Ancillary service to the grid through control of fans in commercial building HVAC systems

H Hao, Y Lin, AS Kowli, P Barooah… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
The thermal storage potential in commercial buildings is an enormous resource for providing
various ancillary services to the grid. In this paper, we show how fans in Heating, Ventilation …

Model predictive control for HVAC systems—A review

R Kwadzogah, M Zhou, S Li - 2013 IEEE International …, 2013 - ieeexplore.ieee.org
The world faces an energy problem. Oil supply is gradually running out. Its use is polluting
the planet with greenhouse gas. Most alternative energy sources also pose some …

Structure-preserving model reduction of nonlinear building thermal models

K Deng, S Goyal, P Barooah, PG Mehta - Automatica, 2014 - Elsevier
This paper proposes an aggregation-based model reduction method for nonlinear models of
multi-zone building thermal dynamics. The full-order model, which is already a lumped …

Modelling and disturbance estimation for model predictive control in building heating systems

E O'Dwyer, L De Tommasi, K Kouramas… - Energy and …, 2016 - Elsevier
As research in the area of model predictive control (MPC) for building energy systems
intensifies, appropriate methods are required to model a building's thermodynamic …

Decentralized temperature control via HVAC systems in energy efficient buildings: An approximate solution procedure

X Zhang, W Shi, X Li, B Yan… - 2016 IEEE Global …, 2016 - ieeexplore.ieee.org
This paper presents a real-time decentralized temperature control scheme via Heating
Ventilation and Air Conditioning (HVAC) systems for energy efficient buildings, which …

Decentralized predictive thermal control for buildings

V Chandan, AG Alleyne - Journal of Process Control, 2014 - Elsevier
This paper studies the problem of decentralized control design for thermal control in
buildings, to achieve a satisfactory trade-off between underlying performance and …

Learning in mean-field games

H Yin, PG Mehta, SP Meyn… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
The purpose of this paper is to show how insight obtained from a mean-field model can be
used to create an architecture for approximate dynamic programming (ADP) for a certain …