Enhanced-Dueling Deep Q-Network for Trustworthy Physical Security of Electric Power Substations

Enhanced-Dueling Deep Q-Network for Trustworthy Physical Security of Electric Power Substations

This paper introduces an Enhanced-Dueling Deep Q-Network (EDDQN) specifically designed to bolster the physical security of electric power substations. We model the intricate substation security challenge as a Markov Decision Process (MDP), segmenting the facility into three zones, each with potentia...

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Bibliographic Details
Main Authors: Nawaraj Kumar Mahato, Junfeng Yang, Jiaxuan Yang, Gangjun Gong, Jianhong Hao, Jing Sun, Jinlu Liu
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Energies
Subjects:
electric power substation physical security
Markov Decision Process
Enhanced-Dueling Deep Q-Network
threat prevention
Online Access:https://www.mdpi.com/1996-1073/18/12/3194
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