Neural and Fuzzy Logic Control of Drives and Power Systems

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[1]  Lloyd W. Massengill,et al.  An analog neural hardware implementation using charge-injection multipliers and neutron-specific gain control , 1992, IEEE Trans. Neural Networks.

[2]  Costanzo Manes,et al.  A comparative study of rotor flux estimation in induction motors with a nonlinear observer and the extended Kalman filter , 1994, Proceedings of IECON'94 - 20th Annual Conference of IEEE Industrial Electronics.

[3]  Jan Gecsei,et al.  Adaptation Algorithms for Binary Tree Networks , 1979, IEEE Transactions on Systems, Man, and Cybernetics.

[4]  H. S. Hwang Automatic design of fuzzy rule base for modelling and control using evolutionary programming , 1999 .

[5]  Torsten Lehmann,et al.  An analog CMOS chip set for neural networks with arbitrary topologies , 1993, IEEE Trans. Neural Networks.

[6]  Simon Haykin,et al.  Neural Networks: A Comprehensive Foundation , 1998 .

[7]  Katsuhiko Ogata,et al.  Discrete-time control systems , 1987 .

[8]  Josef A. Nossek,et al.  An analog implementation of discrete-time cellular neural networks , 1992, IEEE Trans. Neural Networks.

[9]  Ying-Yu Tzou,et al.  DSP-based rotor time constant identification and slip gain auto-tuning for indirect vector-controlled induction drives , 1996, Proceedings of the 1996 IEEE IECON. 22nd International Conference on Industrial Electronics, Control, and Instrumentation.

[10]  Om P. Malik,et al.  MIMO self-tuning power system stabilizer , 1991 .

[11]  Hirofumi Akagi,et al.  A Novel Control Scheme for Current-Controlled PWM Inverters , 1986, IEEE Transactions on Industry Applications.

[12]  P. Vas Vector control of AC machines , 1990 .

[13]  Marcian N. Cirstea,et al.  Virtual prototyping of a digital neural current controller , 1998, Proceedings. Ninth International Workshop on Rapid System Prototyping (Cat. No.98TB100237).

[14]  P. G. Holmes,et al.  A complete ASIC controlled electric drive system , 1996, 1996 IEEE International Symposium on Circuits and Systems. Circuits and Systems Connecting the World. ISCAS 96.

[15]  A. Ometto,et al.  Neural ASIC controller for PWM power systems , 1998, Proceedings Eleventh Annual IEEE International ASIC Conference (Cat. No.98TH8372).

[16]  Lotfi A. Zadeh,et al.  Outline of a New Approach to the Analysis of Complex Systems and Decision Processes , 1973, IEEE Trans. Syst. Man Cybern..

[17]  Thomas G. Habetler,et al.  A space vector-based rectifier regulator for AC/DC/AC converters , 1993 .

[18]  G.M. Asher,et al.  Sensorless position detection for vector controlled induction motor drives using an asymmetric outer-section cage , 1996, IAS '96. Conference Record of the 1996 IEEE Industry Applications Conference Thirty-First IAS Annual Meeting.

[19]  A. F. Stronach,et al.  Artificial neural network based control of electromechanical systems , 1994 .

[20]  George Cybenko,et al.  Approximation by superpositions of a sigmoidal function , 1989, Math. Control. Signals Syst..

[21]  Mo Jamshidi,et al.  Neural Based Fault Detection and Identification for a Nuclear Reactor , 1993 .

[22]  H. L. Hazen,et al.  Theory of servo-mechanisms , 1934 .

[23]  G. Ledwich,et al.  Power System Stabilizer Based on Adaptive Control Techniques , 1984, IEEE Transactions on Power Apparatus and Systems.

[24]  M. Cirstea,et al.  Success ful CAD tools application to FPGA/ASIC design , 1999 .

[25]  Bimal K. Bose,et al.  Applications of fuzzy logic in the estimation of power electronic waveforms , 1993, Conference Record of the 1993 IEEE Industry Applications Conference Twenty-Eighth IAS Annual Meeting.

