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Fault diagnosis method for building VRF system based on convolutional neural network: Considering system defrosting process and sensor fault coupling

Zhenxin Zhou, Guannan Li, Huanxin Chen, Hanlu Zhong

2021Building and Environment48 citationsDOI

Topics & Concepts

Convolutional neural networkFault (geology)Fault detection and isolationArtificial neural networkDefrostingComputer sciencePerceptronReal-time computingDecoupling (probability)Process (computing)EngineeringArtificial intelligenceControl engineeringAir conditioningSeismologyOperating systemGeologyActuatorMechanical engineeringBuilding Energy and Comfort OptimizationSmart Grid Energy ManagementRefrigeration and Air Conditioning Technologies
Fault diagnosis method for building VRF system based on convolutional neural network: Considering system defrosting process and sensor fault coupling | Litcius