Huihui Gao

Class-imbalanced domain generalization fault diagnosis for chiller based on simulation data

2025 · Science and Technology for the Built Environment

Domain generalization for chiller fault diagnosis requires balanced data, but automatic shutdowns cause fault data scarcity and class imbalance. We propose a simulation-based method that integrates simulated and real data to address this issue. First, …