Finite Element Analysis of a Fiber Bragg Grating Accelerometer for Performance Optimization

Size: px
Start display at page:

Download "Finite Element Analysis of a Fiber Bragg Grating Accelerometer for Performance Optimization"

Transcription

1 Finite Element Analyi of a Fiber Bragg Grating Accelerometer for Performance Optimization N. Baumallick*, P. Biwa, K. Dagupta and S. Bandyopadhyay Fiber Optic Laboratory, Central Gla and Ceramic Reearch Intitute, Council of Scientific and Indutrial Reearch (CSIR), Kolkata, India *196, Raja S.C. Mullick Road, Kolkata , India, nandini_b@cgcri.re.in Abtract: Senitivity of a cantilever-ma baed fiber Bragg grating (FBG) accelerometer can efficiently be tailored by altering the ditance between the axi of the FBG enor to the neutral axi of the cantilever. To accomplih that in general, a backing patch i ued to mount the FBG on the cantilever. Ue of finite element analyi to quantify the influence of the material contant (Young modulu) of the backing patch and it thickne on the enitivity i preented in thi paper. It i explicitly hown that for a pecific patch material there i an optimum thickne for which the enitivity happen to be the maximum. Uing thi optimum deign, a enitivity ~ 1062 pm/g ha been experimentally achieved, the enhancement almot by a factor of three a compared to that of the conventional cantilever-ma FBG accelerometer of imilar bandwidth. Keyword: accelerometer, cantilever vibration, fiber Bragg grating. 1. Introduction Fiber Bragg grating accelerometer are widely ued in eimic and civil tructural meaurement where it i required to acquire low frequency, low g ignal under harh environmental condition, without any influence of electromagnetic field, with multiplexing capabilitie [1],[2]. Amongt the variou type of FBG accelerometer, the cantilever baed deign are uitable for low frequency meaurement with high enitivity and low cro-axi enitivity [3]. The cantilever baed FBG accelerometer baically comprie of a vibrating cantilever with a FBG bonded on the urface or attached to it. The bending train of the cantilever i tranferred to the FBG which reult in a wavelength hift proportional to the train. The bending train of the cantilever being proportional to the vertical acceleration, the FBG wavelength hift i a direct meaure of the vertical acceleration. For high enitivity, an inert ma i attached to the cantilever tip. However, the highet achievable enitivity by conventional cantilever-ma deign i inufficient for ignal of ultra low magnitude uch a thoe in eimic and civil tructural meaurement. It i obviou that larger the ditance of the FBG from the urface, higher would be the train experienced by the FBG and thu higher would be the enitivity. In our previou work we achieved an enhancement in enitivity uing a Polyimide backing patch to increae the eparation between the neutral axi of the cantilever and the FBG [4]. Senitivity ~450 pm/g, which wa twice compared to conventional cantilever-ma deign, wa achieved for a pecific cantileverma arrangement with a patch of thickne 150 μ m. The limit up to which the enitivity could be increaed by thi mechanim i an important quetion and ha been dealt with in thi paper. In thi paper the primary objective wa to tudy the influence of patch thickne and alo the Young modulu of the patch material on the enitivity of the FBG-accelerometer, by numerical imulation uing COMSOL Multiphyic (verion-4.2a) finite element analyi oftware. It ha been hown that for a pecific patch material, i.e. having the elatic modulu remaining ame there i an optimum thickne of the patch for which the train enhancement of a particular cantilever ma architecture become maximum and thu the enitivity. Senitivity of the order of 1062 pm/g ha been meaured for a particular configuration with a 1000 μ m teflon patch. 2. Theoretical Background The architecture of the propoed accelerometer i illutrated in figure1. The train experienced by the FBG from [4] and the croreference thereof, may be expreed a,

2 ε 3 + d f )( L x) x) = a (1) 2 2 ( ω 0 ω ) L ( F. 3 where urface. d f i the ditance of the FBG from the variation. For a fiber of radiu r, directly mounted on the urface, + r) ε FS = ε (4) 0.5d For a fiber of radiu r, mounted on a patch of thickne, p + r + p) ε FP = ε (5) 0.5d Figure 1. FBG-accelerometer geometry The train experienced by the FBG w.r.t. the train at the urface of the cantilever ε S can therefore be expreed a + d f ) ε F = ε (2) 0.5d The accelerometer enitivity (wavelength hift of FBG per unit acceleration) i given by Δλ 1.2 ε F S = = (3) a a where Δ λ i the FBG wavelength hift. The factor 1.2 i due to the fact that the train enitivity for FBG with peak wavelength in the C band regime, i about 1.2 pm / με in general. From eqn. (2-3), it i evident that larger the ditance of the FBG from the urface, higher i 2 2 the enitivity. The term ( ω in the 0 ω ) denominator of the expreion for ε F ( x ) indicate a frequency dependence of the accelerometer enitivity which i uual for a vibrating cantilever ytem [5]. The enitivity i nearly contant for frequencie much le than the reonance frequency. It gradually increae up to reonance and fall abruptly at frequencie beyond that. Baed on the fact, in practice, the feaible frequency range of operation of thi cla of accelerometer i in general up to half the reonance frequency to avoid large enitivity Thu ratio of the train experienced by the FBG mounted on a patch to the directly mounted FBG (the enhancement factor) may be repreented a ε FP + r + p) IF = = (6) ε + r) FS In [4] eqn.(6) wa ued to predict the train enhancement factor which clearly ha a linear dependence with patch thickne and experimenting with a 150 µm patch we could get enhancement factor IF a predicted by eqn.(6). It may be noted that both the contituent term ε FP and ε FS of eqn.(6) are dependent on the train ditribution ε on the urface of the cantilever. Now if the urface train i aumed to be contant even though it i loaded with a patch of thickne p then eqn. (6) i ufficient to predict the enhancement factor but would not be o imple if the urface train happen to change due to the modification of the cantilever by adding a part in the form of a patch. In that circumtance it i then required to numerically analyze the train variation at the cantilever urface for thi added tructure to quantify it influence on the overall enitivity enhancement. Thi in fact, a mentioned earlier form the bai of the preent paper and i elaborated in the ubequent ection. 3. Model uing COMSOL Multiphyic The geometry in figure1 wa analyzed uing numerical imulation with COMSOL Multiphyic (verion 4.2a) Finite Element Modeling oftware. The geometry compried of a 40mm x 10mm x 0.32mm tainle teel

