Impacts of data uncertainty on the performance of data-driven-based building fault diagnosis
Impacts of data uncertainty on the performance of data-driven-based building fault diagnosis
Xin Li,Jiangyan Liu,4 Authors,L. Mou
2021 · DOI: 10.1016/J.JOBE.2021.103153
44 Citations
TLDR
Investigation of the impacts of data uncertainty on data-driven-based building FDD model from two levels shows the data uncertainties cause greater effects on diagnosing global fault rather than diagnosing local fault.