR TECHNOLOGICAL CUMULATIVE CHARGE DESIGN. Christo Christov, Svetozar Botev

CAUCHY PROBLEM FOR TECHNOLOGICAL CUMULATIVE CHARGE DESIGN. Christo Christov, Svetozar Botev SENS'6 Second Scientific Conference with International Particiation SPACE, ECOLOGY, NANOTECHNOLOGY, SAFETY 4 6 June 6, Varna, Bulgaria ----------------------------------------------------------------------------------------------------------------------------------

More information

821. Study on analysis method for deepwater TTR coupled vibration of parameter vibration and vortex-induced vibration

821. Study on analysis method for deepwater TTR coupled vibration of parameter vibration and vortex-induced vibration 81. Study on analysis ethod for deepwater TTR coupled vibration of paraeter vibration and vortex-induced vibration Wu Xue-Min 1, Huang Wei-Ping Shandong Key aboratory of Ocean Engineering, Ocean University

More information

VACUUM chambers have wide applications for a variety of

VACUUM chambers have wide applications for a variety of JOURNAL OF THERMOPHYSICS AND HEAT TRANSFER Vol. 2, No., January March 27 Free Molecular Flows Between Two Plates Equied with Pus Chunei Cai ZONA Technology, Inc., Scottsdale, Arizona 85258 Iain D. Boyd

More information

General Physical Chemistry I

General Physical Chemistry I General Physical Cheistry I Lecture 12 Aleksey Kocherzhenko Aril 2, 2015" Last tie " Gibbs free energy" In order to analyze the sontaneity of cheical reactions, we need to calculate the entroy changes

More information

The Number of Information Bits Related to the Minimum Quantum and Gravitational Masses in a Vacuum Dominated Universe

The Number of Information Bits Related to the Minimum Quantum and Gravitational Masses in a Vacuum Dominated Universe Wilfrid Laurier University Scholars Coons @ Laurier Physics and Couter Science Faculty Publications Physics and Couter Science 01 The uber of Inforation Bits Related to the Miniu Quantu and Gravitational

More information

Supplementary Information for Design of Bending Multi-Layer Electroactive Polymer Actuators

Supplementary Information for Design of Bending Multi-Layer Electroactive Polymer Actuators Suppleentary Inforation for Design of Bending Multi-Layer Electroactive Polyer Actuators Bavani Balakrisnan, Alek Nacev, and Elisabeth Sela University of Maryland, College Park, Maryland 074 1 Analytical

More information

The Realm of Hydrogeology

The Realm of Hydrogeology The Real of Hydrogeology In class exercise Stagnant Flow Plot hydraulic head and ressure vs. deth for (also indicate the hydrostatic line) Stagnant flow (no flow) Steady downward flow Steady uward flow

More information

Seismic Analysis of Structures by TK Dutta, Civil Department, IIT Delhi, New Delhi.

Seismic Analysis of Structures by TK Dutta, Civil Department, IIT Delhi, New Delhi. Seisic Analysis of Structures by K Dutta, Civil Departent, II Delhi, New Delhi. Module 5: Response Spectru Method of Analysis Exercise Probles : 5.8. or the stick odel of a building shear frae shown in

More information

Research on coupling theory and its experiments between torque turbulence and bearing load of multi-support-rotor systems

Research on coupling theory and its experiments between torque turbulence and bearing load of multi-support-rotor systems Available online www.jocpr.co Journal of Cheical and Pharaceutical Research, 04, 6(4):807-85 Research Article ISSN : 0975-7384 CODEN(USA) : JCPRC5 Research on coupling theory and its experients between

More information

Optimal Adaptive Computations in the Jaffard Algebra and Localized Frames

Optimal Adaptive Computations in the Jaffard Algebra and Localized Frames www.oeaw.ac.at Otial Adative Coutations in the Jaffard Algebra and Localized Fraes M. Fornasier, K. Gröchenig RICAM-Reort 2006-28 www.rica.oeaw.ac.at Otial Adative Coutations in the Jaffard Algebra and

More information

A multiscale nonequilibrium model for melting of metal. powder bed subjected to constant heat flux

A multiscale nonequilibrium model for melting of metal. powder bed subjected to constant heat flux A ultiscale nonequilibriu odel for elting of etal owder bed subjected to constant heat flux Jin Wang 1,, Mo Yang 1, Yuwen Zhang, * 1 School of Energy and Power Engineering, University of Shanghai for Science

More information

A STUDY OF UNSUPERVISED CHANGE DETECTION BASED ON TEST STATISTIC AND GAUSSIAN MIXTURE MODEL USING POLSAR SAR DATA

A STUDY OF UNSUPERVISED CHANGE DETECTION BASED ON TEST STATISTIC AND GAUSSIAN MIXTURE MODEL USING POLSAR SAR DATA A STUDY OF UNSUPERVISED CHANGE DETECTION BASED ON TEST STATISTIC AND GAUSSIAN MIXTURE MODEL USING POLSAR SAR DATA Yang Yuxin a, Liu Wensong b* a Middle School Affiliated to Central China Noral University,

