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Author

Chun-Yu Luo

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Open access Oct 2026

Development of an intelligent IoT-based framework for boiler water quality monitoring and early warning using statistical process control and machine learning

Boiler water quality directly influences the efficiency, reliability and service life of industrial steam generation systems, and inadequate monitoring can cause scaling, corrosion, reduced heat transfer efficiency and unplanned shutdowns. This study presents an intelligent Internet of Things (IoT)-based framework fo...

Jing-Bo Zhao, H. Xia, Yan-Cui Li et al. · 0 citations
#machine learning Preprint Oct 2026

Drift, Then Spread: Learning One-Step Generative Policies for Online Reinforcement Learning

Generative policies offer expressive action distributions for online reinforcement learning (RL), but many diffusion- and flow-based policies require costly iterative sampling. We propose DriftSpread, a one-step generative policy based on Drifting for online maximum-entropy (MaxEnt) RL. To incorporate entropy without a...

Chun-Yu Luo, Hong-Yu Zhao, Guang-Yi Ni et al. · 0 citations

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