State of the art review on model predictive control (MPC) in Heating Ventilation and Air-conditioning (HVAC) field
Y Yao, DK Shekhar - Building and Environment, 2021 - Elsevier
Building systems are subject of dynamic system that have a general feature of non-linearity
and in turn, present us with different challenges for its optimized control of energy-saving …
and in turn, present us with different challenges for its optimized control of energy-saving …
Model predictive control of heating, ventilation, and air conditioning (HVAC) systems: A state-of-the-art review
Due to the fast advancement of communication and information technology, intelligent
buildings have garnered great interest. These buildings can forecast weather, ambient …
buildings have garnered great interest. These buildings can forecast weather, ambient …
Model predictive control (MPC) for enhancing building and HVAC system energy efficiency: Problem formulation, applications and opportunities
In the last few years, the application of Model Predictive Control (MPC) for energy
management in buildings has received significant attention from the research community …
management in buildings has received significant attention from the research community …
Model predictive control with adaptive machine-learning-based model for building energy efficiency and comfort optimization
A model predictive control system with adaptive machine-learning-based building models
for building automation and control applications is proposed. The system features an …
for building automation and control applications is proposed. The system features an …
[HTML][HTML] Adaptive-predictive control strategy for HVAC systems in smart buildings–A review
High share of energy consumption in buildings and subsequent increase in greenhouse gas
emissions along with stricter legislations have motivated researchers to look for sustainable …
emissions along with stricter legislations have motivated researchers to look for sustainable …
Electricity load forecasting by an improved forecast engine for building level consumers
Y Liu, W Wang, N Ghadimi - Energy, 2017 - Elsevier
For optimal power system operation, electrical generation must follow electrical load
demand. So, short term load forecast (STLF) has been proposed by researchers to tackle the …
demand. So, short term load forecast (STLF) has been proposed by researchers to tackle the …
Towards sustainable, energy-efficient and healthy ventilation strategies in buildings: A review
Energy demand has been increasing worldwide and the building sector represents a large
percentage of global energy consumption. Therefore, promoting energy efficiency in …
percentage of global energy consumption. Therefore, promoting energy efficiency in …
Theory and applications of HVAC control systems–A review of model predictive control (MPC)
A Afram, F Janabi-Sharifi - Building and Environment, 2014 - Elsevier
This work presents a literature review of control methods, with an emphasis on the theory
and applications of model predictive control (MPC) for heating, ventilation, and air …
and applications of model predictive control (MPC) for heating, ventilation, and air …
A tutorial review of economic model predictive control methods
An overview of the recent results on economic model predictive control (EMPC) is presented
and discussed addressing both closed-loop stability and performance for nonlinear systems …
and discussed addressing both closed-loop stability and performance for nonlinear systems …
Review of building energy modeling for control and operation
X Li, J Wen - Renewable and Sustainable Energy Reviews, 2014 - Elsevier
Abstract Buildings consume about 41.1% of primary energy and 74% of the electricity in the
US Better or even optimal building energy control and operation strategies provide great …
US Better or even optimal building energy control and operation strategies provide great …