%0 Journal Article %K Energy management %K Fault detection and diagnosis %K HVAC systems %K Bayesian network %K Air handling unit %K Machine learning %A Massieh Najafi %A David M Auslander %A Peter L Bartlett %A Philip Haves %A Michael D Sohn %B Applied Energy %D 2012 %G eng %P 347 - 358 %R 10.1016/j.apenergy.2012.02.049 %T Application of machine learning in the fault diagnostics of air handling units %V 96 %8 08/2012 %! Applied Energy