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Open access Aug 2026

Multi objective operation optimization method for flexible resources in industrial parks considering multiple uncertainties of source and load

With the large-scale integration of distributed renewable energy and the increasing volatility of electric and gas loads, traditional deterministic models struggle to accurately characterize the dynamic response behavior of park-level energy systems. To address this issue, this paper proposes a multi-objective operatio...

W. Liu, Z. Song, L. Li et al. · 0 citations
Review Open access Aug 2026

Machine-Learning-Based Intelligent Safety Risk Early Warning for Live-Line Work in Distribution Networks

An early-warning framework that combines rule constraints, machine-learning estimation, probability calibration, graded response, and feedback-based updating is proposed that is intended to support earlier intervention while retaining the authority of safety codes and the decision responsibility of on-site personnel.

Y.-F. Zhou, J. Shao, Chang-Xian Bai et al. · 0 citations

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