Hostname: page-component-586b7cd67f-2plfb Total loading time: 0 Render date: 2024-11-24T07:31:32.996Z Has data issue: false hasContentIssue false
  • English
  • Français

Applications of artificial intelligence and expert systems in power engineering

Published online by Cambridge University Press:  07 July 2009

Kit Po Wong
Kit Po Wong
Affiliation:
Department of Electrical and Electronic Engineering, The University of Western Australia, Nedlands, 6009, Western Australia
Get access Rights & Permissions [Opens in a new window]

Abstract

The theme of this paper is to review work carried out in the area of applying expert systems and artificial intelligence in electrical power engineering. It surveys expert systems and artificial-intelligence-based algorithms developed for solving decision problems in power network and generator fault diagnosis, reactive power and voltage control, restoration of power supply, determination of load circuits for shedding in under-frequency load shedding schemes, generator scheduling, allocation of loads and circuits, load-flow planning, generation expansion planning and distribution expansion planning.

Type
Research Article
Information
The Knowledge Engineering Review , Volume 5 , Issue 2 , June 1990 , pp. 127 - 140
Copyright
Copyright © Cambridge University Press 1990

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Brownston, L, Fartele, R, Kant, E and Martin, N, 1986, Programming Expert System in OPS5 Addison Wesley.Google Scholar
Cain, DG, 1985, “BWR shutdown analyzer using artificial intelligence techniques” Electric Power Research Institute, Report NR-4139–SR.Google Scholar
Chan, JL and Hsu, YY, 1989, “An expert system for load allocation in distribution expansion planning” IEEE Proceedings of PES Winter Meeting New York, Paper Number 89 WM 088–6 PWRD.Google Scholar
Clocksin, W and Mellish, C, 1984, Programming in Prolog Springer-Verlag.Google Scholar
DeMontravel, G. 1986, “A real time expert system for alarm handling in the future EDF regional control centres” CIGRE Study Committee Report No. 39.Google Scholar
Farghai, SA, Kandil, MS and Abdel-Aziz, , 1988, “Generation expansion planning: an expert system” IEE Proc. Pt C, 135 (4) 261–267.Google Scholar
Fox, MS, Kleinosky, P and Lowenfeld, S, 1983, “Techniques for sensor-based diagnosis” Proceedings of the 8th Joint Conference on Artificial IntelligenceW. Germany.Google Scholar
Fujiwara, R, Sakaguchi, T, Kohno, Y and Suzuki, H, 1985, “An intelligent load flow engine for power system planning” IEEE Conference Proceedings on Power Industry Computer Applications pp 236–241.Google Scholar
Fukui, C and Kawakami, J, 1986, “An expert system for fault section estimation using information from protective relays and circuit breakers’ IEEE Trans. PWRD-1 (4) 83–90.Google Scholar
Gonzalez, AJ, Osborne, RL, Kemper, CT and Lowenfeld, S, 1986, “On-line diagnosis of turbine-generators using artificial intelligence” IEEE Trans. EC-1 (2) 68–74.Google Scholar
Hein, F, 1986, “Expert system using pattern recognition by real time signals” CIGRE Study Committee Report No. 39.Google Scholar
Heintze, N, Jaflar, J, Michaylov, S, Stuckey, P and Yap, R, 1987, “The CLP(R) programmers manual” Computer Science Department, Monash University, Australia.Google Scholar
Kaninsono, H, 1986, “Alarm handling by control and load dispatching centers in Japan” CIGRE Study Committee Report No. 39.Google Scholar
Kojima, Y, Warashina, S, Nakamura, S and Matsumoto, K, 1989, “Development of a guidance method for power system restoration” IEEE Proceedings of PES Winter Meeting New York, Paper Number 89 WM 162–9 PWRS.Google Scholar
Kojima, Y, Warashina, S, Kato, M and Watanabe, H, 1989, “The development of power system restoration method for a bulk power system by applying knowledge engineering techniques” IEEE Proceedings of PES Winter Meeting New York, Paper Number 89 WM 163–7 PWRS.Google Scholar
