A Method for Assessing Customer Harmonic Emission Level Based on the Iterative Algorithm for Least Square Estimation *
|
|
- Garry Richard Shields
- 5 years ago
- Views:
Transcription
1 Engineering, 203, 5, Publihed Online September 203 ( A Method for Aeing Cutomer Harmonic Emiion Level Baed on the Iterative Algorithm for Leat Square Etimation * Runrong Fan, ianyuan an, Hui Chang, Xiaoning ong, Yunpeng Gao School of Electrical Engineering, Wuhan Univerity, Wuhan, China rrfran0426@whu.edu.cn, tty@whu.edu.cn Received June 203 ABSRAC With the power tem harmonic pollution problem becoming more and more eriou, how to ditinguih the harmonic reponibility accurately and olve the grid harmonic imply and effectively ha become the main development direction in harmonic control ubject. hi paper, baed on linear regreion analyi of baic equation and improvement equation, deduced the leat quare etimation (LSE) iterative algorithm and obtained the real-time etimate of regreion coefficient, and then calculated the level of the harmonic impedance and emiion etimate in real time. hi paper ued power tem imulation oftware Matlab/Simulink a analyi tool and analyzed the uer ide of the harmonic amplitude and phae fluctuation PCC (point of common coupling) at the harmonic emiion level, thu the reearch ha a certain theoretical ignificance. he development of thi algorithm combined with the intrument can be ued in practical engineering. Keyword: Harmonic Emiion Level; Harmonic Analyi; Leat Square Etimation; Iterative Algorithm. Introduction * Supported by the Fundamental Reearch Fund for the Central Univeritie (Grant No: ); Supported by NSFC (Grant No: ) In the modern power grid tem, the traditional power equipment ha gradually been replaced by mart device which were baed on power electronic and other nonlinear element. Meanwhile, nonlinear load of the uer ide were heavier and heavier. It made the harmonic pollution problem more eriou and harmful to the afe operation of the power tem. Beide, the uer faced a great power lo. With the public increaing emphai on harmonic problem, the uer reaonable aement of harmonic emiion level in public connection point became an important content of harmonic control []. he reearch of Emiion level etimation of harmonic ource wa focued on harmonic ource qualitative analyi and quantitative etimate at home and abroad: active power direction method [2] wa widely ued in engineering harmonic ource qualitative analyi method. However, thi method i affected deeply by the phae difference between the harmonic ource. And there i a big area of uncertainty, o it wa not uitable for complex power tem. Harmonic ource in quantitative analyi, alo known a harmonic ource emiion level aement, can be divided into intervention type and non-intervention type [3]. Intervention type need to inject into the tem diturbance artificially, which not only increaed the cot of harmonic analyi, alo limited the cope of it application. Non-intervention type wa different; it could ue harmonic ource fluctuation of itelf to etimate the harmonic impedance in tem without interfering with it normal operation. hi method wa imple to ue, ea to the development of equipment. It ha made a great difference in practice [4]. At preent, the main non-invaive method included fluctuation method [5,6], the linear regreion method [8,9] and the reference impedance method [7]. Among them, fluctuation method and linear regreion method were baed on the condition that tem harmonic impedance and equivalent tem invariant harmonic voltage ource and the load harmonic impedance and equivalent load harmonic current ource change greatly (or vice vera), it cannot be applied in a teady tate harmonic ource, and cannot applied in the condition while the tem and uer harmonic ource volatility at the ame [5-9]. he main diadvantage of the reference impedance method i that it need to get more accurate prior reference impedance [7]. hi paper propoed the iterative algorithm for leat quare etimation i baed on the linear regreion analyi of baic equation and the improvement equation. And Copyright 203 SciRe.
2 R. R. FAN E AL. 7 we ue thi method to etimate harmonic emiion level and obtain the real-time etimate of regreion coefficient, and then calculate the level of the harmonic impedance and emiion etimate in real time. 2. he Principle and Baic Equation of Linear Regreion Analyi Method he etimated value of the harmonic impedance and the cutomer emiion level can be obtained by tatitical analyi with linear regreion analyi method, which can be divided into bilinear regreion and 2 element linear regreion. 2.. Bilinear Regreion Analyi Method he premie of bilinear regreion method i that auming the tem operation i table, harmonic impedance i purely inductive impedance; the reitance component i ignored, which mean I, X remain the ame and R i 0. he principle diagram of the harmonic emiion level at uer ide i hown in Figure. he harmonic voltage equation at point PPC i: = pcc + Ipcc () Divide the vector into the real and imaginary part, which are: = pccx + Ipccx Ipccy (2) = pccy + Ipccy + Ipccx (3) he variation of harmonic current at point PCC lead to the change of harmonic voltage at uer ide, and the value of pccx, pccy, I pccx, I pccy are obtained by meaurement and analyi. Ue linear regreion analyi with thee value to obtain the etimated value of,,, and then equivalent harmonic voltage ource and the harmonic impedance can be got, o harmonic emiion level of uer ide i: c c _ pcc = pcc c + = pcc (4) + / c pcc PCC I pcc pcc c I c Figure. he principle diagram of the harmonic emiion level at uer ide wo Element Linear Regreion Analyi Method Bilinear regreion ignore reitance component of harmonic impedance of tem ide, which may lead to the etimated reult different from the actual harmonic impedance largely. In order to reduce the deviation of etimation value and the actual value, ue the analyi method with the leat quare method of type (2) and (3) to obtain the regreion coefficient. he 2 element linear regreion model i a follow: y= b0+ bx + bx + ε 2 ε ~ N ( 0, σ ) 3. he Improvement of Linear Regreion Analyi A howed in type (2) and (3), when the change of load harmonic ource i only amplitude fluctuation, the real and imaginary part of harmonic current at point PCC will nchronize increae or decreae. In order to reduce the correlation and improve the reliability of etimated value, the type (2) and (3) hould tranform, a follow: pccx + Ipccx = (6) I Put the type (6) into (3): pccy I + I pccx pccx pccy pccy ( Ipccx Ipccy ) Ipccx Ipccy = (5) (7) he type (3) i a follow: Ipccx pccy = (8) I Put the type (8) into (2): pccy I I pccy pccx pccx pccy ( Ipccx Ipccy ) Ipccy ( Ipccx ) = he matrix form of type (7) i: ( Ipccx + Ipccy ) Ipccx I pccy ( Ipccx2 + Ipccy2) Ipccx2 Ipccy2 X = ( Ipccxn + Ipccyn) Ipccxn Ipccyn he matrix form of type (3) i: ( Ipccx + Ipccy ) Ipccy I pccx ( Ipccx2 + Ipccy2) Ipccy2 Ipccx2 X = ( Ipccxn + Ipccyn) Ipccyn Ipccxn (9) (0) () Copyright 203 SciRe.
