Interval Constrained Multi-Objective Optimization Scheduling Method for Island-Integrated Energy Systems Based on Meta-Learning and Enhanced Proximal Policy Optimization

Multiple uncertainties from source–load and energy conversion significantly impact the real-time dispatch of an island integrated energy system (IIES). This paper addresses the day-ahead scheduling problems of IIES under these conditions, aiming to minimize daily economic costs and maximize the outp...

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Bibliographic Details
Published in:	Electronics (Basel) Vol. 13; no. 17; p. 3579
Main Authors:	Jia, Dongbao, Cao, Ming, Sun, Jing, Wang, Feimeng, Xu, Wei, Wang, Yichen
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.09.2024
Subjects:	Accuracy Alternative energy sources Constraints Cooling Costs Decomposition Economic impact Efficiency Electricity Energy conversion Energy resources Evolutionary algorithms Fuzzy sets Genetic algorithms Integrated energy systems Learning Multiple objective analysis Optimization Pareto optimization Planning Real time Renewable resources Scheduling Systems stability Uncertainty Wave power Wind power
ISSN:	2079-9292, 2079-9292
Online Access:	Get full text
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