Optimisation strategy of off-grid wind and solar hydrogen production system based on reinforcement learning

Off-grid wind and solar hydrogen technology are large-scale development of renewable energy and achieve low-carbon operation. This article studies the evaluation of the economy of systems using the lowest economic indicator of penalty costs for wind and solar curtailment. Finally, reinforcement learning algorithms are used to solve the optimal optimisation model of systems. The calculation example shows that the proposed optimisation strategy can greatly reduce wind and light waste and improve the overall economic of the system.

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Publication Details

Published
2024-09-27
DOI
https://doi.org/10.1109/icepg63230.2024.10775476
Citations
2
Primary Topic
Power Systems and Renewable Energy
Type
article
Field-Weighted Citation Impact
0.34
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article

Optimisation strategy of off-grid wind and solar hydrogen production system based on reinforcement learning

Xiaoliang Zhang
2 citations
Power Systems and Renewable Energy
0.34
article

Optimisation strategy of off-grid wind and solar hydrogen production system based on reinforcement learning

Xiaoliang Zhang
article en
2 citations

Abstract

Off-grid wind and solar hydrogen technology are large-scale development of renewable energy and achieve low-carbon operation. This article studies the evaluation of the economy of systems using the lowest economic indicator of penalty costs for wind and solar curtailment. Finally, reinforcement learning algorithms are used to solve the optimal optimisation model of systems. The calculation example shows that the proposed optimisation strategy can greatly reduce wind and light waste and improve the overall economic of the system.

China Datang Corporation (China) (CN)
Affordable and clean energy
Openalex Percentile: Top 33%
Power Systems and Renewable Energy
0.34
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