3 8 R. R. FAN E AL. Ue the tranformed Equation (6) and (8) to olve the regreion coefficient, in the invere proce; the correlation i reduced, o the reliability of reult i improved. he above two equation are obtained after a erie of data, through the matrix tranformation and it invere, and a complete algorithm for leat quare. Completing algorithm in practical ue need large amount of memory and cannot be ued in on-line identification. 4. he Leat Square Etimation (LSE) Recurive Algorithm he baic idea of LSE recurive algorithm i that the new etimator i the um of the lat etimation and correction, the computation and torage of each tep i mall, offline or on-line identification can be allowed, and ha the track time-varying parameter ability. When the n meaurement date (ample) obtained, ue the leat quare complete algorithm to obtain the type B= ( X X) X Y, where: X n β = (2) β n y Yn = (3) y n Make P ( n = Xn Xn), next moment, after a et of new data β n +, y n + i obtained: n = ( ) = ( n, β ) ( n n βn β ) = + + β P X X X X X X (4) Y X Y ( X, β ) X Y y n = n = n n + β y (5) Suppoe A i n-dimenional array, B and C are n dimenional vector. A, A + BC and Im + C A B are full rank matrixe, and then: ( A+ BC ) = A A B( Im + C A B) C A (6) When P n + meet the above condition, the type can be got: Pβ = (7) + n n Pn n nβ + P hu, new etimate can be got: B X X X Y P Pβ X Y y n n = ( ) = n n n + + n nβ + ( β ) = P X Y Pβ X Y Pβ + P y Pβ Pnβ y + β n n n n n n n n n n β + n nβ n n nβ n = Bn β B n + + n nβ + n (8) Above i the derivation proce of recurive method. hi paper adopt the following recurive formula: Bn ( + ) = Bn ( ) + γ ( ) PnX ( ) ( ) Yn ( + ) X ( ) Bn ( ) Pn ( + ) = Pn ( ) γ ( ) PnX ( ) ( ) X ( ) Pn ( ) γ ( ) = / + X ( ) PnX ( ) ( ) (9) 5. Simulation Analyi hi article etablihed imulation model to meet the precondition of algorithm, in order to verify the linear regreion analyi of three kind of algorithm in the MALAB oftware (baic equation, modified equation, the iteration algorithm). It alo etimated the harmonic impedance and harmonic emiion level of the uer. o facilitate the analyi, thi article elect 5th harmonic a Copyright 203 SciRe.
4 R. R. FAN E AL. 9 analyi object. Harmonic impedance of tem ide i uually maller than the uer ide, if impedance at the uer ide i unable to get accurate numerical, harmonic voltage formula emiion level of uer ide can be obtained by the above equation. Ue the imulation of the modulu value level evaluation index for launch, namely c _ pcc pcc. In formula (9), Bn ( ) tand for the etimate value of lat moment, B ( ) tand for new etimate of the current moment, the initial value of B and P elect the firt few data point to olve or et to B (0) = 0 and P(0) = ρi effectively, ρ take a lot of poitive calar 5 8 ( 0-0 ), I tand for the Unit matrix, the influence of the initial value drop with the recurive number increaing, ρ i et 0 in the 6 imulation. 5.. Baic Equation and the Modified Equation Algorithm Simulation he baic equation and the modified equation algorithm imulation model i hown in Figure 2, the tem ide harmonic ource i et a contant 5th harmonic ource, the uer ide et fluctuated 5th harmonic ource, reitance, inductance are et a: R = 5, L = 0.002H, Rc = 5, Lc = 0.02H. Set 5th harmonic amplitude of tem ide i 5A; the 5th harmonic amplitude of the uer ide (coefficient) varie with time a hown in Figure 3. he real and imaginary part of the 5th harmonic current and the real and imaginary part of the 5th harmonic voltage are hown in Figure 4. Ue the imout module to tore real and the imaginary part of 5th harmonic wave to work pace, and then according to the baic Equation (2) and (3) and modified Equation (7) and (9) algorithm to write the procedure of the regreion coefficient, the data hown in able and 2. a) When the uer ide only harmonic amplitude fluctuation, reult were obtained a follow: Figure 2. Linear regreion analyi of complete imulation graph algorithm. Copyright 203 SciRe.
