Litcius/Paper detail

Improving training efficiency for scalable automated fault detection and diagnosis in chilled water plants by transfer learning

Shohei Miyata, Yasuhiro Kuwahara, Shoko Tsunemoto, Katsuhiko Tanaka, Yasunori Akashi

2023Energy and Buildings20 citationsDOI

Topics & Concepts

Convolutional neural networkTransfer of learningScalabilityComputer scienceFault (geology)ComputationArtificial intelligenceDeep learningArtificial neural networkTraining (meteorology)Chilled waterMachine learningAir conditioningEngineeringAlgorithmMeteorologySeismologyDatabaseGeologyPhysicsMechanical engineeringWater Systems and OptimizationFault Detection and Control SystemsBuilding Energy and Comfort Optimization
Improving training efficiency for scalable automated fault detection and diagnosis in chilled water plants by transfer learning | Litcius