Publications
X Author: Massieh Najafi
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).
2007
Haves, Philip, Moosung Kim, Massieh Najafi, and Peng Xu."A Semi-automated Commissioning Tool for VAV Air Handling Units: Functional Test Analyzer."ASHRAE Transactions
113.Pt. 1 (2007) 380-391.