Fuzzy dynamic programming for robust direct load control

K. Y. Huang, H. T. Yang, C. C. Liao, Ching Lien Huang

Research output: Contribution to conferencePaperpeer-review

8 Citations (Scopus)

Abstract

This paper develops a fuzzy dynamic programming (FDP) approach to solving the direct load control (DLC) problem of the air conditioner loads (ACLs). The interrupted capacities of the ACLs and the system load demands are all regarded as fuzzy variables. The scheduling of the DLC and the unit commitment (UC) is integrated into the FDP structure to reduce the system peak load as well as the total operating costs. The solution approach has been practically tested on the Taiwan power 38-unit system with 15 ACLs groups. In the tests, the Monte-Carlo simulation technique is employed to assess the robustness of the solution obtained from the proposed FDP approach for various load uncertainties. The results are given and compared to those without consideration of the load uncertainties.

Original languageEnglish
Pages564-569
Number of pages6
Publication statusPublished - 1998 Dec 1
EventProceedings of the 1998 2nd International Conference on Energy Management and Power Delivery (EMPD'98) - Singapore, Singapore
Duration: 1998 Mar 31998 Mar 5

Other

OtherProceedings of the 1998 2nd International Conference on Energy Management and Power Delivery (EMPD'98)
CitySingapore, Singapore
Period98-03-0398-03-05

All Science Journal Classification (ASJC) codes

  • Energy(all)
  • Engineering(all)

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