3 (SS316) cantilever mounted on a fixed aluminum block, a 15gm tainle teel inert ma attached at the cantilever tip, a 15mm x 3mm patch fixed on the cantilever and a polyimide coated ilica fiber with diameter 150 μ m, hoting the FBG enor of length 4mm, wa mounted on the patch. It i conidered that the center of the FBG enor i at 5 mm from the fixed point of the cantilever. It i aumed that a 10 μ m thick layer of adheive connect the cantilever and the patch. A zoomed view of the patch mounted on the cantilever with adheive and a fiber attached on it with the adheive i hown in figure 2. The material propertie were decribed uing the databae available in goodfellow. Figure 3. Meh of the FBG-accelerometer. The cantilever dimenion were choen o a to have a low frequency, low g accelerometer. The effect of the patch material propertie and the patch thickne on the train enhancement and reonance frequency were tudied. 4. Simulation Reult 4.1 Effect of variation of patch thickne on train enhancement Figure 2. Zoomed cro-ection of the FBGaccelerometer. The Solid Mechanic Phyic interface wa ued and a Linear Elatic Material Model wa aumed for a Frequency Domain tudy. The equation governing the Frequency Domain tudy were 2 ρω uˆ. ˆ σ = Fv ˆ, ˆ σ = ˆ (7) ˆ Sˆ = ˆ 0 C : ( ε ε 0 ε inel ) L 1 T ε = [( uˆ) + uˆ] 2 u where i the diplacement in the three û = v w direction, ŝ i the tre tenor, ε i the total train tenor, Fˆ i the force, ω i the angular frequency and ρ i the denity. The mount and the crew were aigned fixed contraint, the remaining domain and boundarie being free. Body load for the cantilever, patch and the inert ma were applied in the negative z direction. The initial diplacement value were zero. A phyic-controlled normal meh compriing of free-tetrahedral element wa generated by the oftware (figure 3). The above geometry wa analyzed for the three patch material teflon, polyimide and aluminum. Teflon and polyimide have very low Young modulu compared to teel and are widely ued a backing patch for mounting FBG enor. Aluminum patch wa alo taken into conideration in our tudy to comprehend the pecific cae where the Young modulu of the patch i appreciably high a compared to that of the material generally ued a a backing patch like teflon or polyimide. The patch thickne wa varied upto 2200 μ m. The excitation frequency wa canned upto 10Hz and excitation amplitude wa fixed at 1g(0-p). Auming that the FBG i located 5mm from the cantilever pivot, the train experienced by the FBG in με i plotted againt varying patch thickne at excitation frequency 10Hz for the three different patch material e.g. teflon, polyimide and aluminum in figure 4. It i intereting to oberve that the train experienced by the FBG increae with the increae of the patch thickne up to a certain extent and then decreae with further increae of the patch thickne. It may alo be oberved that both enitivity and maximum allowable patch thickne are inverely related with the Young modulu of the patch material. The value conidered are 0.5GPa, 2.5GPa and 70GPa for teflon, polyimide and aluminum repectively.

4 Figure 4. Simulated train experienced by FBG on teflon, polyimide and aluminum patch for 10Hz excitation frequency and 1g (0-p) amplitude. For a teflon patch, the maximum train a experienced by the FBG i 963 με at 10 Hz which correpond to a wavelength hift of ~ 1156 pm (conidering 1.2 pm/ με wavelength hift) when the patch thickne i 1100 μ m. With a polyimide patch the maximum train achieved at 10Hz i 798 με for a patch thickne of 600 μ m, while that with aluminum it i 364 με for 100 μ m patch thickne. For thi architecture the train experienced by an FBG when mounted directly on the cantilever ha been found to be 317 με at 10Hz. Now a the train experienced by the FBG a a function of the patch thickne for different patch material and alo the ame without any patch ha already been computed, it i traightforward to obtain the enhancement factor (ay IF 1 ) for individual cae by taking the ratio of the two quantitie. It i thu apparent that the variation of the enhancement factor a a function of the patch thickne will be imilar in nature to thoe a depicted in figure 3-5 and only the amplitude will be reduced by a contant factor. Which mean the enitivity enhancement factor will increae with the increaing thickne of the patch up to a certain point and beyond that will gradually decreae with further increae in the patch thickne. The reult can be interpreted uing figure 5. We have computed the urface train ε [for x=5mm] a a function of the patch thickne (figure 5 i for a teflon patch) for different excitation frequencie with 1g (0-peak) excitation amplitude and a particular cae for 10 Hz i hown by the olid dot in the figure. Figure 5. Simulated plot of enhancement factor without the effect of urface train IF, decrement factor DF, IF x DF and enhancement factor with the effect of urface train IF 1 at 10Hz. It i found that the urface train of the cantilever decreae linearly with patch thickne and may be een a a decrement factor ay DF. The enhancement factor IF a a function of patch thickne uing eqn. (6), where the effect of urface train wa not conidered explicitly, i hown by the olid quare in the ame figure 6. The product of IF and DF i hown by the olid triangle which cloely matche with the computed enhancement factor IF 1 for thi particular cae a explained in the previou paragraph and i hown by the inverted triangle. Thu the two factor IF and DF contribute to practical IF 1 i.e. their product ha a maxima at a particular patch thickne and the effective train on the patch beyond a certain thickne decreae. However, it may be oberved that thi effect i not predominant up to ~250 μ m patch thickne. A a reult the plot for IF 1 and IF are cloe to each other up to thi thickne and i almot linear a obtained in [4], where a 150 m μ polyimide patch wa ued. 4.2 Strain ditribution along the fiber and optimal FBG location In a baic cantilever baed accelerometer where FBG i ued to meaure the bend induced urface train the FBG i in general glued near to the fixed point of the cantilever to maximize the enitivity within the permiible range. In general for a rectangular cantilever the urface train linearly decreae along the length of the cantilever from the fixed point to the tip.

5 Therefore, apparently it eem that the enitivity of the FBG will alo have linear dependence with repect to it location along the length of the cantilever. However, while corroborating experimental reult with the prediction it ha been oberved that the apect require a more careful tudy to identify the bet FBG location for maximum train ening. In practice a length of ~10-12 mm fiber i glued on the cantilever urface for thi purpoe which hot the FBG of length ~ 4-5 mm at ome location along it length. Strain ditribution along the fiber when glued on top of a patch ha been computed for varying length of the fiber. One reult for a 12 mm fiber itting on a teflon patch of thickne 500 µm and 1000 µm ha been hown in figure 6. The train ditribution related with the bending of the cantilever due to vibration for a 10Hz, 1g (0-p) inuoidal excitation ignal ha been hown in the figure. The train ditribution wa found to be parabolic in nature with a maximum at ome point from the fixed point and alo over a few millimeter the train i almot uniform. Hence care mut be taken to localize the FBG a cloe to the maximum train location a poible. Any deviation from thi location may caue a decreae in enitivity i.e. a reduced train induced wavelength hift. Alo ignificant chirp may be generated along a long length FBG due to the non-uniform train ditribution along the FBG. Ue of a mall length FBG would alleviate the problem. Figure 6. Simulated Strain along the fiber core for a teflon patch of 500 μ m and 1000 μ m for 1g (0-p) excitation amplitude at 10Hz. Simulation with Optiwave for a 4mm long FBG how that thi variation of train a found in the preent cae along the FBG i equivalent to a chirp of ~.01nm and thi amount of chirp doe not degrade the pectral characteritic of the FBG. 5. Concluion and Future Scope To the bet of our knowledge thi i for the firt time a detailed finite element analyi to undertand a practicable concept of uing a backing patch to enhance the enitivity of the cantilever-ma baed FBG accelerometer ha been reported. The work thoroughly explored the influence of patch material (Young modulu) and patch thicknee on the train tranfer to the FBG enor. In agreement with the numerical analyi, enitivity ~1062 pm/g ha been experimentally achieved with a particular accelerometer configuration with 1000 μ m teflon patch. Thi value i about 3 time a compared to a imilar FBG-accelerometer without patch. The effect of the patch material and the patch thickne on the vibration characteritic of the FBG accelerometer alo require a through invetigation and i of our future target. Further experiment with different patch thicknee and at different excitation frequencie will be carried out to corroborate the imulation reult. The complete numerical analyi and the experimental reult will be preented in our forthcoming paper. 6. Reference 1. M. D. Todd, G. A. Johnon, B. A. Althoue, and S. T. Vohra, Flexural beam-baed fiber Bragg grating accelerometer, IEEE Photonic Technology Letter, Volume 10, No. 11(1998) 2. T. A. Berkoff and A. D. Kerey, Experimental demontration of a fiber Bragg grating accelerometer, IEEE Photonic Technology Letter, Volume 8, No. 12 (1996) 3. Wu, J., Maek, V., Cada, M., The poible ue of fiber Bragg grating baed accelerometer for eimic meaurement, Canadian Conference on Electrical and Computer Engineering, page number (2009) 4. N. Baumallick, I. Chatterjee, P. Biwa, K. Dagupta, S. Bandyopadhyay, Fiber Bragg Grating Accelerometer with Enhanced Senitivity, Senor and Actuator A: Phyical, Volume 173, Iue 1, page number (2012)

6 5. P. F. C. Antune et al, Optical fiber accelerometer ytem for tructural dynamic monitoring, IEEE Senor Journal, Volume 9, No. 11, page number (2009) 8. Acknowledgement The author thank COMSOL Support Team for aiding in imulation.

