Publications
Publications by Research Area
Publications by Division
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, 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).
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).
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.