David M Auslander
Publications
Viewing 11 of 11 publications
2019
, , , and . "Design of machine learning models with domain experts for automated sensor selection for energy fault detection." Applied Energy 235 (2019) 117–128.
2017
, and . "Operating Systems for Small/Medium Commercial Buildings." Intelligent Building Control Systems. Ed. and . Cham: Springer International Publishing, 2017. 45–69.
2012
, , , , and . "Application of machine learning in the fault diagnostics of air handling units." Applied Energy 96 (2012) 347–358.
, , , , , , and . Demand Response as a System Reliability Resource. 2012.
2015
, , , , and . "Extremum Seeking Control of Smart Inverters for VAR Compensation." Power & Energy Society General Meeting, IEEE. 2015.
2002
, , , , and . "Modeling Transient Contaminant Transport in HVAC Systems and Buildings." Indoor Air 2002, June 30 - July 5, 2002. Monterey, California, 2002. 217–222.
2008
, , , and . "Fault Diagnostics and Supervised Testing: How Fault Diagnostic tools can be Proactive?." Eleventh International Conference on Intelligent Systems and Controls 2008.
, , , and . "Application of Machine Learning in Fault Diagnostics of Mechanical Systems." International Conference on Modeling, Simulation and Control 2008.
, , , and . "Overcoming the Complexity of Diagnostic Problems due to Sensor Network Architecture." Eleventh International Conference on Intelligent Systems and Controls 2008.
2010
, , , , and . "Modeling and Measurement Constraints in Fault Diagnostics for HVAC Systems." ASME Journal of Dynamic Systems, Measurement, and Controls (2010).
, , , and . "A Statistical Pattern Analysis Framework for Rooftop Unit Diagnostics." International Journal of Heating, Ventilating, Air-Conditioning and Refrigeration Research (2010).