[26]  Abdollah Homaifar,et al.  Simultaneous design of membership functions and rule sets for fuzzy controllers using genetic algorithms , 1995, IEEE Trans. Fuzzy Syst..

[27]  C. L. Karr,et al.  Fuzzy control of pH using genetic algorithms , 1993, IEEE Trans. Fuzzy Syst..

[28]  W. Evans,et al.  Graphical Analysis of Control Systems , 1948, Transactions of the American Institute of Electrical Engineers.

[29]  Marcian Cirstea,et al.  A new neural networks approach to induction motor speed control , 2001, 2001 IEEE 32nd Annual Power Electronics Specialists Conference (IEEE Cat. No.01CH37230).

[30]  Joachim Holtz Speed estimation and sensorless control of AC drives , 1993, Proceedings of IECON '93 - 19th Annual Conference of IEEE Industrial Electronics.

[31]  Werner Leonhard,et al.  Control of Electrical Drives , 1990 .

[32]  Eric A. Vittoz,et al.  A communication architecture tailored for analog VLSI artificial neural networks: intrinsic performance and limitations , 1994, IEEE Trans. Neural Networks.

[33]  Joachim Holtz Pulsewidth modulation-a survey , 1992, IEEE Trans. Ind. Electron..

[34]  A. E. Bashagha,et al.  A new digit-serial divider architecture , 1993 .

[35]  G. Ledwich,et al.  Power System Stabilizer Based on Adaptive Control Techniques , 1984, IEEE Power Engineering Review.

[36]  George Cybenko,et al.  Approximation by superpositions of a sigmoidal function , 1992, Math. Control. Signals Syst..

[37]  L. Haydock,et al.  Intelligent fuzzy logic controller for power generation systems , 1999, IEMDC 1999.

[38]  T. Ross Fuzzy Logic with Engineering Applications , 1994 .

[39]  K. J. Binns,et al.  Permanent-magnet a.c. generators , 1979 .

[40]  John E. Hopcroft,et al.  Synthesis of Minimal Threshold Logic Networks , 1965, IEEE Trans. Electron. Comput..

[41]  T. Başar,et al.  A New Approach to Linear Filtering and Prediction Problems , 2001 .

[42]  V. H. Quintana,et al.  Neural Network Regulators for Synchronous Machines , 1993 .

[43]  S. Savaresi Exact feedback linearisation of a fifth-order model of synchronous generators , 1999 .

[44]  M. K. Ibrahim,et al.  Nonrestoring Radix-2k Square rooting Algorithm , 1996, J. Circuits Syst. Comput..

[45]  Yonghua Song,et al.  Application of fuzzy logic in power systems. II. Comparison and integration with expert systems, neural networks and genetic algorithms , 1998 .

[46]  T. M. Jahns,et al.  Designing intelligent muscle into industrial motion control , 1989, 15th Annual Conference of IEEE Industrial Electronics Society.

[47]  T. Kanmachi,et al.  Sensor-less speed control of an induction motor , 1995 .

[48]  M.P. Kazmierkowski,et al.  Review of current regulation techniques for three-phase PWM inverters , 1994, Proceedings of IECON'94 - 20th Annual Conference of IEEE Industrial Electronics.

[49]  J. Butcher The numerical analysis of ordinary differential equations: Runge-Kutta and general linear methods , 1987 .

[50]  Thomas A. Lipo,et al.  A Rotor Parameter Identification Scheme for Vector-Controlled Induction Motor Drives , 1985, IEEE Transactions on Industry Applications.

[51]  R. E. Kalman,et al.  New Results in Linear Filtering and Prediction Theory , 1961 .

[52]  F. P. deMello Large Scale Induction Generators for Power Systems , 1981 .

[53]  Lazhar Ben-Brahim Motor speed identification via neural networks , 1995 .

[54]  M.S. Adler,et al.  The evolution of power device technology , 1984, IEEE Transactions on Electron Devices.

[55]  Valeriu Beiu,et al.  Optimal mapping of neural networks onto FPGAs , 1995 .