Komai, K and Sakaguchi, T, 1986, “Artificial intelligence method for power system fault diagnosis” IEE Conference Proceeding 266 on Power System Monitoring and Control pp 355–360.Google Scholar
Laird, J E and Newell, A, 1983, “A universal weak method” Department of Computer Science, Carnegie-Mellon Univ. Technical Report # 83–141.Google Scholar
Liu, CC and Tomsovic, K, 1985, “An expert system assisting decision-making of reactive power/voltage control” IEEE Conference Proceeding on Power Industry Computer Applications pp 242–248.Google Scholar
Mokhtari, S, Singh, J and Wollenberg, B, 1987, “A unit commitment expert system” IEEE Conference Proceedings on Power Industry Computer Applications.Google Scholar
Nelson, WR, 1982, “REACTOR: An expert system for diagnosis and treatment of nuclear reactor accidents” A A A I Conference Proceedings pp 296–301.Google Scholar
Sakaguchi, T and Matsumoto, K, 1983, “Development of a knowledge based system for power system restoration” IEEE Trans. PAS-201 (2) 320–326.Google Scholar
Schulte, RP, Sheble, GB, Larsen, SL, Wrubel, JN and Wollenberg, BF, 1987, “Artificial intelligence solutions to power system operating problems” IEEE Trans. PWRS-2 (4) 920–926.Google Scholar
Talukdar, SN, Cardozo, E and Perry, T, 1985, “The operator's assistant-an intelligent, expandable program for power systems trouble analysis” IEEE Conference Proceedings on Power Industry Computer Application.CrossRefGoogle Scholar
Talukdar, SN, Cardozo, E and Leao, LV, 1986, “Toast: The power system operator's assistant” IEEE Expert 53–60.Google Scholar
Tomsovic, K, Liu, CC, Ackerman, P and Pope, S, 1987, “An expert system as a dispatchers' aid for the isolation of line section faults” IEEE Trans. PWRD-2 (3) 736–743.Google Scholar
Tsang, CP and Wong, KP, 1988, “Determination of load block compositions in load-shedding schemes: Logic programming approach” IEEE Computer Applications in Power 1 (4) 39–43.CrossRefGoogle Scholar
Uhrig, RE, 1987, “Applications of artificial intelligence in the U.S. nuclear industry” Paper presented at the International Plenary Session of the ANS Topical Meeting on Artificial Intelligence and Other Innovative Computer Applications in the Nuclear Industry Snowbird, UT, USA.CrossRefGoogle Scholar
Underwood, WE, 1982, “A CSR model-based nuclear power plant consultant” AAAI Conference Proceedings pp 302–305.Google Scholar
Wollenberg, BF, 1985, “Feasibility study for an energy management system intelligent alarm process” IEEE Conference Proceedings on Power Industry Computer Applications pp 249–254.Google Scholar
Wollenberg, BF and Sakaguchi, T, 1987, “Artificial intelligence in power system operations” IEEE Proceedings 75 (12) pp 1678–1685.CrossRefGoogle Scholar
Wong, KP and Tsang, CP, 1988, “A logic programming approach to fault diagnosis in distribution ring networks” Electric Power Systems Research 15 77–87.CrossRefGoogle Scholar
Wong, KP, Tsang, CP and Chan, WY, 1988, “Sherlock—A system for diagnosing power distribution ring network faults” ACM Proceedings on The First International Conference on Industrial & Engineering Applications of Artificial Intelligence & Expert SystemTullahoma, USA, pp 109–113.CrossRefGoogle Scholar
Wong, KP and Cheung, HN, 1987, “Artificial intelligence approach to load allocation in distribution substations” IEE Proc. Pt C 134(5) 357–365.Google Scholar
Wong, KP and Cheung, HN, 1988, “Circuit allocation in subtransmission switching substations using best-first search strategy” IEE Proc. Pt C 135(6) 489–496.Google Scholar
Wong, KP and Tsang, CP, 1989, “A heuristic search method for short-term thermal generator scheduling” Artificial Intelligence in Design, Gero, JS, ed., pp 505–520, Springer-Verlag.Google Scholar