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author:

Chen, F. (Chen, F..) [1] (Scholars:陈飞雄) | Guo, Y. (Guo, Y..) [2] | Shao, Z. (Shao, Z..) [3] (Scholars:邵振国) | Cai, M. (Cai, M..) [4] | Lin, W. (Lin, W..) [5] | Li, Y. (Li, Y..) [6]

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EI Scopus

Abstract:

Affected by the large error in the day-ahead prediction of source and load, the multi-energy microgrid has the problems that the change range of the optimal dispatching scheme is wide, and has no sufficient margin for uncertainty. To solve these problems, an affine optimal dispatching method of multi-energy microgrid based on model predictive control is proposed. Firstly, the prediction information is updated continuously to ensure the accuracy of the source and load prediction. On this basis, the affine arithmetic is used to characterize the uncertainty of source and load prediction. Secondly, an affine optimal dispatching model is embedded in the rolling optimization and the affine optimal dispatching model is solved in each rolling optimization. Finally, the simulative results verify that the proposed method can effectively reduce the conservativeness of the optimal dispatching scheme and improve the ability to deal with uncertainty. © 2024 Electric Power Automation Equipment Press. All rights reserved.

Keyword:

affine arithmetic intra-day dispatch model predictive control multi-energy microgrid source and load uncertainty

Community:

  • [ 1 ] [Chen F.]Fujian Smart Electrical Engineering Technology Research Center, College of Electrical Engineering and Automation, Fuzhou University, Fuzhou, 350108, China
  • [ 2 ] [Guo Y.]Fujian Smart Electrical Engineering Technology Research Center, College of Electrical Engineering and Automation, Fuzhou University, Fuzhou, 350108, China
  • [ 3 ] [Shao Z.]Fujian Smart Electrical Engineering Technology Research Center, College of Electrical Engineering and Automation, Fuzhou University, Fuzhou, 350108, China
  • [ 4 ] [Cai M.]Fujian Smart Electrical Engineering Technology Research Center, College of Electrical Engineering and Automation, Fuzhou University, Fuzhou, 350108, China
  • [ 5 ] [Lin W.]Fujian Smart Electrical Engineering Technology Research Center, College of Electrical Engineering and Automation, Fuzhou University, Fuzhou, 350108, China
  • [ 6 ] [Li Y.]Fujian Smart Electrical Engineering Technology Research Center, College of Electrical Engineering and Automation, Fuzhou University, Fuzhou, 350108, China

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Source :

Electric Power Automation Equipment

ISSN: 1006-6047

Year: 2024

Issue: 9

Volume: 44

Page: 24-31and48

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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