Publications

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2019
Hu, R. L, Jessica Granderson, David M Auslander, and Alice M Agogino. "Design of machine learning models with domain experts for automated sensor selection for energy fault detection." Applied Energy 235 (2019) 117 - 128.

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2017
Pritoni, Marco, and David M Auslander. "Operating Systems for Small/Medium Commercial Buildings." Intelligent Building Control Systems. Ed. Wen, John T and Sandipan Mishra. Cham: Springer International Publishing, 2017. 45 - 69.
2012
Eto, Joseph H, Nancy J Lewis, David S Watson, Sila Kiliccote, David M Auslander, Igor Paprotny, and Yuri V Makarov. Demand Response as a System Reliability Resource. 2012. LBNL-6081E.

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2010
Najafi, Massieh, David M Auslander, Peter L Bartlett, Philip Haves, and Michael D Sohn. "Modeling and Measurement Constraints in Fault Diagnostics for HVAC Systems." ASME Journal of Dynamic Systems, Measurement, and Controls (2010).

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Najafi, Massieh, David M Auslander, Philip Haves, and Michael D Sohn. "A Statistical Pattern Analysis Framework for Rooftop Unit Diagnostics." International Journal of Heating, Ventilating, Air-Conditioning and Refrigeration Research (2010).
2008
Najafi, Massieh, David M Auslander, Peter L Bartlett, and Philip Haves. "Application of Machine Learning in Fault Diagnostics of Mechanical Systems." International Conference on Modeling, Simulation and Control 2008.
Najafi, Massieh, David M Auslander, Peter L Bartlett, and Philip Haves. "Fault Diagnostics and Supervised Testing: How Fault Diagnostic tools can be Proactive?." Eleventh International Conference on Intelligent Systems and Controls 2008.
Najafi, Massieh, David M Auslander, Peter L Bartlett, and Philip Haves. "Overcoming the Complexity of Diagnostic Problems due to Sensor Network Architecture." Eleventh International Conference on Intelligent Systems and Controls 2008.