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Data-driven fault detection and diagnosis for packaged rooftop units using statistical machine learning classification methods

Amir Ebrahimifakhar, Adel Kabirikopaei, David P. Yuill

2020Energy and Buildings67 citationsDOI

Topics & Concepts

Support vector machineArtificial intelligenceClassifier (UML)Linear discriminant analysisFault detection and isolationComputer sciencePattern recognition (psychology)Machine learningData miningOne-class classificationActuatorAnomaly Detection Techniques and ApplicationsInfrastructure Maintenance and MonitoringIndustrial Vision Systems and Defect Detection
Data-driven fault detection and diagnosis for packaged rooftop units using statistical machine learning classification methods | Litcius