[56]  Nirmal K. Bose,et al.  Neural network design using Voronoi diagrams , 1993, IEEE Trans. Neural Networks.

[57]  Lawrence D. Jackel,et al.  A Neurocomputer Board Based on the ANNA Neural Network Chip , 1991, NIPS.

[58]  David Van Den Bout,et al.  The Practical Xilinx Designer Lab Book , 1998 .

[59]  K. W. Lim,et al.  A fuzzy observer for induction motor stator resistance for application in direct torque control , 1997, Proceedings of Second International Conference on Power Electronics and Drive Systems.

[60]  M. G. Jayne,et al.  A new direct torque control strategy , 1995 .

[61]  John P. Cushman Concurrent engineering: The product development environment for the 1990s: by Donald E. Carter and Barbara Stilwell Baker. Reading, MA: Addison-Wesley, 1992. 175 + xi pages , 1993 .

[62]  Hubert M. James,et al.  Theory of Servomechanisms , 1965 .

[63]  J. K. Al-Tayie,et al.  Estimation of speed, stator temperature and rotor temperature in cage induction motor drive using the extended Kalman filter algorithm , 1997 .

[64]  Carlo Cecati,et al.  Torque and speed regulation of induction motors using the passivity theory approach , 1999, IEEE Trans. Ind. Electron..

[65]  Bimal K. Bose,et al.  Fuzzy logic based intelligent control of a variable speed cage machine wind generation system , 1995 .

[66]  Li Zhang,et al.  Analysis and comparison of control techniques for AC-AC matrix converters , 1998 .

[67]  Bruce Newgard 16-Tap, 8-Bit FIR Filter Application Guide , 1995 .

[68]  Jihong Lee,et al.  On methods for improving performance of PI-type fuzzy logic controllers , 1993, IEEE Trans. Fuzzy Syst..

[69]  Hoang Le-Huy,et al.  An adaptive current control scheme for PWM synchronous motor drives: analysis and simulation , 1989 .

[70]  P. Vas,et al.  A fuzzy-controlled speed-sensorless induction motor drive with flux estimators , 1995 .

[71]  J. Hedrick,et al.  Nonlinear Observers—A State-of-the-Art Survey , 1989 .

[72]  M. N. Cirstea,et al.  Control systems for power electronics , 1998 .

[73]  A. Godhwani,et al.  A digital excitation control system for use on brushless excited synchronous generators , 1996 .

[74]  Y.-A. Chapuis,et al.  ASIC implementation of direct torque control for induction machine: Functional validation by power and control simulation , 1998 .

[75]  Eric B. Baum,et al.  On the capabilities of multilayer perceptrons , 1988, J. Complex..

[76]  M. M. De Souza,et al.  Novel Lateral MOS Controlled Power Devices and Technologies for High Voltage Integrated Circuits , 1997 .

[77]  S. Saetieo,et al.  Fuzzy logic control of a space-vector PWM current regulator for three-phase power converters , 1998 .

[78]  C. D. Walter,et al.  Systolic Modular Multiplication , 1993, IEEE Trans. Computers.

[79]  U. Ramacher,et al.  A geometrical approach to neural network design , 1989, International 1989 Joint Conference on Neural Networks.

[80]  Phoivos D. Ziogas,et al.  State-of-the-art carrier PWM techniques: a critical evaluation , 1988 .

[81]  H. van der Broeck,et al.  Analysis and Realization of a Pulse Width Modulator Based on Voltage Space Vectors , 1986, 1986 Annual Meeting Industry Applications Society.

[82]  Marcian Cirstea,et al.  Load independent adaptive current control strategy for PWM inverters , 1998 .

[83]  T. Parks Signal processing: Discrete spectral analysis, detection, and estimation , 1976, Proceedings of the IEEE.

[84]  S. F. Legowski,et al.  Minimum-loss vector PWM strategy for three-phase inverters , 1994 .

[85]  J. G. Khor,et al.  FPGA fuzzy logic controller for variable speed generators , 2001, Proceedings of the 2001 IEEE International Conference on Control Applications (CCA'01) (Cat. No.01CH37204).