5 0 R. R. FAN E AL. Figure 3. 5th harmonic amplitude variation curve of uer ide (coefficient). Figure 4. Real part and the imaginary part of 5th harmonic current and the real and imaginary part of 5th harmonic voltage. able. he uer ide only harmonic amplitude fluctuation data. Baic equation Set value Etimated value Deviation (%) Modified equation Set value Etimated value Deviation (%) () ( Ω ) ( Ω ) () ( Ω ) () () ( Ω ) ( Ω ) () ( Ω ) () able 2. Data when the uer ide of harmonic amplitude and phae fluctuation. Baic equation Set value Etimated value Deviation (%) Modified equation Set value Etimated value Deviation (%) () ( Ω ) ( Ω ) () ( Ω ) () () ( Ω ) ( Ω ) () ( Ω ) () Copyright 203 SciRe.
6 R. R. FAN E AL. Improved regreion coefficient equation algorithm to obtain etimate of the value of deviation i maller, and put the average value (6) to emiion level of the 5th harmonic wave the harmonic voltage at PCC (amplitude) i: c _ pcc pcc ( ) = ( j6.2 + j6.02) / 2 = b) Harmonic amplitude and phae fluctuation in the uer ide Etimation of the baic equation algorithm average calculation 5th harmonic wave, harmonic voltage in the PCC emiion level (amplitude) i: ( ) c _ pcc pcc = ( j6.04 = ; Improved etimation equation algorithm average calculation 5th harmonic voltage in the PCC emiion level (amplitude) i: c _ pcc pcc ( j6.04 j6.05 ) / ( ) = = he data how, when in uer ide harmonic amplitude fluctuate only and not phae fluctuation, regreion coefficient obtained from the baic equation algorithm etimate a large deviation, the deviation i maller by the etimation improved equation algorithm, namely improved equation algorithm can be ued; when the amplitude and phae of the harmonic ource uer ide fluctuate at the ame time from the baic equation, and improved equation algorithm etimate the deviation i relatively mall, the baic equation and the improved algorithm can be applied to equation Leat Square Etimation Iterative Algorithm Simulation When LSE Iterative algorithm i applied (Set iteration coefficient matrix according to the improvement equation mentioned above), made uer ide harmonic ource have only amplitude fluctuation, and the etting condition of harmonic on both wa the ame to the algorithm that linear regreion analyi complete dipoable. Simulation Model i hown in Figure 5. Figure 5. LSE iterative algorithm imulation model. Copyright 203 SciRe.
7 2 R. R. FAN E AL. Figure 6. 5th harmonic emiion level of uer ide at point of common coupling. Figure 7. 5th harmonic regreion coefficient etimate of recurive algorithm. he 5th harmonic emiion level (voltage amplitude) of uer ide at point of common coupling i hown in Figure 6. he imulation reult of LES recurive algorithm hown in Figure 7. Follow from top to bottom they are,,,,,. We can ee from the reult of Iterative algorithm, the etimate of the third tationary of iterative algorithm became relatively table, and it deviation i mall compared with etting. Compared the two value (the etimate of the third tationary and the etting), we can get the Deviation range: : 0.00% %; : 0.002% %; : 2.9% %; : 2.94% %; : 0.006% %; : 2.93% %. According to the data and figure above, we can conclude that, when the uer ide of the harmonic ource fluctuation i mall, iterative algorithm can get a mall deviationit etimate and real-time, table harmonic emiion level. What more, with a mall amount of data tored, running fat, online or offline running to get real-time harmonic etimate, iterative algorithm i ideal algorithm in the condition. 6. Concluion hi paper derived iterative algorithm baed on the baic equation and improved equation. hi algorithm revied recognition reult contantly on the advantage of new data; it got real-time harmonic impedance and harmonic emiion level etimate. It calculated peed with mall amount of data torage by thi way. In addition, the iterative algorithm wa without inverion proce, o were the uer ide harmonic amplitude fluctuation and not only the phae fluctuation. here wa no correlation between cauing erroneou reult and obtaining invere problem. hi algorithm will be improved and combined with the intrument development, it can be ued in practical engineering, real-time monitoring of the PCC harmonic level. REFERENCES [] International Electric technical Commiion (IEC), Sub- Copyright 203 SciRe.
8 R. R. FAN E AL. 3 Committee 77A, Electric magnetic Compatibility (EMC) Part 3-6: Limit Aement of Emiion Limit for the Connection of Ditorting Intallation to M, H and EH Power Sytem, Britih Standard Intitution, United Kingdom, [2] H. Yang, P. Porotte and A. Robert, Aeing the Harmonic Emiion Level from One Particular Cutomer, Proceeding of the 3rd International Conference on Power Quality, ol. 2, No. 8, 994, pp [3] W. A. Omran, H. S. K. EI-Goharey, M. Kazerani and M. M. A. Salama, Identification and Meaurement of Harmonic Pollution for Radial and Nonradial Sytem, IEEE ranaction on Power Delivery, ol. 24, No. 3, 2009, pp [4] W. Xu, Power Direction Method Cannot Be Ued for Harmonic Source Detection, IEEE Power Engineering Society Summer Meeting, 6-20 July 2000, ol. 2. [5] W. Xu and Y. L. Lin, A Method for Determining Cu- tomer and Utility Harmonic Contribution at the Point of Common Coupling, IEEE ranaction on Power Delivery, ol. 5, No. 2, [6] C. Li, W. Xu and. ayjaanant, A Critical Impedance Baed Method for Identifying Harmonic Source, IEEE ranaction on Power Delivery, ol. 9, No. 2, 2004, pp [7] Y. Xiao, J.-C. Maun, H. B. Mahmoud,. Detroz and D. Stephane, Harmonic Impedance Meaurement Uing oltage and Current Increment from Diturbing Load, 9th International Conference on Harmonic and Quality of Power, ol., Orlando, -4 Oct. 2000, pp [8] W. hang and H.-G. Yang, A Method for Aeing Harmonic Emiion Level Baed on Binary Linear Regreion, Proceeding of the CESS, ol. 24, No. 6, 2004, pp [9] Q. Che, H.-G, Yang, Aeing the Harmonic Emiion Level Baed on Robut Regreion Method, Proceeding of the CSEE, ol. 24, No. 4, 2004, pp Copyright 203 SciRe.
