Design of machine learning models with domain experts for automated sensor selection for energy fault detection

Design of machine learning models with domain experts for automated sensor selection for energy fault detection

TitleDesign of machine learning models with domain experts for automated sensor selection for energy fault detection
Publication TypeJournal Article
Year of Publication2019
AuthorsR. L Hu, Jessica Granderson, David M Auslander, Alice M Agogino
JournalApplied Energy
Volume235
Pagination117 - 128
Date Published02/2019
ISSN03062619
Keywordsanomaly detection, Domain knowledge, energy efficiency, energy savings, fault detection, Machine learning, time series
DOI10.1016/j.apenergy.2018.10.107
Short TitleApplied Energy