Finite Element Analysis of a Fiber Bragg Grating Accelerometer for Performance Optimization

Finite Element Analysis of a Fiber Bragg Grating Accelerometer for Performance Optimization Finite Element Analysis of a Fiber Bragg Grating Accelerometer for Performance Optimization N. Basumallick*, P. Biswas, K. Dasgupta and S. Bandyopadhyay Fiber Bragg Grating (FBG) b 2n eff P e - strain

More information

Fluid-structure coupling analysis and simulation of viscosity effect. on Coriolis mass flowmeter

Fluid-structure coupling analysis and simulation of viscosity effect. on Coriolis mass flowmeter APCOM & ISCM 11-14 th December, 2013, Singapore luid-tructure coupling analyi and imulation of vicoity effect on Corioli ma flowmeter *Luo Rongmo, and Wu Jian National Metrology Centre, A*STAR, 1 Science

More information

Estimating floor acceleration in nonlinear multi-story moment-resisting frames

Estimating floor acceleration in nonlinear multi-story moment-resisting frames Etimating floor acceleration in nonlinear multi-tory moment-reiting frame R. Karami Mohammadi Aitant Profeor, Civil Engineering Department, K.N.Tooi Univerity M. Mohammadi M.Sc. Student, Civil Engineering

More information

Recent progress in fire-structure analysis

Recent progress in fire-structure analysis EJSE Special Iue: Selected Key Note paper from MDCMS 1 1t International Conference on Modern Deign, Contruction and Maintenance of Structure - Hanoi, Vietnam, December 2007 Recent progre in fire-tructure

More information

THE EXPERIMENTAL PERFORMANCE OF A NONLINEAR DYNAMIC VIBRATION ABSORBER

THE EXPERIMENTAL PERFORMANCE OF A NONLINEAR DYNAMIC VIBRATION ABSORBER Proceeding of IMAC XXXI Conference & Expoition on Structural Dynamic February -4 Garden Grove CA USA THE EXPERIMENTAL PERFORMANCE OF A NONLINEAR DYNAMIC VIBRATION ABSORBER Yung-Sheng Hu Neil S Ferguon

More information

Gain and Phase Margins Based Delay Dependent Stability Analysis of Two- Area LFC System with Communication Delays

Gain and Phase Margins Based Delay Dependent Stability Analysis of Two- Area LFC System with Communication Delays Gain and Phae Margin Baed Delay Dependent Stability Analyi of Two- Area LFC Sytem with Communication Delay Şahin Sönmez and Saffet Ayaun Department of Electrical Engineering, Niğde Ömer Halidemir Univerity,

More information

Unified Design Method for Flexure and Debonding in FRP Retrofitted RC Beams

Unified Design Method for Flexure and Debonding in FRP Retrofitted RC Beams Unified Deign Method for Flexure and Debonding in FRP Retrofitted RC Beam G.X. Guan, Ph.D. 1 ; and C.J. Burgoyne 2 Abtract Flexural retrofitting of reinforced concrete (RC) beam uing fibre reinforced polymer

More information

At the end of this lesson, the students should be able to understand:

At the end of this lesson, the students should be able to understand: Intructional Objective: At the end of thi leon, the tudent hould be able to undertand: Baic failure mechanim of riveted joint. Concept of deign of a riveted joint. 1. Strength of riveted joint: Strength

More information

Research Article Reliability of Foundation Pile Based on Settlement and a Parameter Sensitivity Analysis

Research Article Reliability of Foundation Pile Based on Settlement and a Parameter Sensitivity Analysis Mathematical Problem in Engineering Volume 2016, Article ID 1659549, 7 page http://dxdoiorg/101155/2016/1659549 Reearch Article Reliability of Foundation Pile Baed on Settlement and a Parameter Senitivity

More information

Lecture 10 Filtering: Applied Concepts

Lecture 10 Filtering: Applied Concepts Lecture Filtering: Applied Concept In the previou two lecture, you have learned about finite-impule-repone (FIR) and infinite-impule-repone (IIR) filter. In thee lecture, we introduced the concept of filtering

More information

Numerical Simulations of Coriolis Flow Meters for Low Reynolds Number Flows

Numerical Simulations of Coriolis Flow Meters for Low Reynolds Number Flows MAPAN - Journal Numerical of Metrology Simulation Society of of Corioli India, Vol. Flow 26, Meter No. 3, 2011; for Low pp. Reynold 225-235 Number Flow ORIGINAL ARTICLE Numerical Simulation of Corioli

More information

FLEXOELECTRIC SIGNALS ON RINGS IN TRANSVERSE MOTIONS

FLEXOELECTRIC SIGNALS ON RINGS IN TRANSVERSE MOTIONS Proceeding of the ASME 011 International Deign Engineering Technical Conference & Computer and Information in Engineering Conference IDETC/CIE 011 Augut 8-31, 011, Wahington, DC, USA DETC011-4819 FLEXOELECTRIC

More information

ON THE APPROXIMATION ERROR IN HIGH DIMENSIONAL MODEL REPRESENTATION. Xiaoqun Wang

ON THE APPROXIMATION ERROR IN HIGH DIMENSIONAL MODEL REPRESENTATION. Xiaoqun Wang Proceeding of the 2008 Winter Simulation Conference S. J. Maon, R. R. Hill, L. Mönch, O. Roe, T. Jefferon, J. W. Fowler ed. ON THE APPROXIMATION ERROR IN HIGH DIMENSIONAL MODEL REPRESENTATION Xiaoqun Wang

More information

Suggested Answers To Exercises. estimates variability in a sampling distribution of random means. About 68% of means fall

Suggested Answers To Exercises. estimates variability in a sampling distribution of random means. About 68% of means fall Beyond Significance Teting ( nd Edition), Rex B. Kline Suggeted Anwer To Exercie Chapter. The tatitic meaure variability among core at the cae level. In a normal ditribution, about 68% of the core fall

More information

Determination of the local contrast of interference fringe patterns using continuous wavelet transform

Determination of the local contrast of interference fringe patterns using continuous wavelet transform Determination of the local contrat of interference fringe pattern uing continuou wavelet tranform Jong Kwang Hyok, Kim Chol Su Intitute of Optic, Department of Phyic, Kim Il Sung Univerity, Pyongyang,

More information

Chapter 2 Sampling and Quantization. In order to investigate sampling and quantization, the difference between analog

Chapter 2 Sampling and Quantization. In order to investigate sampling and quantization, the difference between analog Chapter Sampling and Quantization.1 Analog and Digital Signal In order to invetigate ampling and quantization, the difference between analog and digital ignal mut be undertood. Analog ignal conit of continuou

More information

Horizontal Biaxial Loading Tests on Sliding Lead Rubber Bearing System

Horizontal Biaxial Loading Tests on Sliding Lead Rubber Bearing System Horizontal Biaxial Loading Tet on Sliding Lead Rubber Bearing Sytem M. Yamamoto, H. Hamaguchi & N. Kamohita Takenaka Reearch and Development Intitute, Japan. M. Kikuchi & K. Ihii Hokkaido Univerity, Japan.

