Fuzzy dynamic programming for robust direct load control

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

研究成果: Paper

6 引文 (Scopus)

摘要

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.

原文English
頁面564-569
頁數6
出版狀態Published - 1998 十二月 1
事件Proceedings of the 1998 2nd International Conference on Energy Management and Power Delivery (EMPD'98) - Singapore, Singapore
持續時間: 1998 三月 31998 三月 5

Other

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

指紋

Dynamic programming
Air
Operating costs
Scheduling
Uncertainty

All Science Journal Classification (ASJC) codes

  • Energy(all)
  • Engineering(all)

引用此文

Huang, K. Y., Yang, H. T., Liao, C. C., & Huang, C. L. (1998). Fuzzy dynamic programming for robust direct load control. 564-569. 論文發表於 Proceedings of the 1998 2nd International Conference on Energy Management and Power Delivery (EMPD'98), Singapore, Singapore, .
Huang, K. Y. ; Yang, H. T. ; Liao, C. C. ; Huang, Ching Lien. / Fuzzy dynamic programming for robust direct load control. 論文發表於 Proceedings of the 1998 2nd International Conference on Energy Management and Power Delivery (EMPD'98), Singapore, Singapore, .6 p.
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Huang, KY, Yang, HT, Liao, CC & Huang, CL 1998, 'Fuzzy dynamic programming for robust direct load control', 論文發表於 Proceedings of the 1998 2nd International Conference on Energy Management and Power Delivery (EMPD'98), Singapore, Singapore, 98-03-03 - 98-03-05 頁 564-569.

Fuzzy dynamic programming for robust direct load control. / Huang, K. Y.; Yang, H. T.; Liao, C. C.; Huang, Ching Lien.

1998. 564-569 論文發表於 Proceedings of the 1998 2nd International Conference on Energy Management and Power Delivery (EMPD'98), Singapore, Singapore, .

研究成果: Paper

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N2 - 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.

AB - 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.

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Huang KY, Yang HT, Liao CC, Huang CL. Fuzzy dynamic programming for robust direct load control. 1998. 論文發表於 Proceedings of the 1998 2nd International Conference on Energy Management and Power Delivery (EMPD'98), Singapore, Singapore, .