Overview and literature survey of fuzzy set theory in power systems

Increasing interest has been seen in applying fuzzy set theory to power systems problems from the number of publications on this topic. As a relatively new research topic a need is felt to pay more attention to the understanding of the basic principles of the theory and the identification of problems suitable for solving by this method. This paper presents a survey of publications on applications of fuzzy set theory to power systems and the basic procedures for fuzzy set based methods to solve specific power systems problems. Simple numerical examples are used to show the practical procedures of problem formulation and solution. Theses examples are: generator maintenance scheduling, dynamic programming, and power system stabiliser. >

[1]  Witold Pedrycz,et al.  Fuzzy control and fuzzy systems , 1989 .

[2]  G. S. Hope,et al.  Expert Systems in Electric Power Systems a Bibliographical Survey , 1989, IEEE Power Engineering Review.

[3]  Takashi Hiyama,et al.  Real time control of micro-machine system using micro-computer based fuzzy logic power system stabilizer , 1994 .

[4]  D. Mukhedkar,et al.  Distribution feeder load modeling: an approach using fuzzy sets , 1989 .

[5]  Atsushi Ishigame,et al.  Fuzzy and optimal combined control for stabilizing power systems , 1991 .

[6]  F. F. Cheng,et al.  Application of fuzzy logic in the speed control of AC servo system and an intelligent inverter , 1993 .

[7]  Vladimiro Miranda,et al.  Distribution system planning with fuzzy models and techniques , 1989 .

[8]  A. Ishigame,et al.  Design of electric power system stabilizer based on fuzzy control theory , 1992, [1992 Proceedings] IEEE International Conference on Fuzzy Systems.

[9]  Y.-Y. Hsu,et al.  Fuzzy expert systems: an application to short-term load forecasting , 1992 .

[10]  A.M. Sharaf,et al.  Fuzzy logic controller for maximum power tracking in line-commutated photovoltaic inverter scheme , 1993, Proceedings of Canadian Conference on Electrical and Computer Engineering.

[11]  Lotfi A. Zadeh,et al.  Fuzzy Sets , 1996, Inf. Control..

[12]  Y.-Y. Hsu,et al.  Distribution system load estimation and service restoration using a fuzzy set approach , 1993 .

[13]  K. Tomsovic A fuzzy linear programming approach to the reactive power/voltage control problem , 1992 .

[14]  Yuan-Yih Hsu,et al.  Fuzzy dynamic programming: an application to unit commitment , 1991 .

[15]  S. Iwamoto,et al.  Application of neural network based fuzzy control to power system generator , 1991, Proceedings of the First International Forum on Applications of Neural Networks to Power Systems.

[16]  E. Handschin,et al.  A new method of excitation control based on fuzzy set theory , 1993 .

[17]  Kazuo Machida,et al.  Fuzzy control using neural network techniques , 1990, 1990 IJCNN International Joint Conference on Neural Networks.

[18]  B. Valiquette,et al.  A fuzzy knowledge-based system for bus load forecasting , 1992, [1992 Proceedings] IEEE International Conference on Fuzzy Systems.

[19]  Chan-Nan Lu,et al.  A load flow and fuzzy linear programming based external network modeling approach , 1994 .

[20]  David Lubkeman,et al.  Applications of Knowledge-Based Programming to Power Engineering Problems , 1989, IEEE Power Engineering Review.

[21]  H.H. Zurn,et al.  Generator maintenance scheduling via successive approximations dynamic programming , 1975, IEEE Transactions on Power Apparatus and Systems.

[22]  James C. Bezdek,et al.  Pattern Recognition with Fuzzy Objective Function Algorithms , 1981, Advanced Applications in Pattern Recognition.

[23]  Y.-Y. Hsu,et al.  Design of fuzzy power system stabilisers for multimachine power systems , 1990 .

[24]  J. J. Dukarm Transformer oil diagnosis using fuzzy logic and neural networks , 1993, Proceedings of Canadian Conference on Electrical and Computer Engineering.

[25]  S. M. Shahidehpour,et al.  A fuzzy-based optimal reactive power control , 1993 .

[26]  R. Yokoyama,et al.  An approximate reasoning approach for optimal dynamic dispatch of thermal generating units including auxiliary control , 1991 .

[27]  Om P. Malik,et al.  A fuzzy logic based self-tuned power system stabilizer , 1991 .

[28]  R. Yokoyama,et al.  A coordinated control of voltage and reactive power by heuristic modeling and approximate reasoning , 1993 .