More information

Formulation and Solution of Electromagnetic Integral Equations Using Constraint-Based Helmholtz Decompositions

Formulation and Solution of Electromagnetic Integral Equations Using Constraint-Based Helmholtz Decompositions University of Kentucky UKnowledge Theses and Dissertations--Electrical and Couter Engineering Electrical and Couter Engineering 2012 Forulation and Solution of Electroagnetic Integral Equations Using Constraint-Based

More information

Some simple continued fraction expansions for an in nite product Part 1. Peter Bala, January ax 4n+3 1 ax 4n+1. (a; x) =

Some simple continued fraction expansions for an in nite product Part 1. Peter Bala, January ax 4n+3 1 ax 4n+1. (a; x) = Soe sile continued fraction exansions for an in nite roduct Part. Introduction The in nite roduct Peter Bala, January 3 (a; x) = Y ax 4n+3 ax 4n+ converges for arbitrary colex a rovided jxj

More information

Isothermal Elastohydrodynamic Lubrication. E. Feyzullahoglu

Isothermal Elastohydrodynamic Lubrication. E. Feyzullahoglu Journal of the Balkan Tribological Association Vol. 15, No 3, 438 446 (009) 438 Elastohydrodynaic lubrication Isotheral Elastohydrodynaic Lubrication of Ellitic Contacts E. Feyzullahoglu Faculty of Engineering,

More information

The Semantics of Data Flow Diagrams. P.D. Bruza. Th.P. van der Weide. Dept. of Information Systems, University of Nijmegen

The Semantics of Data Flow Diagrams. P.D. Bruza. Th.P. van der Weide. Dept. of Information Systems, University of Nijmegen The Seantics of Data Flow Diagras P.D. Bruza Th.P. van der Weide Det. of Inforation Systes, University of Nijegen Toernooiveld, NL-6525 ED Nijegen, The Netherlands July 26, 1993 Abstract In this article

More information

Comparison Studies on Dynamic Packaging Properties of Corrugated Paperboard Pads

Comparison Studies on Dynamic Packaging Properties of Corrugated Paperboard Pads Engineering, 2010, 2, 378-386 doi:10.4236/eng.2010.25049 Published Online May 2010 (http://www.scirp.org/journal/eng) Coparison Studies on Dynaic Packaging Properties of Corrugated Paperboard Pads Abstract

More information

CONVERTING FORCED VIBRATIONS INDUCED IN PIEZOELECTRIC CANTILEVER PLATE INTO NANO ELECTRICAL POWER

CONVERTING FORCED VIBRATIONS INDUCED IN PIEZOELECTRIC CANTILEVER PLATE INTO NANO ELECTRICAL POWER International Journal of Mechanical Engineering and Technology (IJMET) Volue 9, Issue 11, Noveber 2018, pp. 146 160, Article ID: IJMET_09_11_017 Available online at http://www.iaee.co/ijet/issues.asp?jtype=ijmet&vtype=9&itype=11

More information

To link to this conference : URL :

To link to this conference : URL : Author anuscrit, ublished in "8th Power Plant and Power Syste Control Conference, Toulouse : France (0)" Oen Archive TOULOUSE Archive Ouverte (OATAO) OATAO is an oen access reository that collects the

More information

EFFECTIVE MODAL MASS & MODAL PARTICIPATION FACTORS Revision I

EFFECTIVE MODAL MASS & MODAL PARTICIPATION FACTORS Revision I EFFECTIVE MODA MASS & MODA PARTICIPATION FACTORS Revision I B To Irvine Eail: to@vibrationdata.co Deceber, 5 Introduction The effective odal ass provides a ethod for judging the significance of a vibration

More information

Amplification of Wavelength Division Multiplexing in Multi-Core Erbium Doped Fiber Amplifiers

Amplification of Wavelength Division Multiplexing in Multi-Core Erbium Doped Fiber Amplifiers Alification of Wavelength Division Multilexg Multi-Core biu Doed Fiber Alifiers Jorge R. Costa, edro M. Raos, Carlos R. aiva and Afonso M. Barbosa Instituto de Telecounicações, Instituto Suerior Técnico

More information

A Sequential Tracking Filter without Requirement of Measurement Decorrelation

A Sequential Tracking Filter without Requirement of Measurement Decorrelation A Sequential racing Filter without Requient of Measuent Decorlation Gongjian Zhou, Changjun Yu, aifan Quan Deartent of Electronic Engineering Harbin Institute of echnology Harbin, China zhougj@hit.edu.cn

More information

Monitoring and system identification of suspension bridges: An alternative approach

Monitoring and system identification of suspension bridges: An alternative approach Monitoring and syste identification of suspension bridges: An alternative approach Erdal Şafak Boğaziçi University, Kandilli Observatory and Earthquake Reseach Institute, Istanbul, Turkey Abstract This

More information