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Title: Distribution planning using a rule-based expert system approach
Authors: Li, KK
Chen, GJ
Chung, TS
Tang, GQ
Keywords: Conductors (electric)
Expert systems
Genetic algorithms
Load management
Mathematical analysis
Power distribution planning
Power system analysis computing
Issue Date: 2004
Publisher: IEEE
Source: Proceedings of the 2004 IEEE International Conference on Electric Utility Deregulation, Restructuring and Power Technologies, 2004 : (DRPT 2004), 5-8 April 2004, v. 2, p. 814-819 How to cite?
Abstract: A rule-based expert system for distribution planning is proposed in this paper. By combining heuristic rules with mathematical algorithms, the proposed expert system is capable of optimizing the locations of substations and the conductor layout. A genetic algorithm approach is employed to determine the optimal sites of new substations. To determine the optimal conductor layout, a heuristic algorithm is proposed, which considers both the capital expenditure and the cost associated with power losses. The heuristic rules required in this expert system are also identified and reported in this paper. The expert system has been tested to be applicable and efficient.
ISBN: 0-7803-8237-4
DOI: 10.1109/DRPT.2004.1338095
Appears in Collections:Conference Paper

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