ISSN: [Basnet* et al., 6(3): March, 2017] Impact Factor: 4.116
IJESR INERNAIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH ECHNOLOGY DIREC ORQUE CONROLLED INDUCION MOOR DRIVE FOR ORQUE RIPPLE REDUCION Bigyan Banet Department of Electrical Engineering, ribhuvan Univerity,
More informationSimulation and Analysis of Linear Permanent Magnet Vernier Motors for Direct Drive Systems
Available online at www.ijpe-online.com vol. 3, no. 8, December 07, pp. 304-3 DOI: 0.3940/ijpe.7.08.p.3043 Simulation and Analyi of Linear Permanent Magnet Vernier Motor for Direct Drive Sytem Mingjie
More informationNeural Network Linearization of Pressure Force Sensor Transfer Characteristic
Acta Polytechnica Hungarica Vol., No., 006 Neural Network Linearization of Preure Force Senor Tranfer Characteritic Jozef Vojtko, Irena Kováčová, Ladilav Madaráz, Dobrolav Kováč Faculty of Electrical Engineering
More informationSimulation Study on the Shock Properties of the Double-Degree-of-Freedom Cushioning Packaging System
Proceeding of the 7th IAPRI World Conference on Packaging Simulation Study on the Shock Propertie of the Double-Degree-of-Freedom Cuhioning Packaging Sytem Xia Zhu, Qiaoqiao Yan, Xiaoling Yao, Junbin Chen,
More informationFUNDAMENTALS OF POWER SYSTEMS
1 FUNDAMENTALS OF POWER SYSTEMS 1 Chapter FUNDAMENTALS OF POWER SYSTEMS INTRODUCTION The three baic element of electrical engineering are reitor, inductor and capacitor. The reitor conume ohmic or diipative
More informationMassachusetts 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 informationNo-load And Blocked Rotor Test On An Induction Machine
No-load And Blocked Rotor Tet On An Induction Machine Aim To etimate magnetization and leakage impedance parameter of induction machine uing no-load and blocked rotor tet Theory An induction machine in
More informationGain 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 informationBasic parts of an AC motor : rotor, stator, The stator and the rotor are electrical
INDUCTION MOTO 1 CONSTUCTION Baic part of an AC motor : rotor, tator, encloure The tator and the rotor are electrical circuit that perform a electromagnet. CONSTUCTION (tator) The tator - tationary part
More informationSERIES 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 informationBahram Noshad Department of Electrical Engineering, Bandar Deylam Branch, Islamic Azad University, Bandar Deylam, Iran.
Journal of Advance in Computer Reearch Quarterly pissn: 345-66x eissn: 345-678 Sari Branch, Ilamic Azad Univerity, Sari, I.R.Iran (Vol. 9, No. 3, Augut 8), Page: - www.jacr.iauari.ac.ir A New Model for
More informationS_LOOP: SINGLE-LOOP FEEDBACK CONTROL SYSTEM ANALYSIS
S_LOOP: SINGLE-LOOP FEEDBACK CONTROL SYSTEM ANALYSIS by Michelle Gretzinger, Daniel Zyngier and Thoma Marlin INTRODUCTION One of the challenge to the engineer learning proce control i relating theoretical
More informationA Constraint Propagation Algorithm for Determining the Stability Margin. The paper addresses the stability margin assessment for linear systems
A Contraint Propagation Algorithm for Determining the Stability Margin of Linear Parameter Circuit and Sytem Lubomir Kolev and Simona Filipova-Petrakieva Abtract The paper addree the tability margin aement
More informationSection Induction motor drives
Section 5.1 - nduction motor drive Electric Drive Sytem 5.1.1. ntroduction he AC induction motor i by far the mot widely ued motor in the indutry. raditionally, it ha been ued in contant and lowly variable-peed
More informationCHAPTER 4 DESIGN OF STATE FEEDBACK CONTROLLERS AND STATE OBSERVERS USING REDUCED ORDER MODEL
98 CHAPTER DESIGN OF STATE FEEDBACK CONTROLLERS AND STATE OBSERVERS USING REDUCED ORDER MODEL INTRODUCTION The deign of ytem uing tate pace model for the deign i called a modern control deign and it i
More informationSimple Observer Based Synchronization of Lorenz System with Parametric Uncertainty
IOSR Journal of Electrical and Electronic Engineering (IOSR-JEEE) ISSN: 78-676Volume, Iue 6 (Nov. - Dec. 0), PP 4-0 Simple Oberver Baed Synchronization of Lorenz Sytem with Parametric Uncertainty Manih
More informationEfficient Methods of Doppler Processing for Coexisting Land and Weather Clutter
Efficient Method of Doppler Proceing for Coexiting Land and Weather Clutter Ça gatay Candan and A Özgür Yılmaz Middle Eat Technical Univerity METU) Ankara, Turkey ccandan@metuedutr, aoyilmaz@metuedutr
More informationLqr Based Load Frequency Control By Introducing Demand Response
Lqr Baed Load Frequency Control By Introducing Demand Repone P.Venkateh Department of Electrical and Electronic Engineering, V.R iddhartha Engineering College, Vijayawada, AP, 520007, India K.rikanth Department
More informationBogoliubov 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 informationComparing Means: t-tests for Two Independent Samples
Comparing ean: t-tet for Two Independent Sample Independent-eaure Deign t-tet for Two Independent Sample Allow reearcher to evaluate the mean difference between two population uing data from two eparate
More informationWhite Rose Research Online URL for this paper: Version: Accepted Version
