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Unsupervised domain adaptation for HVAC fault diagnosis using contrastive adaptation network

Naghmeh Ghalamsiah, Jin Wen, K.Selcuk Candan, Teresa Wu, Zheng O’Neill, Asra Aghaei

2025Energy and Buildings14 citationsDOI

Topics & Concepts

Adaptation (eye)HVACComputer scienceDomain adaptationDomain (mathematical analysis)Fault (geology)Climate change adaptationArtificial intelligenceEngineeringPsychologyNeuroscienceGeologyClimate changeEcologySeismologyBiologyMathematicsClassifier (UML)Air conditioningMathematical analysisMechanical engineeringAnomaly Detection Techniques and ApplicationsElevator Systems and ControlInfrastructure Maintenance and Monitoring