A semi-supervised approach to fault detection and diagnosis for building HVAC systems based on the modified generative adversarial network
Bingxu Li, Fanyong Cheng, Hui Cai, Xin Zhang, Wenjian Cai
Topics & Concepts
DiscriminatorComputer scienceHVACArtificial intelligenceClassifier (UML)Machine learningLeverage (statistics)Scheme (mathematics)Data miningReliability (semiconductor)Generative adversarial networkPattern recognition (psychology)Deep learningEngineeringAir conditioningMathematicsDetectorPhysicsQuantum mechanicsMechanical engineeringTelecommunicationsPower (physics)Mathematical analysisBuilding Energy and Comfort OptimizationIndustrial Vision Systems and Defect DetectionCurrency Recognition and Detection