DocumentCode
892942
Title
A model reference adaptive control strategy for interruptible load management
Author
Huang, Kun-Yuan ; Chin, Hong-Chan ; Huang, Yann-Chang
Author_Institution
Dept. of Electr. Eng., Cheng Shiu Univ., Kaohsiung, Taiwan
Volume
19
Issue
1
fYear
2004
Firstpage
683
Lastpage
689
Abstract
This paper presents a model reference adaptive control (MRAC) strategy for interruptible load management (ILM). The proposed MRAC strategy consists of fuzzy dynamic programming (FDP) and priority-based heuristics inference rule (PBHIR) to offer a flexible solution and a real-time adjusting scheme for the ILM problem. The customers´ requirements can be dealt with by the fuzzy variables, and the optimal or near optimal schedule of interrupted load can be acquired through DP search scheme. Additionally, a PBHIR is further employed as a regulator for the MRAC to modulate the schedule of the interrupted load in real time. The influences of the load variations and forecasting errors on the outputs of the FDP can be eliminated by the MRAC. The proposed MRAC strategy is tested practically on the Dar-Gun substation in Taiwan power (Taipower) system. The test results demonstrate the feasibility and effectiveness of applying the proposed method to the ILM problem.
Keywords
dynamic programming; fuzzy set theory; inference mechanisms; load management; model reference adaptive control systems; optimal systems; power system control; power system faults; power system reliability; real-time systems; robust control; Dar-Gun substation; Taiwan power substation; dynamic programming search scheme; fuzzy dynamic programming; interruptible load management; model reference adaptive control; priority-based heuristics inference rule; real-time adjusting scheme; robust control; Adaptive control; Costs; Dynamic programming; Job shop scheduling; Load forecasting; Load management; Optimal scheduling; Power transmission lines; Regulators; Substations;
fLanguage
English
Journal_Title
Power Systems, IEEE Transactions on
Publisher
ieee
ISSN
0885-8950
Type
jour
DOI
10.1109/TPWRS.2003.821444
Filename
1266629
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