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 …
Computational intelligence techniques for HVAC systems: A review
Buildings are responsible for 40% of global energy use and contribute towards 30% of the
total CO2 emissions. The drive to reduce energy use and associated greenhouse gas …
total CO2 emissions. The drive to reduce energy use and associated greenhouse gas …
Deep clustering of Lagrangian trajectory for multi-task learning to energy saving in intelligent buildings using cooperative multi-agent
The intelligent buildings provided various incentives to get highly inefficient energy-saving
caused by the non-stationary building environments. In the presence of such dynamic …
caused by the non-stationary building environments. In the presence of such dynamic …
Effect of different building envelope materials on thermal comfort and air-conditioning energy savings: A case study in Basra city, Iraq
RZ Homod, A Almusaed, A Almssad, MK Jaafar… - Journal of Energy …, 2021 - Elsevier
Recently, a numerous number of houses has been built using AAC materials, which
consume the most amount of energy in the building sector by Heating, ventilation, and air …
consume the most amount of energy in the building sector by Heating, ventilation, and air …
A review of recent developments and technological advancements of variable-air-volume (VAV) air-conditioning systems
GS Okochi, Y Yao - Renewable and Sustainable Energy Reviews, 2016 - Elsevier
This study reviewed VAV systems modeling and simulations, control strategies and
optimization tools, the airflow characteristics of VAV systems, some common VAV systems׳ …
optimization tools, the airflow characteristics of VAV systems, some common VAV systems׳ …
Gray-box modeling and validation of residential HVAC system for control system design
A Afram, F Janabi-Sharifi - Applied Energy, 2015 - Elsevier
In this paper gray-box models of the residential heating, ventilation and air conditioning
(HVAC) system were developed. The HVAC system comprises of several subsystems such …
(HVAC) system were developed. The HVAC system comprises of several subsystems such …
Black-box modeling of residential HVAC system and comparison of gray-box and black-box modeling methods
A Afram, F Janabi-Sharifi - Energy and Buildings, 2015 - Elsevier
In this article, black-box models of the residential heating, ventilation and air conditioning
(HVAC) system are developed. The data of the input and output of the system is measured …
(HVAC) system are developed. The data of the input and output of the system is measured …
Dynamics analysis of a novel hybrid deep clustering for unsupervised learning by reinforcement of multi-agent to energy saving in intelligent buildings
The heating, ventilating and air conditioning (HVAC) systems energy demand can be
reduced by manipulating indoor conditions within the comfort range, which relates to control …
reduced by manipulating indoor conditions within the comfort range, which relates to control …
Evaluation of energy-saving potential for optimal time response of HVAC control system in smart buildings
In some fields, such as the semiconductor manufacturing process, museum, pharmaceutical,
and medicine manufacturing industry, the HVAC system needs a very fast response time to …
and medicine manufacturing industry, the HVAC system needs a very fast response time to …
Deep clustering of cooperative multi-agent reinforcement learning to optimize multi chiller HVAC systems for smart buildings energy management
RZ Homod, ZM Yaseen, AK Hussein… - Journal of Building …, 2023 - Elsevier
Chillers are responsible for almost half of the total energy demand in buildings. Hence, the
obligation of control systems of multi-chiller due to changes indoor environments is one of …
obligation of control systems of multi-chiller due to changes indoor environments is one of …