Thi i a repoitory copy of Identification of nonlinear ytem with non-peritent excitation uing an iterative forward orthogonal leat quare regreion algorithm. White Roe Reearch Online URL for thi paper: http://eprint.whiteroe.ac.uk/107314/
More informationDigital Control System
Digital Control Sytem - A D D A Micro ADC DAC Proceor Correction Element Proce Clock Meaurement A: Analog D: Digital Continuou Controller and Digital Control Rt - c Plant yt Continuou Controller Digital
More informationEvolutionary Algorithms Based Fixed Order Robust Controller Design and Robustness Performance Analysis
Proceeding of 01 4th International Conference on Machine Learning and Computing IPCSIT vol. 5 (01) (01) IACSIT Pre, Singapore Evolutionary Algorithm Baed Fixed Order Robut Controller Deign and Robutne
More informationSuggested 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 informationA new approach to determinate parasitic elements of GaN HEMT by COLD FET S-Parameter
A ne approach to determinate paraitic element of GaN HEMT by COLD FET -Parameter Min Han 1*, Yongheng Dai 1, 2, Jianjun Zhou 2, Chao Liu 3, Xu Li 1 1 chool of Electronic and Optical Engineer,Nanjing Univerity
More information7.2 INVERSE TRANSFORMS AND TRANSFORMS OF DERIVATIVES 281
72 INVERSE TRANSFORMS AND TRANSFORMS OF DERIVATIVES 28 and i 2 Show how Euler formula (page 33) can then be ued to deduce the reult a ( a) 2 b 2 {e at co bt} {e at in bt} b ( a) 2 b 2 5 Under what condition
More informationCoupling of Three-Phase Sequence Circuits Due to Line and Load Asymmetries
Coupling of Three-Phae Sequence Circuit Due to Line and Load Aymmetrie DEGO BELLAN Department of Electronic nformation and Bioengineering Politecnico di Milano Piazza Leonardo da inci 01 Milano TALY diego.ellan@polimi.it
More informationR. W. Erickson. Department of Electrical, Computer, and Energy Engineering University of Colorado, Boulder
R. W. Erickon Department of Electrical, Computer, and Energy Engineering Univerity of Colorado, Boulder ZOH: Sampled Data Sytem Example v T Sampler v* H Zero-order hold H v o e = 1 T 1 v *( ) = v( jkω
More informationinto a discrete time function. Recall that the table of Laplace/z-transforms is constructed by (i) selecting to get
Lecture 25 Introduction to Some Matlab c2d Code in Relation to Sampled Sytem here are many way to convert a continuou time function, { h( t) ; t [0, )} into a dicrete time function { h ( k) ; k {0,,, }}
More informationIntroduction to Laplace Transform Techniques in Circuit Analysis
Unit 6 Introduction to Laplace Tranform Technique in Circuit Analyi In thi unit we conider the application of Laplace Tranform to circuit analyi. A relevant dicuion of the one-ided Laplace tranform i found
More informationSource 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 informationSIMPLIFIED 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 informationHybrid Projective Dislocated Synchronization of Liu Chaotic System Based on Parameters Identification
www.ccenet.org/ma Modern Applied Science Vol. 6, No. ; February Hybrid Projective Dilocated Synchronization of Liu Chaotic Sytem Baed on Parameter Identification Yanfei Chen College of Science, Guilin
More informationEE 508 Lecture 16. Filter Transformations. Lowpass to Bandpass Lowpass to Highpass Lowpass to Band-reject
EE 508 Lecture 6 Filter Tranformation Lowpa to Bandpa Lowpa to Highpa Lowpa to Band-reject Review from Lat Time Theorem: If the perimeter variation and contact reitance are neglected, the tandard deviation
More informationResearch 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 informationON 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 informationQuestion 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 informationTuning 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 informationMINITAB Stat Lab 3
MINITAB Stat 20080 Lab 3. Statitical Inference In the previou lab we explained how to make prediction from a imple linear regreion model and alo examined the relationhip between the repone and predictor
More informationCorrection for Simple System Example and Notes on Laplace Transforms / Deviation Variables ECHE 550 Fall 2002
Correction for Simple Sytem Example and Note on Laplace Tranform / Deviation Variable ECHE 55 Fall 22 Conider a tank draining from an initial height of h o at time t =. With no flow into the tank (F in
More informationClustering 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 informationonline learning Unit Workbook 4 RLC Transients
online learning Pearon BTC Higher National in lectrical and lectronic ngineering (QCF) Unit 5: lectrical & lectronic Principle Unit Workbook 4 in a erie of 4 for thi unit Learning Outcome: RLC Tranient
More informationSensorless speed control including zero speed of non salient PM synchronous drives
BULLETIN OF THE POLISH ACADEMY OF SCIENCES TECHNICAL SCIENCES Vol. 54, No. 3, 2006 Senorle peed control including zero peed of non alient PM ynchronou drive H. RASMUSSEN Aalborg Univerity, Fredrik Bajer
More informationSIMON FRASER UNIVERSITY School of Engineering Science ENSC 320 Electric Circuits II. Solutions to Assignment 3 February 2005.
