Litcius/Paper detail

Interpretation of convolutional neural network-based building HVAC fault diagnosis model using improved layer-wise relevance propagation

Guannan Li, Luhan Wang, Limei Shen, Liang Chen, Heng-Da Cheng, Chengliang Xu, Fan Li

2023Energy and Buildings66 citationsDOI

Topics & Concepts

HVACComputer scienceConvolutional neural networkBackpropagationRelevance (law)Artificial intelligenceFault (geology)Artificial neural networkFeature (linguistics)Machine learningProcess (computing)Feature engineeringData miningDeep learningEngineeringAir conditioningLawGeologyPhilosophySeismologyPolitical scienceOperating systemLinguisticsMechanical engineeringBuilding Energy and Comfort OptimizationInfrastructure Maintenance and MonitoringIndustrial Vision Systems and Defect Detection
Interpretation of convolutional neural network-based building HVAC fault diagnosis model using improved layer-wise relevance propagation | Litcius