A novel hybrid optimization procedure for distribution capacitor placement with varying load condition

N. Hosseinzadeh, M. R. Hesamzadeh, A. R. Seifi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

A combination of fuzzy logic, genetic algorithm and dynamic programming has been applied to optimize the problem of capacitor placement on distribution feeders. The cost function consists of three terms: the total cost of energy loss, the total cost of capacitors, including the purchase and installation costs, and one constant term related to total cost of produced power in peak load condition. A multi-objective and non-differentiable optimization problem is formulated. The proposed method of this article uses fuzzy reasoning for siting of capacitors, optimized by genetic algorithm, which finds the optimum weighting factors of fuzzy membership functions. Dynamic programming is used for sizing of the capacitors. Varying load condition of the distribution system has been considered in the optimization problem. The proposed method has been implemented in a software package and its effectiveness has been verified on a 34-bus radial distribution feeder, as a practical case study. A comparison has been made between the proposed method of this paper and similar methods in other research works, which shows the effectiveness of the proposed method of this paper for solving optimum capacitor planning problem.

Original languageEnglish
Title of host publicationWMSCI 2008 - The 12th World Multi-Conference on Systemics, Cybernetics and Informatics, Jointly with the 14th International Conference on Information Systems Analysis and Synthesis, ISAS 2008 - Proc.
Pages241-246
Number of pages6
Volume2
Publication statusPublished - 2008
Event12th World Multi-Conference on Systemics, Cybernetics and Informatics, WMSCI 2008, Jointly with the 14th International Conference on Information Systems Analysis and Synthesis, ISAS 2008 - Orlando, FL, United States
Duration: Jun 29 2008Jul 2 2008

Other

Other12th World Multi-Conference on Systemics, Cybernetics and Informatics, WMSCI 2008, Jointly with the 14th International Conference on Information Systems Analysis and Synthesis, ISAS 2008
CountryUnited States
CityOrlando, FL
Period6/29/087/2/08

Fingerprint

Capacitors
Dynamic programming
Costs
Genetic algorithms
Membership functions
Software packages
Cost functions
Fuzzy logic
Energy dissipation
Planning

Keywords

  • Capacitor Placement
  • Dynamic Programming
  • Fuzzy Logic
  • Genetic Algorithm
  • Radial Distribution Feeder

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications

Cite this

Hosseinzadeh, N., Hesamzadeh, M. R., & Seifi, A. R. (2008). A novel hybrid optimization procedure for distribution capacitor placement with varying load condition. In WMSCI 2008 - The 12th World Multi-Conference on Systemics, Cybernetics and Informatics, Jointly with the 14th International Conference on Information Systems Analysis and Synthesis, ISAS 2008 - Proc. (Vol. 2, pp. 241-246)

A novel hybrid optimization procedure for distribution capacitor placement with varying load condition. / Hosseinzadeh, N.; Hesamzadeh, M. R.; Seifi, A. R.

WMSCI 2008 - The 12th World Multi-Conference on Systemics, Cybernetics and Informatics, Jointly with the 14th International Conference on Information Systems Analysis and Synthesis, ISAS 2008 - Proc.. Vol. 2 2008. p. 241-246.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hosseinzadeh, N, Hesamzadeh, MR & Seifi, AR 2008, A novel hybrid optimization procedure for distribution capacitor placement with varying load condition. in WMSCI 2008 - The 12th World Multi-Conference on Systemics, Cybernetics and Informatics, Jointly with the 14th International Conference on Information Systems Analysis and Synthesis, ISAS 2008 - Proc.. vol. 2, pp. 241-246, 12th World Multi-Conference on Systemics, Cybernetics and Informatics, WMSCI 2008, Jointly with the 14th International Conference on Information Systems Analysis and Synthesis, ISAS 2008, Orlando, FL, United States, 6/29/08.
Hosseinzadeh N, Hesamzadeh MR, Seifi AR. A novel hybrid optimization procedure for distribution capacitor placement with varying load condition. In WMSCI 2008 - The 12th World Multi-Conference on Systemics, Cybernetics and Informatics, Jointly with the 14th International Conference on Information Systems Analysis and Synthesis, ISAS 2008 - Proc.. Vol. 2. 2008. p. 241-246
Hosseinzadeh, N. ; Hesamzadeh, M. R. ; Seifi, A. R. / A novel hybrid optimization procedure for distribution capacitor placement with varying load condition. WMSCI 2008 - The 12th World Multi-Conference on Systemics, Cybernetics and Informatics, Jointly with the 14th International Conference on Information Systems Analysis and Synthesis, ISAS 2008 - Proc.. Vol. 2 2008. pp. 241-246
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