SIMON FRASER UNIVERSITY School of Engineering Science ENSC 320 Electric Circuit II Solution to Aignment 3 February 2005. Initial Condition Source 0 V battery witch flip at t 0 find i 3 (t) Component value:
More informationLecture 6: Resonance II. Announcements
EES 5 Spring 4, Lecture 6 Lecture 6: Reonance II EES 5 Spring 4, Lecture 6 Announcement The lab tart thi week You mut how up for lab to tay enrolled in the coure. The firt lab i available on the web ite,
More informationDesign By Emulation (Indirect Method)
Deign By Emulation (Indirect Method he baic trategy here i, that Given a continuou tranfer function, it i required to find the bet dicrete equivalent uch that the ignal produced by paing an input ignal
More informationWolfgang Hofle. CERN CAS Darmstadt, October W. Hofle feedback systems
Wolfgang Hofle Wolfgang.Hofle@cern.ch CERN CAS Darmtadt, October 9 Feedback i a mechanim that influence a ytem by looping back an output to the input a concept which i found in abundance in nature and
More informationOpen Access Study of Direct Torque Control Scheme for Induction Motor Based on Torque Angle Closed-Loop Control. Xuande Ji *, Daqing He and Yunwang Ge
Send Order for Reprint to reprint@benthamcience.ae 6 The Open Electrical & Electronic Engineering Journal, 25, 9, 669 Open Acce Study of Direct Torque Control Scheme for Induction Motor Baed on Torque
More informationChapter 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 informationEE C128 / ME C134 Problem Set 1 Solution (Fall 2010) Wenjie Chen and Jansen Sheng, UC Berkeley
EE C28 / ME C34 Problem Set Solution (Fall 200) Wenjie Chen and Janen Sheng, UC Berkeley. (0 pt) BIBO tability The ytem h(t) = co(t)u(t) i not BIBO table. What i the region of convergence for H()? A bounded
More informationScale Efficiency in DEA and DEA-R with Weight Restrictions
Available online at http://ijdea.rbiau.ac.ir Int. J. Data Envelopent Analyi (ISSN 2345-458X) Vol.2, No.2, Year 2014 Article ID IJDEA-00226, 5 page Reearch Article International Journal of Data Envelopent
More informationPOWER SYSTEM SMALL SIGNAL STABILITY ANALYSIS BASED ON TEST SIGNAL
POWE YEM MALL INAL ABILIY ANALYI BAE ON E INAL Zheng Xu, Wei hao, Changchun Zhou Zheang Univerity, Hangzhou, 37 PChina Email: hvdc@ceezueducn Abtract - In thi paper, a method baed on ome tet ignal (et
More informationAdaptive Control of Level in Water Tank: Simulation Study
Adaptive Control of Level in Water Tank: Simulation Study Jiri Vojteek and Petr Dotal Abtract An adaptive control i a popular, o called modern control method which could be ued for variou type of ytem
More informationAN ADAPTIVE SIGNAL SEARCH ALGORITHM IN GPS RECEIVER
N PTIVE SIGNL SERH LGORITHM IN GPS REEIVER Item Type text; Proceeding uthor Li, Sun; Yinfeng, Wang; Qihan, Zhang Publiher International Foundation for Telemetering Journal International Telemetering onference
More informationLecture 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 informationUSING NONLINEAR CONTROL ALGORITHMS TO IMPROVE THE QUALITY OF SHAKING TABLE TESTS
October 12-17, 28, Beijing, China USING NONLINEAR CONTR ALGORITHMS TO IMPROVE THE QUALITY OF SHAKING TABLE TESTS T.Y. Yang 1 and A. Schellenberg 2 1 Pot Doctoral Scholar, Dept. of Civil and Env. Eng.,
More informationA 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 informationBasics of a Quartz Crystal Microbalance
Baic of a Quartz Crytal Microbalance Introduction Thi document provide an introduction to the quartz crytal microbalance (QCM) which i an intrument that allow a uer to monitor mall ma change on an electrode.
More informationMath Skills. Scientific Notation. Uncertainty in Measurements. Appendix A5 SKILLS HANDBOOK
ppendix 5 Scientific Notation It i difficult to work with very large or very mall number when they are written in common decimal notation. Uually it i poible to accommodate uch number by changing the SI
More information696 Fu Jing-Li et al Vol. 12 form in generalized coordinate Q ffiq dt = 0 ( = 1; ;n): (3) For nonholonomic ytem, ffiq are not independent of
Vol 12 No 7, July 2003 cfl 2003 Chin. Phy. Soc. 1009-1963/2003/12(07)/0695-05 Chinee Phyic and IOP Publihing Ltd Lie ymmetrie and conerved quantitie of controllable nonholonomic dynamical ytem Fu Jing-Li(ΛΠ±)
More informationMarch 18, 2014 Academic Year 2013/14
POLITONG - SHANGHAI BASIC AUTOMATIC CONTROL Exam grade March 8, 4 Academic Year 3/4 NAME (Pinyin/Italian)... STUDENT ID Ue only thee page (including the back) for anwer. Do not ue additional heet. Ue of
More informationThe Study of the Kinematic Parameters of a Vehicle Using the Accelerometer of a Smartphone
The Study of the Kinematic Parameter of a Vehicle Uing the Accelerometer of a Smartphone Marin Oprea Faculty of Phyic, Univerity of Bucharet, Bucharet-Magurele, Romania E-mail: opreamarin007@yahoo.com
More informationBASIC INDUCTION MOTOR CONCEPTS
INDUCTION MOTOS An induction motor ha the ame phyical tator a a ynchronou machine, with a different rotor contruction. There are two different type of induction motor rotor which can be placed inide the
More informationA Comparative Study on Control Techniques of Non-square Matrix Distillation Column
IJCTA, 8(3), 215, pp 1129-1136 International Science Pre A Comparative Study on Control Technique of Non-quare Matrix Ditillation Column 1 S Bhat Vinayambika, 2 S Shanmuga Priya, and 3 I Thirunavukkarau*
More informationZ a>2 s 1n = X L - m. X L = m + Z a>2 s 1n X L = The decision rule for this one-tail test is
M09_BERE8380_12_OM_C09.QD 2/21/11 3:44 PM Page 1 9.6 The Power of a Tet 9.6 The Power of a Tet 1 Section 9.1 defined Type I and Type II error and their aociated rik. Recall that a repreent the probability
More informationFinding 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 informationRepresentation of a Group of Three-phase Induction Motors Using Per Unit Aggregation Model A.Kunakorn and T.Banyatnopparat
epreentation of a Group of Three-phae Induction Motor Uing Per Unit Aggregation Model A.Kunakorn and T.Banyatnopparat Abtract--Thi paper preent a per unit gregation model for repreenting a group of three-phae
More information3.1 The Revised Simplex Algorithm. 3 Computational considerations. Thus, we work with the following tableau. Basic observations = CARRY. ... m.