[86]  Peter Vas,et al.  Artificial-Intelligence-Based Electrical Machines and Drives: Application of Fuzzy, Neural, Fuzzy-neural, and Genetic-Algorithm-based Techniques , 1999 .

[87]  Li Yue Introduction to digital control system SIMADYN D for variable-speed drives , 2002 .

[88]  Jacek M. Zurada,et al.  Introduction to artificial neural systems , 1992 .

[89]  Sun-Yuan Kung,et al.  Digital neural networks , 1993, Prentice Hall Information and System Sciences Series.

[90]  S. R. Bowes,et al.  Microprocessor control of PWM inverters , 1981 .

[91]  Andrei Dinu FPGA neural controller for three-phase sensorless induction motor drive systems. , 2000 .

[92]  S. Nasar,et al.  Vector control of AC drives , 1992 .

[93]  Mo M. Jamshidi,et al.  Fault Detection and Diagnosis of a Nuclear Power Plant Using Artificial Neural Networks , 1995, J. Intell. Fuzzy Syst..

[94]  Alan F. Murray,et al.  Generic Analog Neural Computation - The Epsilon Chip , 1992, NIPS.

[95]  F. Smieja Neural network constructive algorithms: Trading generalization for learning efficiency? , 1993 .

[96]  Alberto Tenconi,et al.  Stability Analysis of Luenberger Observers for Speed Sensorless High Performance Spindle Drives , 1999 .

[97]  Rajani K. Mudi,et al.  A robust self-tuning scheme for PI- and PD-type fuzzy controllers , 1999, IEEE Trans. Fuzzy Syst..

[98]  M. K. Ibrahim,et al.  Digit-Serial Squaring Architecture , 1994, J. Circuits Syst. Comput..

[99]  Robert B. Allen,et al.  Relaxation Networks for Large Supervised Learning Problems , 1990, NIPS.

[100]  Fuji Electric Corporate APPLICATION OF MULTIVARIABLE OPTIMAL CONTROLLER TO REAL POWER SYSTEMS , 1994 .

[101]  Vincent Del Toro,et al.  Electric Power Systems , 1991 .

[102]  Çetin Kaya Koç,et al.  Multiplication of signed-digit numbers , 1994 .

[103]  Valeriu Beiu,et al.  Optimal Mapping of Neural Networks onto FPGA's - A New Constructive Algorithm - , 1995, IWANN.

[104]  George W. Irwin,et al.  Neural network applications in control , 1995 .

[105]  Zainalabedin Navabi,et al.  VHDL: Analysis and Modeling of Digital Systems , 1992 .

[106]  O.P. Malik,et al.  Design and test results of a software based digital AVR , 1976, IEEE Transactions on Power Apparatus and Systems.

[107]  D.W. Novotny,et al.  The universal field oriented controller , 1988, Conference Record of the 1988 IEEE Industry Applications Society Annual Meeting.

[108]  Peter Conradi Reuse in Electronic Design: From Information Modelling to Intellectual Properties , 1999 .

[109]  Adel M. Sharaf,et al.  A rule-based fuzzy logic controller for a PWM inverter in a stand alone wind energy conversion scheme , 1993 .

[110]  T. F. Chan,et al.  Self-excited induction generators driven by regulated and unregulated turbines , 1996 .

[111]  B. W. Hogg,et al.  Self-tuning automatic voltage regulators for a synchronous generator , 1989 .

[112]  Y. Takagi,et al.  Digital AVR application to power plants , 1993 .

[113]  Swamidoss Sathiakumar,et al.  Microprocessor-based random PWM schemes for DC-AC power conversion , 1995 .

[114]  T. Lipo,et al.  Vector Control and Dynamics of AC Drives , 1996 .

[115]  Clark S. Lindsey,et al.  Review of hardware neural networks: A User's perspective , 1994 .

[116]  Rong-Jong Wai,et al.  DSP-based minmax speed sensorless induction motor drive with sliding mode model-following speed controller , 1999 .

