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Author

Yigang Lou

2 papers indexed here

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#graph neural networks Conference Sep 2026

Graph neural network-based predictive maintenance algorithm for safe operation of dust removal systems in coal-fired power plants

A novel Graph Neural Network–based Predictive Maintenance (GNN-PdM) algorithm designed to model the spatiotemporal dependencies within dust removal systems for proactive fault prediction and safety optimization is presented.

Xun-Qing Xu, Lei Dong, Yigang Lou et al. · 0 citations
#reinforcement learning Conference Sep 2026

Reinforcement learning-based intelligent control algorithm for energy-efficient and emission-aware optimization in industrial power systems

This paper proposes a novel Reinforcement Learning–Based Intelligent Control (RL-IC) algorithm for energy-efficient and emission-aware optimization in industrial power systems. Unlike conventional rule-based or model-predictive controllers that rely on fixed dynamics, RL-IC employs a hierarchical dual-objective learnin...

Jian-Feng Zhong, Yigang Lou, Jiang-Sen Fei et al. · 0 citations

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