3 Computational conideration In what follow, we analyze the complexity of the Simplex algorithm more in detail For thi purpoe, we focu on the update proce in each iteration of thi procedure Clearly, ince,
More informationSMALL-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 informationLaplace Transformation
Univerity of Technology Electromechanical Department Energy Branch Advance Mathematic Laplace Tranformation nd Cla Lecture 6 Page of 7 Laplace Tranformation Definition Suppoe that f(t) i a piecewie continuou
More informationStandard Guide for Conducting Ruggedness Tests 1
Deignation: E 69 89 (Reapproved 996) Standard Guide for Conducting Ruggedne Tet AMERICA SOCIETY FOR TESTIG AD MATERIALS 00 Barr Harbor Dr., Wet Conhohocken, PA 948 Reprinted from the Annual Book of ASTM
More informationWhat lies between Δx E, which represents the steam valve, and ΔP M, which is the mechanical power into the synchronous machine?
A 2.0 Introduction In the lat et of note, we developed a model of the peed governing mechanim, which i given below: xˆ K ( Pˆ ˆ) E () In thee note, we want to extend thi model o that it relate the actual
More informationA 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 informationDIRECT TORQUE CONTROL OF THREE PHASE INDUCTION MOTOR USING FUZZY LOGIC SPEED CONTROLLER FOR STEADY/DYNAMIC STATE RESPONSE
DIRECT TORQUE CONTROL OF THREE PHASE INDUCTION MOTOR USING FUZZY LOGIC SPEED CONTROLLER FOR STEADY/DYNAMIC STATE RESPONSE 1 C. MOHAN RAJ, 2 K.KEERTHIVASAN, 3 RANJITH KUMAR DINAKARAN, 4 N.PUSHPALATHA 1
More informationEstimation of Temperature Rise in Stator Winding and Rotor Magnet of PMSM Based on EKF
2010 3rd International Conference on Computer and Electrical Engineering (ICCEE 2010) IPCSIT vol. 53 (2012) (2012) IACSIT Pre, Singapore DOI: 10.7763/IPCSIT.2012.V53.No.2.37 Etimation of Temperature Rie
More informationChapter 12 Simple Linear Regression
Chapter 1 Simple Linear Regreion Introduction Exam Score v. Hour Studied Scenario Regreion Analyi ued to quantify the relation between (or more) variable o you can predict the value of one variable baed
More informationAnnex-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 informationRobust Decentralized Design of H -based Frequency Stabilizer of SMES
International Energy Journal: Vol. 6, No., Part, June 005-59 Robut Decentralized Deign of H -baed Frequency Stabilizer of SMES www.erd.ait.ac.th/reric C. Vorakulpipat *, M. Leelajindakrirerk *, and I.
More informationCHAPTER 8 OBSERVER BASED REDUCED ORDER CONTROLLER DESIGN FOR LARGE SCALE LINEAR DISCRETE-TIME CONTROL SYSTEMS
CHAPTER 8 OBSERVER BASED REDUCED ORDER CONTROLLER DESIGN FOR LARGE SCALE LINEAR DISCRETE-TIME CONTROL SYSTEMS 8.1 INTRODUCTION 8.2 REDUCED ORDER MODEL DESIGN FOR LINEAR DISCRETE-TIME CONTROL SYSTEMS 8.3
More informationSliding Mode Control of a Dual-Fuel System Internal Combustion Engine
Proceeding of the ASME 9 Dynamic Sytem and Control Conference DSCC9 October -4, 9, Hollywood, California, USA DSCC9-59 Control of a Dual-Fuel Sytem Internal Combution Engine Stephen Pace Department of
More informationRECURSIVE LEAST SQUARES HARMONIC IDENTIFICATION IN ACTIVE POWER FILTERS. A. El Zawawi, K. H. Youssef, and O. A. Sebakhy
RECURSIVE LEAST SQUARES HARMONIC IDENTIFICATION IN ACTIVE POWER FILTERS A. El Zawawi, K. H. Youef, and O. A. Sebakhy Department of Electrical Engineering, Alexandria Univerity, Alexandria 21544, Egypt.P.O.