More information

Advanced D-Partitioning Analysis and its Comparison with the Kharitonov s Theorem Assessment

Advanced D-Partitioning Analysis and its Comparison with the Kharitonov s Theorem Assessment Journal of Multidiciplinary Engineering Science and Technology (JMEST) ISSN: 59- Vol. Iue, January - 5 Advanced D-Partitioning Analyi and it Comparion with the haritonov Theorem Aement amen M. Yanev Profeor,

More information

MODELLING OF FRICTIONAL SOIL DAMPING IN FINITE ELEMENT ANALYSIS

MODELLING OF FRICTIONAL SOIL DAMPING IN FINITE ELEMENT ANALYSIS MODELLING OF FRICTIONAL SOIL DAMPING IN FINITE ELEMENT ANALYSIS S. VAN BAARS Department of Science, Technology and Communication, Univerity of Luxembourg, Luxembourg ABSTRACT: In oil dynamic, the oil i

More information

Tuned vibration absorbers for control of noise radiated by a panel

Tuned vibration absorbers for control of noise radiated by a panel Proceeding of ACOUSICS 9 3-5 November 9, Adelaide, Autralia uned vibration aborber for control of noie radiated by a panel Swee S. Kuik, Carl Q. Howard, Colin H. Hanen & Anthony C. Zander School of echanical

More information

III.9. THE HYSTERESIS CYCLE OF FERROELECTRIC SUBSTANCES

III.9. THE HYSTERESIS CYCLE OF FERROELECTRIC SUBSTANCES III.9. THE HYSTERESIS CYCLE OF FERROELECTRIC SBSTANCES. Work purpoe The analyi of the behaviour of a ferroelectric ubtance placed in an eternal electric field; the dependence of the electrical polariation

More information

SIMPLIFIED MODEL FOR EPICYCLIC GEAR INERTIAL CHARACTERISTICS

SIMPLIFIED MODEL FOR EPICYCLIC GEAR INERTIAL CHARACTERISTICS UNIVERSITY OF PITESTI SCIENTIFIC BULLETIN FACULTY OF ECHANICS AND TECHNOLOGY AUTOOTIVE erie, year XVII, no. ( 3 ) SIPLIFIED ODEL FOR EPICYCLIC GEAR INERTIAL CHARACTERISTICS Ciobotaru, Ticuşor *, Feraru,

More information

SMALL-SIGNAL STABILITY ASSESSMENT OF THE EUROPEAN POWER SYSTEM BASED ON ADVANCED NEURAL NETWORK METHOD

SMALL-SIGNAL STABILITY ASSESSMENT OF THE EUROPEAN POWER SYSTEM BASED ON ADVANCED NEURAL NETWORK METHOD SMALL-SIGNAL STABILITY ASSESSMENT OF THE EUROPEAN POWER SYSTEM BASED ON ADVANCED NEURAL NETWORK METHOD S.P. Teeuwen, I. Erlich U. Bachmann Univerity of Duiburg, Germany Department of Electrical Power Sytem

More information

Network based Sensor Localization in Multi-Media Application of Precision Agriculture Part 2: Time of Arrival

Network based Sensor Localization in Multi-Media Application of Precision Agriculture Part 2: Time of Arrival Network baed Senor Localization in Multi-Media Application of Preciion Agriculture Part : Time of Arrival Herman Sahota IBM, Silicon Valley Laboratory Email: hahota@u.ibm.com Ratneh Kumar, IEEE Fellow

More information

A Simplified Dynamics Block Diagram for a Four-Axis Stabilized Platform

A Simplified Dynamics Block Diagram for a Four-Axis Stabilized Platform A Simplified Dynamic Block Diagram for a FourAxi Stabilized Platform Author: Hendrik Daniël Mouton a Univerity of Cape Town, Rondeboch, Cape Town, South Africa, 770 Abtract: t i relatively traightforward

More information

Lecture 4 Topic 3: General linear models (GLMs), the fundamentals of the analysis of variance (ANOVA), and completely randomized designs (CRDs)

Lecture 4 Topic 3: General linear models (GLMs), the fundamentals of the analysis of variance (ANOVA), and completely randomized designs (CRDs) Lecture 4 Topic 3: General linear model (GLM), the fundamental of the analyi of variance (ANOVA), and completely randomized deign (CRD) The general linear model One population: An obervation i explained

More information

Chapter 1 Basic Description of Laser Diode Dynamics by Spatially Averaged Rate Equations: Conditions of Validity

Chapter 1 Basic Description of Laser Diode Dynamics by Spatially Averaged Rate Equations: Conditions of Validity Chapter 1 Baic Decription of Laer Diode Dynamic by Spatially Averaged Rate Equation: Condition of Validity A laer diode i a device in which an electric current input i converted to an output of photon.

More information

The Influence of the Load Condition upon the Radial Distribution of Electromagnetic Vibration and Noise in a Three-Phase Squirrel-Cage Induction Motor

The Influence of the Load Condition upon the Radial Distribution of Electromagnetic Vibration and Noise in a Three-Phase Squirrel-Cage Induction Motor The Influence of the Load Condition upon the Radial Ditribution of Electromagnetic Vibration and Noie in a Three-Phae Squirrel-Cage Induction Motor Yuta Sato 1, Iao Hirotuka 1, Kazuo Tuboi 1, Maanori Nakamura

More information

SERIES COMPENSATION: VOLTAGE COMPENSATION USING DVR (Lectures 41-48)

SERIES COMPENSATION: VOLTAGE COMPENSATION USING DVR (Lectures 41-48) Chapter 5 SERIES COMPENSATION: VOLTAGE COMPENSATION USING DVR (Lecture 41-48) 5.1 Introduction Power ytem hould enure good quality of electric power upply, which mean voltage and current waveform hould

More information

GNSS Solutions: What is the carrier phase measurement? How is it generated in GNSS receivers? Simply put, the carrier phase

GNSS Solutions: What is the carrier phase measurement? How is it generated in GNSS receivers? Simply put, the carrier phase GNSS Solution: Carrier phae and it meaurement for GNSS GNSS Solution i a regular column featuring quetion and anwer about technical apect of GNSS. Reader are invited to end their quetion to the columnit,

More information

A Simple Higher Order Theory for Bending Analysis of Steel Beams

A Simple Higher Order Theory for Bending Analysis of Steel Beams SSRG International Journal of Civil Engineering (SSRG-IJCE) volume Iue April 15 A Simple Higher Order Theory for Bending Analyi of Steel Beam T.K. Meghare 1, P.D. Jadhao 1 Department of Civil Engineering,

More information

Modeling of Transport and Reaction in a Catalytic Bed Using a Catalyst Particle Model.