[29]  J. Dombi Membership function as an evaluation , 1990 .

[30]  A.K. Davis,et al.  An expert system with fuzzy sets for optimal planning , 1991, IEEE Power Engineering Review.

[31]  Vladimiro Miranda,et al.  Fuzzy modelling of power system optimal load flow , 1991 .

[32]  S. M. Shahidehpour,et al.  Reactive power optimization using fuzzy load representation , 1994 .

[33]  B. C. Papadias,et al.  An Application of Fuzzy Concepts to Transient Stability Evaluation , 1989, IEEE Power Engineering Review.

[34]  Liu Dsosu,et al.  Fuzzy random measure and its extension theorem , 1983 .

[35]  S. M. Shahidehpour,et al.  Optimal reactive power dispatch with fuzzy variables , 1993, 1993 IEEE International Symposium on Circuits and Systems.

[36]  Henri Prade,et al.  A Computational Approach to Approximate and Plausible Reasoning with Applications to Expert Systems , 1985, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[37]  Jian-Liang Chen,et al.  A fuzzy expert system for fault diagnosis in electric distribution systems , 1993, Proceedings of Canadian Conference on Electrical and Computer Engineering.

[38]  A. K. David,et al.  An expert system with fuzzy sets for optimal planning (of power system expansion) , 1991 .

[39]  M. Gupta,et al.  Theory of T -norms and fuzzy inference methods , 1991 .

[40]  Takashi Hiyama,et al.  Application of Fuzzy Logic Control Scheme for Stability Enhancement of a Power System , 1989 .

[41]  J.F. Dopazo,et al.  Optimal generator maintenance scheduling using integer programming , 1975, IEEE Transactions on Power Apparatus and Systems.

[42]  L. Zadeh Interpolative reasoning in fuzzy logic and neural network theory , 1992, [1992 Proceedings] IEEE International Conference on Fuzzy Systems.

[43]  Henri Prade,et al.  Corrections to "A Computational Approach to Approximate and Plausible Reasoning with Applications to Expert Systems" , 1985, IEEE Trans. Pattern Anal. Mach. Intell..

[44]  S. Dhar,et al.  Power System Long-Range Decision Analysis Under Fuzzy Environment , 1979, IEEE Transactions on Power Apparatus and Systems.

[45]  Madan M. Gupta,et al.  Fuzzy mathematical models in engineering and management science , 1988 .

[46]  A. V. Machias,et al.  A fuzzy approach in the determination of unstable machines , 1990 .

[47]  Kevin Tomsovic,et al.  A fuzzy information approach to integrating different transformer diagnostic methods , 1993 .

[48]  Seiitsu Nigawara,et al.  An operation support expert system based on on-line dynamics simulation and fuzzy reasoning for startup schedule optimization in fossil power plants , 1993 .

[49]  H. Zimmermann,et al.  Progress in Fuzzy Sets and Systems , 2011, Theory and Decision Library.

[50]  R. N. Adams,et al.  Electrical power distribution systems planning using fuzzy mathematical programming , 1994 .

[51]  A. H. Palmer,et al.  A Technique for the Automated Scheduling of the Maintenance of Generating Facilities , 1972 .

[52]  Shinichi Iwamoto,et al.  Optimal power flow solution using fuzzy mathematical programming , 1988 .

[53]  Om P. Malik,et al.  Implementation and laboratory test results for a fuzzy logic based self-tuned power system stabilizer , 1993 .

[54]  O. Malik,et al.  A fuzzy logic based stabilizer for a synchronous machine , 1991 .

[55]  João Tomé Saraiva,et al.  Fuzzy Load Flow-New Algorithms Incorporating Uncertain Generation and Load Representation , 1990 .

[56]  Takashi Hiyama,et al.  Fuzzy logic control scheme for on-line stabilization of multi-machine power system , 1991 .

[57]  Y. Hsu,et al.  Fuzzy-set based contingency ranking , 1992 .

[58]  Jarmo Partanen,et al.  Using fuzzy sets to model the uncertainty in the fault location process of distribution networks , 1994 .

[59]  A.M. Sharaf,et al.  A rule-based fuzzy logic speed tracking regulator for permanent magnet chopper fed DC motor drive , 1993, Proceedings of Canadian Conference on Electrical and Computer Engineering.

[60]  A. V. Machias,et al.  Fuzzy risk index of wind sites , 1992 .

[61]  Didier Dubois,et al.  Fuzzy sets and systems ' . Theory and applications , 2007 .