Publications
Publications By Research Area
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. DOI
2017
Wen, John T., Sandipan Mishra, Marco Pritoni, and David M. Auslander."Operating Systems for Small/Medium Commercial Buildings."Intelligent Building Control Systems
(2017) 45 - 69. DOI
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).
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."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).
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).