[117]  G. Mirchandani,et al.  On hidden nodes for neural nets , 1989 .

[118]  Johann W. Kolar,et al.  Analysis of on- and off-line optimized predictive current controllers for PWM converter systems , 1991 .

[119]  P. G. Holmes,et al.  Electronic design automation (EDA) techniques for the design of power electronic control systems , 1992 .

[120]  B. W. Hogg,et al.  Robust self-tuning regulator for a synchronous generator , 1988 .

[121]  Michel Verleysen,et al.  Analog implementation of a Kohonen map with on-chip learning , 1993, IEEE Trans. Neural Networks.

[122]  Marcian Cirstea,et al.  A VHDL success story: electric drive system using neural controller , 2000, Proceedings VHDL International Users Forum Fall Workshop.

[123]  Peter Vas,et al.  Sensorless vector and direct torque control , 1998 .

[124]  Alan F. Murray,et al.  Pulse-stream VLSI neural networks mixing analog and digital techniques , 1991, IEEE Trans. Neural Networks.

[125]  Ying-Yu Tzou,et al.  FPGA realization of space-vector PWM control IC for three-phase PWM inverters , 1997 .

[126]  B. J. Baliga,et al.  Fast-switching insulated gate transistors , 1983, IEEE Electron Device Letters.

[127]  Kurt Hornik,et al.  Multilayer feedforward networks are universal approximators , 1989, Neural Networks.

[128]  Donald W. Novotny,et al.  Current Control of VSI-PWM Inverters , 1985, IEEE Transactions on Industry Applications.

[129]  J. W. Finch,et al.  Implementation of a self-tuning AVR , 1997 .

[130]  A. Yokoyama,et al.  An adaptive neuro-control system of synchronous generator for power system stabilization , 1996 .

[131]  Takashi Hiyama,et al.  Robustness of fuzzy logic power system stabilizers applied to multimachine power system , 1994 .

[132]  Colin D. Walter Fast modular multiplication using 2-power radix , 1991, Int. J. Comput. Math..

[133]  F. S. Smith,et al.  Selecting inference and defuzzification techniques for fuzzy logic control , 1998 .

[134]  Irving M. Gottlieb Regulated Power Supplies , 1971 .

[135]  Dan Hammerstrom,et al.  The Connectivity Analysis of Simple Association - or- How Many Connections Do You Need! , 1988 .

[136]  M. K. Ibrahim,et al.  Area-time efficient two's complement square rooting , 1999 .

[137]  D. S. Zinger,et al.  A variable speed wind turbine power control , 1997 .

[138]  Arno Kunzmann,et al.  Reuse Techniques for VLSI Design , 1999 .

[139]  Ying-Yu Tzou,et al.  Dual DSP based fully digital control of an AC induction motor , 1996, Proceedings of IEEE International Symposium on Industrial Electronics.

[140]  M. Venturini A new sine wave in sine wave out, conversion technique which eliminates reactive elements , 1980 .

[141]  B.K. Bose,et al.  A fuzzy set theory based control of a phase-controlled converter DC machine drive , 1991, Conference Record of the 1991 IEEE Industry Applications Society Annual Meeting.

[142]  A. E. Bashagha,et al.  A new high radix non-restoring divider architecture , 1995 .

[143]  Om P. Malik,et al.  Artificial neural network power system stabilizers in multi-machine power system environment , 1995 .

[144]  Yonghua Song,et al.  Applications of fuzzy logic in power systems. I. General introduction to fuzzy logic , 1997 .

[145]  Donald A. Sofge,et al.  Handbook of Intelligent Control: Neural, Fuzzy, and Adaptive Approaches , 1992 .

[146]  A. E. Bashagha,et al.  Design of a square-root architecture: digit-serial approach , 1994 .

[147]  T. S. Radwan,et al.  Modelling and controller design of an isolated diesel engine permanent magnet synchronous generator , 1996 .

[148]  Andreas G. Andreou,et al.  Current-mode subthreshold MOS circuits for analog VLSI neural systems , 1991, IEEE Trans. Neural Networks.

