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An Energy Management Strategy for Virtual Power Plants Integrating EVs Behaviour Analysis Based on T...

An Energy Management Strategy for Virtual Power Plants Integrating EVs Behaviour Analysis Based on T...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_crossref_primary_10_1049_rpg2_70048

An Energy Management Strategy for Virtual Power Plants Integrating EVs Behaviour Analysis Based on TD3 and DQN

About this item

Full title

An Energy Management Strategy for Virtual Power Plants Integrating EVs Behaviour Analysis Based on TD3 and DQN

Author / Creator

Journal title

IET renewable power generation, 2025-01, Vol.19 (1)

Language

English

Formats

More information

Scope and Contents

Contents

An efficient energy management plays a crucial role in enhancing the operational efficiency of distributed energy systems (DERs) and virtual power plants (VPPs). However, existing optimization methods face persistent challenges in coordinating dynamic EV behaviours. High‐dimensional state spaces and stochastic demand fluctuations lead to suboptimal...

Alternative Titles

Full title

An Energy Management Strategy for Virtual Power Plants Integrating EVs Behaviour Analysis Based on TD3 and DQN

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_crossref_primary_10_1049_rpg2_70048

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_crossref_primary_10_1049_rpg2_70048

Other Identifiers

ISSN

1752-1416

E-ISSN

1752-1424

DOI

10.1049/rpg2.70048

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