Integrated DDPG-PSO energy management systems for enhanced battery cycling and efficient grid utilization

Integrated DDPG-PSO energy management systems for enhanced battery cycling and efficient grid utilization

Effective energy management is crucial in hybrid energy systems for optimal resource utilization and cost savings. This study integrates Deep Deterministic Policy Gradient (DDPG) with Particle Swarm Optimization (PSO) to enhance exploration and exploitation in the optimization process, aiming to imp...

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Bibliographic Details
Main Authors: Oladimeji Ibrahim, Mohd Junaidi Abdul Aziz, Razman Ayop, Wen Yao Low, Nor Zaihar Yahaya, Ahmed Tijjani Dahiru, Temitope Ibrahim Amosa, Shehu Lukman Ayinla
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Energy Nexus
Subjects:
Hybrid energy
Particle swarm optimization
Energy management system
Policy gradient
Grid efficiency
Battery scheduling
Online Access:http://www.sciencedirect.com/science/article/pii/S2772427125000890
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