Modeling of Transport and Reaction in a Catalytic Bed Using a Catalyst Particle Model. Excerpt from the Proceeding of the COMSOL Conference 2010 Boton Modeling of Tranport and Reaction in a Catalytic Bed Uing a Catalyt Particle Model. F. Allain *,1, A.G. Dixon 1 1 Worceter Polytechnic Intitute

More information

Alternate Dispersion Measures in Replicated Factorial Experiments

Alternate Dispersion Measures in Replicated Factorial Experiments Alternate Diperion Meaure in Replicated Factorial Experiment Neal A. Mackertich The Raytheon Company, Sudbury MA 02421 Jame C. Benneyan Northeatern Univerity, Boton MA 02115 Peter D. Krau The Raytheon

More information

Lecture 23 Date:

Lecture 23 Date: Lecture 3 Date: 4.4.16 Plane Wave in Free Space and Good Conductor Power and Poynting Vector Wave Propagation in Loy Dielectric Wave propagating in z-direction and having only x-component i given by: E

More information

Streaming Calculations using the Point-Kernel Code RANKERN

Streaming Calculations using the Point-Kernel Code RANKERN Streaming Calculation uing the Point-Kernel Code RANKERN Steve CHUCAS, Ian CURL AEA Technology, Winfrith Technology Centre, Dorcheter, Doret DT2 8DH, UK RANKERN olve the gamma-ray tranport equation in

More information

THE RATIO OF DISPLACEMENT AMPLIFICATION FACTOR TO FORCE REDUCTION FACTOR

THE RATIO OF DISPLACEMENT AMPLIFICATION FACTOR TO FORCE REDUCTION FACTOR 3 th World Conference on Earthquake Engineering Vancouver, B.C., Canada Augut -6, 4 Paper No. 97 THE RATIO OF DISPLACEMENT AMPLIFICATION FACTOR TO FORCE REDUCTION FACTOR Mua MAHMOUDI SUMMARY For Seimic

More information

Social Studies 201 Notes for March 18, 2005

Social Studies 201 Notes for March 18, 2005 1 Social Studie 201 Note for March 18, 2005 Etimation of a mean, mall ample ize Section 8.4, p. 501. When a reearcher ha only a mall ample ize available, the central limit theorem doe not apply to the

More information

Effects of soil structure interaction on behavior of reinforced concrete structures

Effects of soil structure interaction on behavior of reinforced concrete structures Journal of Structural Engineering & Applied Mechanic 18 Volume 1 Iue 1 Page 8-33 http://doi.org/1.3146/jeam.18.1833 www.goldenlightpublih.com RESEARCH ARTICLE Effect of oil tructure interaction on behavior

More information

Optimal Coordination of Samples in Business Surveys

Optimal Coordination of Samples in Business Surveys Paper preented at the ICES-III, June 8-, 007, Montreal, Quebec, Canada Optimal Coordination of Sample in Buine Survey enka Mach, Ioana Şchiopu-Kratina, Philip T Rei, Jean-Marc Fillion Statitic Canada New

More information

Real-Time Identification of Sliding Friction Using LabVIEW FPGA

Real-Time Identification of Sliding Friction Using LabVIEW FPGA Real-Time Identification of Sliding Friction Uing LabVIEW FPGA M. Laine Mear, Jeannie S. Falcon, IEEE, and Thoma R. Kurfe, IEEE Abtract Friction i preent in all mechanical ytem, and can greatly affect

More information

Mucus Transport in the Human Lung Airways: Effect of Porosity Parameter and Air Velocity

Mucus Transport in the Human Lung Airways: Effect of Porosity Parameter and Air Velocity Mucu Tranport in the Human Lung Airway: Effect of Poroity Parameter and Air Velocity V.S. Verma 1, Vikah Rana Department of Mathematic and Statitic, DDU Gorakhpur Univerity, Gorakhpur-73009, U.P. (India)

More information

Social Studies 201 Notes for November 14, 2003

Social Studies 201 Notes for November 14, 2003 1 Social Studie 201 Note for November 14, 2003 Etimation of a mean, mall ample ize Section 8.4, p. 501. When a reearcher ha only a mall ample ize available, the central limit theorem doe not apply to the

More information

Domain Optimization Analysis in Linear Elastic Problems * (Approach Using Traction Method)

Domain Optimization Analysis in Linear Elastic Problems * (Approach Using Traction Method) Domain Optimization Analyi in Linear Elatic Problem * (Approach Uing Traction Method) Hideyuki AZEGAMI * and Zhi Chang WU *2 We preent a numerical analyi and reult uing the traction method for optimizing

More information

CRACK TIP STRESS FIELDS FOR ANISOTROPIC MATERIALS WITH CUBIC SYMMETRY

CRACK TIP STRESS FIELDS FOR ANISOTROPIC MATERIALS WITH CUBIC SYMMETRY CRACK TIP TRE FIELD FOR ANIOTROPIC MATERIAL WITH CUBIC YMMETRY D.E. Lempidaki, N.P. O Dowd, E.P. Buo Department of Mechanical Engineering, Imperial College London, outh Kenington Campu, London, W7 AZ United

More information

MAXIMUM BENDING MOMENT AND DUCTILITY OF R/HPFRCC BEAMS

MAXIMUM BENDING MOMENT AND DUCTILITY OF R/HPFRCC BEAMS MAXIMUM BENDING MOMENT AND DUCTILITY OF R/HPFRCC BEAMS Aleandro P. Fantilli 1, Hirozo Mihahi 2 and Paolo Vallini 1 (1) Politecnico di Torino, Torino, Italy (2) Tohoku Univerity, Sendai, Japan Abtract The

More information

Non-stationary Random Vibration Analysis of Vehicle with Fractional

Non-stationary Random Vibration Analysis of Vehicle with Fractional 13 th National Conference on Mechanim and Machine (NaCoMM7), IISc, Bangalore, India, December 1-13, 7 NaCoMM-7-77 Non-tationary Random Vibration Analyi of Vehicle with Fractional Damping Yunqing Zhang

More information

Influence of ground water extraction in the seismic hazard of Mexico City

Influence of ground water extraction in the seismic hazard of Mexico City Geo-Environment and Landcape Evolution II 457 Influence of ground water extraction in the eimic hazard of Mexico City J. Avilé 1, L. E. Pérez-Rocha 2 & H. R. Aguilar 3 1 Intituto Mexicano de Tecnología

More information

Emittance limitations due to collective effects for the TOTEM beams

Emittance limitations due to collective effects for the TOTEM beams LHC Project ote 45 June 0, 004 Elia.Metral@cern.ch Andre.Verdier@cern.ch Emittance limitation due to collective effect for the TOTEM beam E. Métral and A. Verdier, AB-ABP, CER Keyword: TOTEM, collective

More information

CONSISTENT INSERTION OF BOND-SLIP INTO BEAM FIBER ELEMENTS FOR BIAXIAL BENDING

CONSISTENT INSERTION OF BOND-SLIP INTO BEAM FIBER ELEMENTS FOR BIAXIAL BENDING CONSISEN INSERION OF BOND-S INO BEAM FIBER EEMENS FOR BIAXIA BENDING GIORIGO MONI AND ENRICO SPACONE 2 SMMARY In thi paper a new reinforced concrete beam finite element that explicitly account for the

