Supervisory and optimal control of building HVAC systems: A review
HVAC systems are the major energy consumers in buildings. Operation and control of HVAC
systems have significant impacts on the energy or cost efficiency of buildings besides their …
systems have significant impacts on the energy or cost efficiency of buildings besides their …
Advanced control strategies for heating, ventilation, air-conditioning, and refrigeration systems—An overview: Part I: Hard control
A chronological overview of the advanced control strategies for heating, ventilation, air-
conditioning, and refrigeration (HVAC&R) is presented in this article. The overview focuses …
conditioning, and refrigeration (HVAC&R) is presented in this article. The overview focuses …
Evaluation of optimal control for active and passive building thermal storage
GP Henze, C Felsmann, G Knabe - International Journal of Thermal …, 2004 - Elsevier
Cooling of commercial buildings contributes significantly to the peak demand placed on an
electrical utility grid. Time-of-use electricity rates encourage shifting of electrical loads to off …
electrical utility grid. Time-of-use electricity rates encourage shifting of electrical loads to off …
Simplified building model for transient thermal performance estimation using GA-based parameter identification
S Wang, X Xu - International journal of thermal sciences, 2006 - Elsevier
Building simple and effective models are essential to many applications, such as building
performance diagnosis and optimal control. Detailed physical models are time consuming …
performance diagnosis and optimal control. Detailed physical models are time consuming …
Model-based optimal control of VAV air-conditioning system using genetic algorithm
S Wang, X Jin - Building and Environment, 2000 - Elsevier
A control strategy using a system approach based on predicting the responses of overall
system environment and energy performance to the changes of control settings of VAV air …
system environment and energy performance to the changes of control settings of VAV air …
Parameter estimation of internal thermal mass of building dynamic models using genetic algorithm
S Wang, X Xu - Energy conversion and management, 2006 - Elsevier
Building thermal transfer models are essential to predict transient cooling or heating
requirements for performance monitoring, diagnosis and control strategy analysis. Detailed …
requirements for performance monitoring, diagnosis and control strategy analysis. Detailed …
Optimization of HVAC control system strategy using two-objective genetic algorithm
Intelligent building technology for building operation, called the optimization process, is
developed and validated in this paper. The optimization process using a multi-objective …
developed and validated in this paper. The optimization process using a multi-objective …
A practical artificial intelligence-based approach for predictive control in commercial and institutional buildings
N Cotrufo, E Saloux, JM Hardy, JA Candanedo… - Energy and …, 2020 - Elsevier
This paper presents a methodology for the development and implementation of Model
Predictive Control (MPC) in institutional buildings. This methodology relies on Artificial …
Predictive Control (MPC) in institutional buildings. This methodology relies on Artificial …
Optimal control of an HVAC system using cold storage and building thermal capacitance
M Kintner-Meyer, AF Emery - Energy and buildings, 1995 - Elsevier
This paper presents a comprehensive analysis on the optimal control protocol to minimize
the daily operating cost of an air-conditioning system in a 33 600 m2 office building. The …
the daily operating cost of an air-conditioning system in a 33 600 m2 office building. The …
Application of functional link neural network to HVAC thermal dynamic system identification
J Teeter, MY Chow - IEEE Transactions on Industrial …, 1998 - ieeexplore.ieee.org
Recent efforts to incorporate aspects of artificial intelligence into the design and operation of
automatic control systems have focused attention on techniques such as fuzzy logic, artificial …
automatic control systems have focused attention on techniques such as fuzzy logic, artificial …