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Dinh Anh Tuan Tran

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Open access Aug 2026

Multi-Objective Optimized Machine Learning for Early Fault Detection in Water-Cooled Chillers

A hybrid optimization-based FDD framework for early fault diagnosis in water-cooled chillers is proposed, integrating the Non-Dominated Sorting Genetic Algorithm III with Local Search (NSGA-III-LS) and the M5 Prime regression model for hyperparameter tuning and nonlinear operational modeling.

Thanh Duc Nguyen, Dinh Anh Tuan Tran · 0 citations

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