More information

A FUNCTIONAL BAYESIAN METHOD FOR THE SOLUTION OF INVERSE PROBLEMS WITH SPATIO-TEMPORAL PARAMETERS AUTHORS: CORRESPONDENCE: ABSTRACT

A FUNCTIONAL BAYESIAN METHOD FOR THE SOLUTION OF INVERSE PROBLEMS WITH SPATIO-TEMPORAL PARAMETERS AUTHORS: CORRESPONDENCE: ABSTRACT A FUNCTIONAL BAYESIAN METHOD FOR THE SOLUTION OF INVERSE PROBLEMS WITH SPATIO-TEMPORAL PARAMETERS AUTHORS: Zenon Medina-Cetina International Centre for Geohazard / Norwegian Geotechnical Intitute Roger

More information

Cake ltration analysis the eect of the relationship between the pore liquid pressure and the cake compressive stress

Cake ltration analysis the eect of the relationship between the pore liquid pressure and the cake compressive stress Chemical Engineering Science 56 (21) 5361 5369 www.elevier.com/locate/ce Cake ltration analyi the eect of the relationhip between the pore liquid preure and the cake compreive tre C. Tien, S. K. Teoh,

More information

Real-time identification of sliding friction using LabVIEW FPGA

Real-time identification of sliding friction using LabVIEW FPGA Clemon Univerity TigerPrint Publication Automotive Engineering 6-26 Real-time identification of liding friction uing LabVIEW FPGA Laine Mear Clemon Univerity, mear@clemon.edu Jeannie S. Falcon IEEE Thoma

More information

Interaction Diagram - Tied Reinforced Concrete Column (Using CSA A )

Interaction Diagram - Tied Reinforced Concrete Column (Using CSA A ) Interaction Diagram - Tied Reinforced Concrete Column (Uing CSA A23.3-14) Interaction Diagram - Tied Reinforced Concrete Column Develop an interaction diagram for the quare tied concrete column hown in

More information

An integrated optical sensor in Silicon-on-Insulator for detection of hydrogen gas

An integrated optical sensor in Silicon-on-Insulator for detection of hydrogen gas An integrated optical enor in Silicon-on-Inulator for detection of hydrogen ga Nebiyu Adello Yebo Promoter: prof. dr. ir. Roel Baet, prof. dr. ir. Drie Van Thourhout Supervior: dr.ir.dirk Taillaert, ir.

More information

Tuning of High-Power Antenna Resonances by Appropriately Reactive Sources

Tuning of High-Power Antenna Resonances by Appropriately Reactive Sources Senor and Simulation Note Note 50 Augut 005 Tuning of High-Power Antenna Reonance by Appropriately Reactive Source Carl E. Baum Univerity of New Mexico Department of Electrical and Computer Engineering

More information

CAPACITY OF STIFFENED STEEL SHEAR PANELS AS A STRUCTURAL CONTROL DAMPER

CAPACITY OF STIFFENED STEEL SHEAR PANELS AS A STRUCTURAL CONTROL DAMPER CAPACITY OF STIFFENED STEEL SHEAR PANELS AS A STRUCTURAL CONTROL DAMPER H.B. Ge 1, K. Kaneko and T. Uami 3 1,3 Profeor, Department of Civil Engineering, Meijo Univerity, Nagoya 458-85, Japan Graduate Student,

More information

Nonlinear Single-Particle Dynamics in High Energy Accelerators

Nonlinear Single-Particle Dynamics in High Energy Accelerators Nonlinear Single-Particle Dynamic in High Energy Accelerator Part 6: Canonical Perturbation Theory Nonlinear Single-Particle Dynamic in High Energy Accelerator Thi coure conit of eight lecture: 1. Introduction

More information

Online supplementary information

Online supplementary information Electronic Supplementary Material (ESI) for Soft Matter. Thi journal i The Royal Society of Chemitry 15 Online upplementary information Governing Equation For the vicou flow, we aume that the liquid thickne

More information

EE 4443/5329. LAB 3: Control of Industrial Systems. Simulation and Hardware Control (PID Design) The Inverted Pendulum. (ECP Systems-Model: 505)

EE 4443/5329. LAB 3: Control of Industrial Systems. Simulation and Hardware Control (PID Design) The Inverted Pendulum. (ECP Systems-Model: 505) EE 4443/5329 LAB 3: Control of Indutrial Sytem Simulation and Hardware Control (PID Deign) The Inverted Pendulum (ECP Sytem-Model: 505) Compiled by: Nitin Swamy Email: nwamy@lakehore.uta.edu Email: okuljaca@lakehore.uta.edu

More information

Design of a Portable Emittance Measurement System for Spacecraft Thermal Design and Quality Control

Design of a Portable Emittance Measurement System for Spacecraft Thermal Design and Quality Control Deign of a Portable Emittance Meaurement Sytem for Spacecraft Thermal Deign and Quality Control H. Yamana 1, S. Katuki 2, A. Ohnihi 3, 5 and Y. Nagaaka 4 1 School of Integrated Deign Engineering, Keio

More information

OPTIMAL COST DESIGN OF RIGID RAFT FOUNDATION

OPTIMAL COST DESIGN OF RIGID RAFT FOUNDATION The Tenth Eat Aia-Pacific Conference on Structural Engineering and Contruction Augut 3-5, 2006, Bangkok, Thailand OPTIMAL COST DESIGN OF RIGID RAFT FOUNDATION P. K. BASUDHAR 1, A. DAS 2, S. K. DAS 2, A.

More information

ACTIVE VIBRATION CONTROL OF A LAMINATED COMPOSITE BEAM USING MFRC PATCHES

ACTIVE VIBRATION CONTROL OF A LAMINATED COMPOSITE BEAM USING MFRC PATCHES 16 TH INTERNATIONAL CONFERENCE ON COMPOSITE MATERIALS ACTIVE VIBRATION CONTROL OF A LAMINATED COMPOSITE BEAM USING MFRC PATCHES Ping Tan*, Liyong Tong ** * School of Aeropace, Mechanical and Mechatronic

More information

Thermal Σ- Modulator: Anemometer Performance Analysis

Thermal Σ- Modulator: Anemometer Performance Analysis Intrumentation and Meaurement Technology Conference IMTC 007 Waraw, Poland, May 1-3, 007 Thermal Σ- Modulator: Anemometer Performance Analyi Will R. M. Almeida 1, Georgina M. Freita 1, Lígia S. Palma 3,

More information

Design spacecraft external surfaces to ensure 95 percent probability of no mission-critical failures from particle impact.

Design spacecraft external surfaces to ensure 95 percent probability of no mission-critical failures from particle impact. PREFERRED RELIABILITY PAGE 1 OF 6 PRACTICES METEOROIDS & SPACE DEBRIS Practice: Deign pacecraft external urface to enure 95 percent probability of no miion-critical failure from particle impact. Benefit:

More information

Question 1 Equivalent Circuits

Question 1 Equivalent Circuits MAE 40 inear ircuit Fall 2007 Final Intruction ) Thi exam i open book You may ue whatever written material you chooe, including your cla note and textbook You may ue a hand calculator with no communication

More information

SEISMIC STRENGTH REDUCTION FACTOR FOR SINGLE AND MULTI-STOREY SHEAR BUILDINGS CONSIDERING SOIL- STRUCTURE INTERACTION

SEISMIC STRENGTH REDUCTION FACTOR FOR SINGLE AND MULTI-STOREY SHEAR BUILDINGS CONSIDERING SOIL- STRUCTURE INTERACTION SEISMIC STRENGTH REDUCTION FACTOR FOR SINGLE AND MULTI-STOREY SHEAR BUILDINGS CONSIDERING SOIL- STRUCTURE INTERACTION Yang LU, Iman HAJIRASOULIHA * and Alec M. MARSHALL ABSTRACT A parametric analyi ha

More information

Source slideplayer.com/fundamentals of Analytical Chemistry, F.J. Holler, S.R.Crouch. Chapter 6: Random Errors in Chemical Analysis

Source slideplayer.com/fundamentals of Analytical Chemistry, F.J. Holler, S.R.Crouch. Chapter 6: Random Errors in Chemical Analysis Source lideplayer.com/fundamental of Analytical Chemitry, F.J. Holler, S.R.Crouch Chapter 6: Random Error in Chemical Analyi Random error are preent in every meaurement no matter how careful the experimenter.

