Stochastic Maintenance Schedules of Active Distribution Networks Based on Monte-Carlo Tree Search

The integration of volatile distributed energy resources (DERs) brings new challenges for the active distribution network maintenance scheduling (DN-MS). Conventionally, the DN-MS is formulated as a deterministic optimization model without considering the uncertainties of DERs. In this paper, the DN...

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Veröffentlicht in:	IEEE transactions on power systems Jg. 35; H. 5; S. 3940 - 3952
Hauptverfasser:	Shang, Yuwei, Wu, Wenchuan, Liao, Jiawei, Guo, Jianbo, Su, Jian, Liu, Wei, Huang, Yu
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.09.2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Computational modeling Computer simulation Constraints distributed generation Distribution network electric vehicles Energy sources Heuristic methods maintenance Maintenance costs Maintenance engineering Maintenance management Mathematical analysis Mixed integer Monte Carlo simulation Monte-Carlo tree search Network reliability Nonlinear programming Optimization Power system reliability Reliability Schedules Searching Stochastic processes Switches Uncertainty
ISSN:	0885-8950, 1558-0679
Online-Zugang:	Volltext
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