A semantic model-based fault detection approach for building energy systems

Artificial intelligence-based fault detection and diagnosis methods for building energy systems: Advantages, challenges and the future

Yang Zhao, Tingting Li, Xuejun Zhang et al. · Renewable and Sustainable Energy Reviews · 2019 · 582 citations

Computing, Building Science, Computer Science +16

Fault detection and diagnosis for buildings and HVAC systems using combined neural networks and subtractive clustering analysis

Zhimin Du, Bo Fan, Xinqiao Jin et al. · Building and Environment · 2013 · 300 citations

Architecture, Building Science, Computer Science +17

Pattern recognition-based chillers fault detection method using Support Vector Data Description (SVDD)

Yang Zhao, Shengwei Wang, Fu Xiao · Applied Energy · 2013 · 271 citations

Computing, Computer Engineering, Electrical Engineering +16

Brick : Metadata schema for portable smart building applications

Bharathan Balaji, Arka Bhattacharya, Jingkun Gao et al. · Applied Energy · 2018 · 267 citations · Full text

Computing, Architectural Engineering, Information Systems +14

Modeling of HVAC operational faults in building performance simulation

Rongpeng Zhang, Tianzhen Hong · Applied Energy · 2017 · 166 citations · Full text

Architecture, Architectural Engineering, Building Science +14