[149]  Mohammed Ismail,et al.  Analog VLSI Implementation of Neural Systems , 2011, The Kluwer International Series in Engineering and Computer Science.

[150]  T. Habetler,et al.  Acoustic noise reduction in sinusoidal PWM drives using a randomly modulated carrier , 1989, 20th Annual IEEE Power Electronics Specialists Conference.

[151]  Peter Vas,et al.  Electrical Machines and Drives: A Space-Vector Theory Approach , 1993 .

[152]  Abdulrahman I. Alolah Steady-state operating limits of three-phase self-excited reluctance generator , 1992 .

[153]  G. Bhuvaneswari,et al.  A unified approach to the real-time implementation of microprocessor-based PWM waveforms , 1991 .

[154]  Ying-Yu Tzou,et al.  Discrete sliding-mode control of a PWM inverter for sinusoidal output waveform synthesis with optimal sliding curve , 1996 .

[155]  Costanzo Manes,et al.  DSP based field-oriented control of induction motor with a nonlinear state observer , 1996, PESC Record. 27th Annual IEEE Power Electronics Specialists Conference.

[156]  Irving M. Gottlieb Power Supplies Switching Regulators, Inverters, and Converters , 1984 .

[157]  Paolo Tenti,et al.  Optimum control of N-input K-output matrix converters , 1992 .

[158]  E. Spooner,et al.  Grid interface options for variable-speed, permanent-magnet generators , 1998 .

[159]  M. N. Cirstea,et al.  A modern ASIC controller for a 6-pulse rectifier , 1997, Proceedings. Tenth Annual IEEE International ASIC Conference and Exhibit (Cat. No.97TH8334).

[160]  Atsuo Kawamura,et al.  Instantaneous Feedback Controlled PWM Inverter with Adaptive Hysteresis , 1984, IEEE Transactions on Industry Applications.

[161]  R. Jones,et al.  High quality mains power from variable-speed wind turbines , 1993 .

[162]  Dr. Hans Hellendoorn,et al.  An Introduction to Fuzzy Control , 1996, Springer Berlin Heidelberg.

[163]  Rex A. Dwyer Higher-dimensional voronoi diagrams in linear expected time , 1991, Discret. Comput. Geom..

[164]  G. A. Smith,et al.  A sinewave interface for variable-speed wind turbines , 2002 .

[165]  Jeen Ghee Khor An intelligent controller for synchronous generators. , 1999 .

[166]  P. G. Holmes,et al.  A New Technique To Model And Simulate Divided Winding Induction Motors , 1996 .

[167]  Colin D. Walter,et al.  Hardware Implementation of Montgomery's Modular Multiplication Algorithm , 1993, IEEE Trans. Computers.

[168]  Shaohua Tan,et al.  Efficient algorithm for the design of multilayer feedforward neural networks , 1992, [Proceedings 1992] IJCNN International Joint Conference on Neural Networks.

[169]  Bimal K. Bose,et al.  Expert system, fuzzy logic, and neural network applications in power electronics and motion control , 1994, Proc. IEEE.

[170]  Seung-Gi Jeong,et al.  DSP based active power filter with predictive current control , 1995, Proceedings of IECON '95 - 21st Annual Conference on IEEE Industrial Electronics.

[171]  M. N. Cirstea,et al.  Control of stand alone synchronous generators at optimum speed , 1998 .

[172]  H. Tajima,et al.  Speed sensorless field orientation control of the induction machine , 1991, Conference Record of the 1991 IEEE Industry Applications Society Annual Meeting.

[173]  D Psaltis,et al.  Optical implementation of the Hopfield model. , 1985, Applied optics.

[174]  Greg Asher,et al.  A doubly fed induction generator using back-to-back PWM converters supplying an isolated load from a variable speed wind turbine , 1996 .

[175]  H J Caulfield,et al.  Optical learning (inference) machines. , 1985, Applied optics.

[176]  Patrick Wheeler,et al.  A low loss matrix converter for AC variable-speed drives , 2002 .