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Tony Kelman

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Ph.D. candidate
Department of Mechanical Engineering
2169 Etcheverry Hall
University of California
Berkeley, CA 94720-1740
Voice: 510-859-4678
email: kelman@berkeley.edu


Education

2009.8-                 Dept. of Mechanical Engineering, UC Berkeley, Ph.D.

2003.9-2007.6       Dept. of Mechanical Engineering, California Institute of Technology, BSME.


Research Interests

My research interests are in applying MPC to building energy efficiency and HVAC projects. See project site at: Predictive Networked Building Control


Publications

Technical Reports


Authors Title Number Year Request a Draft Copy

Refereed papers in professional journals

Authors Title Journal Year Request a Draft Copy
S. Bengea, A. Kelman, F. Borrelli, R. Taylor, and S. Narayanan Implementation of model predictive control for an HVAC system in a mid-size commercial building HVAC&R Research 2014
A. Kelman, Y. Ma, and F. Borrelli Analysis of Local Optima in Predictive Control for Energy Efficient Buildings   Journal of Building Performance Simulation 2012  pdf
Y. Ma, A. Kelman, A. Daly, and F. Borrelli Predictive Control for Energy Efficient Buildings with Thermal Storage IEEE Control System Magazine 2011 pdf

Refereed papers in Conference proceedings

 
Authors Title Conference Year Request a Draft Copy
A. Kelman, J. Kong, S. Vichik, K. Chiang, and F. Borrelli BLOM: The Berkeley Library for Optimization Modeling and Nonlinear Model Predictive Control American Control Conference 2014  pdf
S. Bengea, P. Li, S. Sarkar, S. Vichik, V. Adetola, K. Kang, T. Lovett, F. Leonardi, and A. Kelman
 Model Predictive Control and Fault Detection and Diagnostics of a Building Heating, Ventilation, and Air Conditioning System
 International High Performance Buildings Conference 2014
A. Kelman, F. Borrelli Parallel Nonlinear Predictive Control Allerton Conference on Communication, Control, and Computing 2012
S. Bengea, A. Kelman, F. Borrelli, R. Taylor, and S. Narayanan Model predictive control for mid-size commercial building HVAC Conference on Building Energy and Environment 2012
A. Kelman, Y. Ma, and F. Borrelli Analysis of Local Optima in Predictive Control for Energy Efficient Buildings   Conference on Decision and Control 2011  pdf
A. Kelman, F. Borrelli Bilinear Model Predictive Control of a HVAC System Using Sequential Quadratic Programming 18th IFAC World Congress   2011 pdf
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