Publications

X Author: David M. Auslander

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

2015

Arnold, Daniel, Matias Negrete-Pincetic, Emma M. Stewart, David M. Auslander, and Duncan S. Callaway."Extremum Seeking Control of Smart Inverters for VAR Compensation."Power & Energy Society General Meeting, IEEE (2015).

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."Public Interest Energy Research (PIER) Program (2012).
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. 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).

2002

Federspiel, Clifford C., Huilin Li, David M. Auslander, David M. Lorenzetti, and Ashok J. Gadgil."Modeling Transient Contaminant Transport in HVAC Systems and Buildings."Indoor Air 2002, June 30 - July 5, 2002 (2002) 217-222.