More information

Seismic Loads Based on IBC 2015/ASCE 7-10

Seismic Loads Based on IBC 2015/ASCE 7-10 Seimic Load Baed on IBC 2015/ASCE 7-10 Baed on Section 1613.1 of IBC 2015, Every tructure, and portion thereof, including nontructural component that are permanently attached to tructure and their upport

More information

Finding the location of switched capacitor banks in distribution systems based on wavelet transform

Finding the location of switched capacitor banks in distribution systems based on wavelet transform UPEC00 3t Aug - 3rd Sept 00 Finding the location of witched capacitor bank in ditribution ytem baed on wavelet tranform Bahram nohad Shahid Chamran Univerity in Ahvaz bahramnohad@yahoo.com Mehrdad keramatzadeh

More information

A PLC BASED MIMO PID CONTROLLER FOR MULTIVARIABLE INDUSTRIAL PROCESSES

A PLC BASED MIMO PID CONTROLLER FOR MULTIVARIABLE INDUSTRIAL PROCESSES ABCM Sympoium Serie in Mechatronic - Vol. 3 - pp.87-96 Copyright c 8 by ABCM A PLC BASE MIMO PI CONOLLE FO MULIVAIABLE INUSIAL POCESSES Joé Maria Galvez, jmgalvez@ufmg.br epartment of Mechanical Engineering

More information

Annex-A: RTTOV9 Cloud validation

Annex-A: RTTOV9 Cloud validation RTTOV-91 Science and Validation Plan Annex-A: RTTOV9 Cloud validation Author O Embury C J Merchant The Univerity of Edinburgh Intitute for Atmo. & Environ. Science Crew Building King Building Edinburgh

More information

Convex Optimization-Based Rotation Parameter Estimation Using Micro-Doppler

Convex Optimization-Based Rotation Parameter Estimation Using Micro-Doppler Journal of Electrical Engineering 4 (6) 57-64 doi:.765/8-/6.4. D DAVID PUBLISHING Convex Optimization-Baed Rotation Parameter Etimation Uing Micro-Doppler Kyungwoo Yoo, Joohwan Chun, Seungoh Yoo and Chungho

More information

Linear Motion, Speed & Velocity

Linear Motion, Speed & Velocity Add Important Linear Motion, Speed & Velocity Page: 136 Linear Motion, Speed & Velocity NGSS Standard: N/A MA Curriculum Framework (006): 1.1, 1. AP Phyic 1 Learning Objective: 3.A.1.1, 3.A.1.3 Knowledge/Undertanding

More information

Numerical algorithm for the analysis of linear and nonlinear microstructure fibres

Numerical algorithm for the analysis of linear and nonlinear microstructure fibres Numerical algorithm for the anali of linear and nonlinear microtructure fibre Mariuz Zdanowicz *, Marian Marciniak, Marek Jaworki, Igor A. Goncharenko National Intitute of Telecommunication, Department

More information

Determination of Load Dependent Thermal Conductivity of Porous Adsorbents

Determination of Load Dependent Thermal Conductivity of Porous Adsorbents Determination of Load Dependent Thermal Conductivity of Porou Adorbent Kraft 1, Gaier 1, Stripf 1, Hee 2 1 Univerity of Applied Science Karlruhe, Baden-ürttemberg, Germany 2 TU Dreden Abtract: Standard

More information

Sampling and the Discrete Fourier Transform

Sampling and the Discrete Fourier Transform Sampling and the Dicrete Fourier Tranform Sampling Method Sampling i mot commonly done with two device, the ample-and-hold (S/H) and the analog-to-digital-converter (ADC) The S/H acquire a CT ignal at

More information

arxiv: v3 [hep-ph] 15 Sep 2009

arxiv: v3 [hep-ph] 15 Sep 2009 Determination of β in B J/ψK+ K Decay in the Preence of a K + K S-Wave Contribution Yuehong Xie, a Peter Clarke, b Greig Cowan c and Franz Muheim d arxiv:98.367v3 [hep-ph 15 Sep 9 School of Phyic and Atronomy,

More information

Frequency dependent attenuation and dispersion in patchysaturated

Frequency dependent attenuation and dispersion in patchysaturated Frequency dependent attenuation and diperion in patchyaturated porou rock Huixing Zhang, ritopher A. Innanen. Key Lab of Submarine Geocience and Propecting Technique, MOE, Ocean Univerity of China;. Department

More information

Robust Mould Level Control

Robust Mould Level Control 5 American Control Conference June 8-1, 5. Portland, OR, USA ThA9.4 Robut Mould Level Control J. Schuurman, A. Kamperman, B. Middel, P.F.A van den Boch Abtract In the firt year of production ince, the

More information

Behavioral Modeling of Transmission Line Channels via Linear Transformations

Behavioral Modeling of Transmission Line Channels via Linear Transformations Behavioral Modeling of Tranmiion Line Channel via Linear Tranformation Albert Vareljian albertv@ieeeorg Member, IEEE, Canada Abtract An approach baed on the linear tranformation of network port variable

More information

Clustering Methods without Given Number of Clusters

Clustering Methods without Given Number of Clusters Clutering Method without Given Number of Cluter Peng Xu, Fei Liu Introduction A we now, mean method i a very effective algorithm of clutering. It mot powerful feature i the calability and implicity. However,

More information

Massachusetts Institute of Technology Dynamics and Control II

Massachusetts Institute of Technology Dynamics and Control II I E Maachuett Intitute of Technology Department of Mechanical Engineering 2.004 Dynamic and Control II Laboratory Seion 5: Elimination of Steady-State Error Uing Integral Control Action 1 Laboratory Objective:

More information

Efficient Global Optimization Applied to Multi-Objective Design Optimization of Lift Creating Cylinder Using Plasma Actuators

Efficient Global Optimization Applied to Multi-Objective Design Optimization of Lift Creating Cylinder Using Plasma Actuators Efficient Global Optimization Applied to Multi-Objective Deign Optimization of Lift Creating Cylinder Uing Plama Actuator Maahiro Kanazaki 1, Takahi Matuno 2, Kengo Maeda 2 and Mituhiro Kawazoe 2 1 Graduate

More information

ESTIMATION OF THE HEAT TRANSFER COEFFICIENT IN THE SPRAY COOLING OF CONTINUOUSLY CAST SLABS

ESTIMATION OF THE HEAT TRANSFER COEFFICIENT IN THE SPRAY COOLING OF CONTINUOUSLY CAST SLABS ESTIMATION OF THE HEAT TRANSFER COEFFICIENT IN THE SPRAY COOLING OF CONTINUOUSLY CAST SLABS Helcio R. B. Orlande and Marcelo J. Colaço Federal Univerity of Rio de Janeiro, UFRJ Department of Mechanical