More informationAssessment of Performance for Single Loop Control Systems
Aement of Performance for Single Loop Control Sytem Hiao-Ping Huang and Jyh-Cheng Jeng Department of Chemical Engineering National Taiwan Univerity Taipei 1617, Taiwan Abtract Aement of performance in
More informationDigital Control System
Digital Control Sytem Summary # he -tranform play an important role in digital control and dicrete ignal proceing. he -tranform i defined a F () f(k) k () A. Example Conider the following equence: f(k)
More informationNONLINEAR CONTROLLER DESIGN FOR A SHELL AND TUBE HEAT EXCHANGER AN EXPERIMENTATION APPROACH
International Journal of Electrical, Electronic and Data Communication, ISSN: 232-284 Volume-3, Iue-8, Aug.-25 NONLINEAR CONTROLLER DESIGN FOR A SHELL AND TUBE HEAT EXCHANGER AN EXPERIMENTATION APPROACH
More informationDirect Torque Control for Induction Motor Using Fuzzy Logic
ACE Journal, Volume (6), Iue (), June, 6 Direct Torque Control for Induction Motor Uing Fuzzy Logic R.Toufouti.Meziane,H. Benalla Laboratory of Electrical Engineering Univerity Contantine Algeria [toufoutidz,meziane_elc,benalladz]@yahoo.fr
More informationA Simple Approach to Synthesizing Naïve Quantized Control for Reference Tracking
A Simple Approach to Syntheizing Naïve Quantized Control for Reference Tracking SHIANG-HUA YU Department of Electrical Engineering National Sun Yat-Sen Univerity 70 Lien-Hai Road, Kaohiung 804 TAIAN Abtract:
More informationLow Pass Filtering Based Artificial Neural Network Stator Flux Estimator for AC Induction Motors
Senor & Tranducer, Vol. 161, Iue 12, December 2013, pp. 219-224 Senor & Tranducer 2013 by IFSA http://www.enorportal.com Low Pa Filtering Baed Artificial Neural Network Stator Flux Etimator for AC Induction
More informationInduction Motor Drive
Induction Motor Drive 1. Brief review of IM theory.. IM drive characteritic with: Variable input voltage Variable rotor reitance Variable rotor power Variable voltage and variable frequency, VVVF drive
More informationJan Purczyński, Kamila Bednarz-Okrzyńska Estimation of the shape parameter of GED distribution for a small sample size
Jan Purczyńki, Kamila Bednarz-Okrzyńka Etimation of the hape parameter of GED ditribution for a mall ample ize Folia Oeconomica Stetinenia 4()/, 35-46 04 Folia Oeconomica Stetinenia DOI: 0.478/foli-04-003
More informationEE 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 informationPOWER QUALITY AND RELIABILITY SUPPLY IMPROVEMENT USING A POWER CONDITIONING SYSTEM WITH ENERGY STORAGE CAPABILITY
POWER QUALITY AND RELIABILITY UPPLY IMPROVEMENT UING A POWER CONDITIONING YTEM WITH ENERGY TORAGAPABILITY Domenico Caadei, Gabriele Grandi, Claudio Roi Department of Electrical Engineering Univerity of
More informationCalculation of the temperature of boundary layer beside wall with time-dependent heat transfer coefficient
Ŕ periodica polytechnica Mechanical Engineering 54/1 21 15 2 doi: 1.3311/pp.me.21-1.3 web: http:// www.pp.bme.hu/ me c Periodica Polytechnica 21 RESERCH RTICLE Calculation of the temperature of boundary
More informationLocal Fractional Laplace s Transform Based Local Fractional Calculus
From the SelectedWork of Xiao-Jun Yang 2 Local Fractional Laplace Tranform Baed Local Fractional Calculu Yang Xiaojun Available at: http://workbeprecom/yang_iaojun/8/ Local Fractional Laplace Tranform
More informationCONTROL OF INTEGRATING PROCESS WITH DEAD TIME USING AUTO-TUNING APPROACH
Brazilian Journal of Chemical Engineering ISSN 004-6632 Printed in Brazil www.abeq.org.br/bjche Vol. 26, No. 0, pp. 89-98, January - March, 2009 CONROL OF INEGRAING PROCESS WIH DEAD IME USING AUO-UNING
More informationFast explicit formulae for genus 2 hyperelliptic curves using projective coordinates
Fat explicit formulae for genu hyperelliptic curve uing projective coordinate Thoma Wollinger Ecrypt embedded ecurity GmbH twollinger@ecryptde Abtract Thi contribution propoe a modification of method of
More informationChapter 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 informationABSTRACT- In this paper, a Shunt active power filter (SAPF) is developed without considering any harmonic detection
Special Iue of International Journal of Advance in Applied Science and Engineering (IJAEAS) ISSN (P): 2348-1811; ISSN (E): 2348-182X Vol. 4, Iue 1,2, March 2017, 34-39 IIST SHUNT ACTIVE POWER FILTER PERFORMANCE
More informationRELIABILITY OF REPAIRABLE k out of n: F SYSTEM HAVING DISCRETE REPAIR AND FAILURE TIMES DISTRIBUTIONS
www.arpapre.com/volume/vol29iue1/ijrras_29_1_01.pdf RELIABILITY OF REPAIRABLE k out of n: F SYSTEM HAVING DISCRETE REPAIR AND FAILURE TIMES DISTRIBUTIONS Sevcan Demir Atalay 1,* & Özge Elmataş Gültekin
More informationDYNAMIC MODELS FOR CONTROLLER DESIGN
DYNAMIC MODELS FOR CONTROLLER DESIGN M.T. Tham (996,999) Dept. of Chemical and Proce Engineering Newcatle upon Tyne, NE 7RU, UK.. INTRODUCTION The problem of deigning a good control ytem i baically that
More informationMolecular Dynamics Simulations of Nonequilibrium Effects Associated with Thermally Activated Exothermic Reactions
Original Paper orma, 5, 9 7, Molecular Dynamic Simulation of Nonequilibrium Effect ociated with Thermally ctivated Exothermic Reaction Jerzy GORECKI and Joanna Natalia GORECK Intitute of Phyical Chemitry,
More information