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Imbalanced data based fault diagnosis of the chiller via integrating a new resampling technique with an improved ensemble extreme learning machine

Hanyuan Zhang, Wenxin Yang, Weilin Yi, Jit Bing Lim, Zenghui An, Chengdong Li

2023Journal of Building Engineering83 citationsDOI

Topics & Concepts

Extreme learning machineChiller boiler systemComputer scienceResamplingBenchmark (surveying)Machine learningSnapshot (computer storage)Ensemble learningFault detection and isolationArtificial intelligenceData miningWater chillerEngineeringArtificial neural networkGeodesyRefrigerantMechanical engineeringGeographyOperating systemGas compressorActuatorMachine Learning and ELMPhase Change Materials ResearchElevator Systems and Control
Imbalanced data based fault diagnosis of the chiller via integrating a new resampling technique with an improved ensemble extreme learning machine | Litcius