More information

12th International Congress on the Deterioration and Conservation of Stone Columbia University, New York, 2012

12th International Congress on the Deterioration and Conservation of Stone Columbia University, New York, 2012 THE INFLUENCE OF OSMOTIC PRESSURE ON POULTICING TREATMENTS Leo Pel, 1 Victoria Voronina 1 and Alion Heritage 2 1 Tranport in Permeable Media, Department of Applied Phyic, Eindhoven Univerity of Technology,

More information

An estimation approach for autotuning of event-based PI control systems

An estimation approach for autotuning of event-based PI control systems Acta de la XXXIX Jornada de Automática, Badajoz, 5-7 de Septiembre de 08 An etimation approach for autotuning of event-baed PI control ytem Joé Sánchez Moreno, María Guinaldo Loada, Sebatián Dormido Departamento

More information

APPLICATION OF THE SINGLE IMPACT MICROINDENTATION FOR NON- DESTRUCTIVE TESTING OF THE FRACTURE TOUGHNESS OF NONMETALLIC AND POLYMERIC MATERIALS

APPLICATION OF THE SINGLE IMPACT MICROINDENTATION FOR NON- DESTRUCTIVE TESTING OF THE FRACTURE TOUGHNESS OF NONMETALLIC AND POLYMERIC MATERIALS APPLICATION OF THE SINGLE IMPACT MICROINDENTATION FOR NON- DESTRUCTIVE TESTING OF THE FRACTURE TOUGHNESS OF NONMETALLIC AND POLYMERIC MATERIALS REN A. P. INSTITUTE OF APPLIED PHYSICS OF THE NATIONAL ACADEMY

More information

Supplementary Figures

Supplementary Figures Supplementary Figure Supplementary Figure S1: Extraction of the SOF. The tandard deviation of meaured V xy at aturated tate (between 2.4 ka/m and 12 ka/m), V 2 d Vxy( H, j, hm ) Vxy( H, j, hm ) 2. The

More information

Control Systems Analysis and Design by the Root-Locus Method

Control Systems Analysis and Design by the Root-Locus Method 6 Control Sytem Analyi and Deign by the Root-Locu Method 6 1 INTRODUCTION The baic characteritic of the tranient repone of a cloed-loop ytem i cloely related to the location of the cloed-loop pole. If

More information

Relationship between surface velocity divergence and gas transfer in open-channel flows with submerged simulated vegetation

Relationship between surface velocity divergence and gas transfer in open-channel flows with submerged simulated vegetation IOP Conference Serie: Earth and Environmental Science PAPER OPEN ACCESS Relationhip between urface velocity divergence and ga tranfer in open-channel flow with ubmerged imulated vegetation To cite thi

More information

STRAIN LIMITS FOR PLASTIC HINGE REGIONS OF CONCRETE REINFORCED COLUMNS

STRAIN LIMITS FOR PLASTIC HINGE REGIONS OF CONCRETE REINFORCED COLUMNS 13 th World Conerence on Earthquake Engineering Vancouver, B.C., Canada Augut 1-6, 004 Paper No. 589 STRAIN LIMITS FOR PLASTIC HINGE REGIONS OF CONCRETE REINFORCED COLUMNS Rebeccah RUSSELL 1, Adolo MATAMOROS,

More information

NUMERICAL SIMULATION OF DESICCATION CRACKING PROCESS BY WEAK COUPLING OF DESICCATION AND FRACTURE

NUMERICAL SIMULATION OF DESICCATION CRACKING PROCESS BY WEAK COUPLING OF DESICCATION AND FRACTURE Geotec., Cont. Mat. & Env., ISSN:86-990, Japan, DOI: http://dx.doi.org/0.660/07.33.535 NUMERICAL SIMULATION OF DESICCATION CRACKING PROCESS BY WEAK COUPLING OF DESICCATION AND FRACTURE *Sayako Hirobe and

More information

Determination of Flow Resistance Coefficients Due to Shrubs and Woody Vegetation

Determination of Flow Resistance Coefficients Due to Shrubs and Woody Vegetation ERDC/CL CETN-VIII-3 December 000 Determination of Flow Reitance Coefficient Due to hrub and Woody Vegetation by Ronald R. Copeland PURPOE: The purpoe of thi Technical Note i to tranmit reult of an experimental

More information

IGC. 50 th. 50 th INDIAN GEOTECHNICAL CONFERENCE SEISMIC ACTIVE EARTH PRESSURE ON RETAINING WALL CONSIDERING SOIL AMPLIFICATION

IGC. 50 th. 50 th INDIAN GEOTECHNICAL CONFERENCE SEISMIC ACTIVE EARTH PRESSURE ON RETAINING WALL CONSIDERING SOIL AMPLIFICATION INDIAN GEOTECHNICAL CONFERENCE SEISMIC ACTIVE EARTH PRESSURE ON RETAINING WALL CONSIDERING SOIL AMPLIFICATION Obaidur Raaman 1 and Priati Raycowdury 2 ABSTRACT Te quet for te realitic etimation of eimic

More information

Bogoliubov Transformation in Classical Mechanics

Bogoliubov Transformation in Classical Mechanics Bogoliubov Tranformation in Claical Mechanic Canonical Tranformation Suppoe we have a et of complex canonical variable, {a j }, and would like to conider another et of variable, {b }, b b ({a j }). How

More information

A Simplified Methodology for the Synthesis of Adaptive Flight Control Systems

A Simplified Methodology for the Synthesis of Adaptive Flight Control Systems A Simplified Methodology for the Synthei of Adaptive Flight Control Sytem J.ROUSHANIAN, F.NADJAFI Department of Mechanical Engineering KNT Univerity of Technology 3Mirdamad St. Tehran IRAN Abtract- A implified

More information

Characterization of the heat transfer in open-cell metal foam

Characterization of the heat transfer in open-cell metal foam Characterization of the heat tranfer in open-cell metal foam C. Briano-Calcagno, J. Fontánez-Delgado & N. Dukhan Department of Mechanical Engineering, Univerity of Puerto Rico Mayagüez, Mayagüez, P.R.,

More information

time? How will changes in vertical drop of the course affect race time? How will changes in the distance between turns affect race time?

time? How will changes in vertical drop of the course affect race time? How will changes in the distance between turns affect race time? Unit 1 Leon 1 Invetigation 1 Think About Thi Situation Name: Conider variou port that involve downhill racing. Think about the factor that decreae or increae the time it take to travel from top to bottom.

More information

1. Basic introduction to electromagnetic field. wave properties and particulate properties.

1. Basic introduction to electromagnetic field. wave properties and particulate properties. Lecture Baic Radiometric Quantitie. The Beer-Bouguer-Lambert law. Concept of extinction cattering plu aborption and emiion. Schwarzchild equation. Objective:. Baic introduction to electromagnetic field:

More information

Reliability Analysis of Embedded System with Different Modes of Failure Emphasizing Reboot Delay

Reliability Analysis of Embedded System with Different Modes of Failure Emphasizing Reboot Delay International Journal of Applied Science and Engineering 3., 4: 449-47 Reliability Analyi of Embedded Sytem with Different Mode of Failure Emphaizing Reboot Delay Deepak Kumar* and S. B. Singh Department

More information