Fault detection and diagnosis

Chen, Yimin, Jin Wen, and James Lo. "Using Weather and Schedule based Pattern Matching and Feature based PCA for Whole Building Fault Detection — Part I Development of the Method." ASME Journal of Engineering for Sustainable Buildings and Cities 3 (2022).

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Frank, Stephen, Guanjing Lin, Xin Jin, Rupam Singla, Amanda Farthing, and Jessica Granderson. "A performance evaluation framework for building fault detection and diagnosis algorithms." Energy and Buildings 192 (2019) 84–92.

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Najafi, Massieh, David M Auslander, Peter L Bartlett, Philip Haves, and Michael D Sohn. "Application of machine learning in the fault diagnostics of air handling units." Applied Energy 96 (2012) 347–358.

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Bonvini, Marco, Michael D Sohn, Jessica Granderson, Michael Wetter, and Mary Ann Piette. "Robust on-line fault detection diagnosis for HVAC components based on nonlinear state estimation techniques." Applied Energy 124 (2014) 156–166.

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Haves, Philip, Craig P Wray, David A Jump, Daniel Veronica, and Christopher Farley. Development of Diagnostic and Measurement and Verification Tools for Commercial Buildings. California Energy Commission, 2014.