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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 …
A comprehensive review of predictive control strategies in heating, ventilation, and air-conditioning (HVAC): Model-free VS model
X **n, Z Zhang, Y Zhou, Y Liu, D Wang… - Journal of Building …, 2024 - Elsevier
Predictive control offers significant advantages in nonlinear control, high thermal inertia, and
dynamic control. This article uses a Systematic Reviews and Meta-Analyses methodology to …
dynamic control. This article uses a Systematic Reviews and Meta-Analyses methodology to …
[HTML][HTML] Energy modeling and model predictive control for HVAC in buildings: A review of current research trends
Buildings use up to 40% of the global primary energy and 30% of global greenhouse gas
emissions, which may significantly impact climate change. Heating, ventilation, and air …
emissions, which may significantly impact climate change. Heating, ventilation, and air …
Field test of Model Predictive Control in residential buildings for utility cost savings
Air conditioners in residential buildings often rely on local feedback control to regulate the
indoor temperature, where the unit is cycled on and off by comparing the actual temperature …
indoor temperature, where the unit is cycled on and off by comparing the actual temperature …
Systematic review on model predictive control strategies applied to active thermal energy storage systems
This paper presents a review of the application of model predictive control strategies to
active thermal energy storage systems. To date, model predictive control has been used to …
active thermal energy storage systems. To date, model predictive control has been used to …
Energy saving and indoor temperature control for an office building using tube-based robust model predictive control
Actively controlling a building's heating, ventilation, and air conditioning (HVAC) system can
reduce costs and improve indoor comfort. Model predictive control (MPC) is an effective …
reduce costs and improve indoor comfort. Model predictive control (MPC) is an effective …
Energy optimization algorithms for multi-residential buildings: A model predictive control application
This study presents an optimization algorithm for Model Predictive Control (MPC) of the
HVAC systems in multi-family residential buildings assessing the performance of four …
HVAC systems in multi-family residential buildings assessing the performance of four …
Improved robust model predictive control for residential building air conditioning and photovoltaic power generation with battery energy storage system under weather …
The rising demands for comfort alongside energy conservation underscore the importance
of intelligent air conditioning control systems. Model Predictive Control (MPC) stands out as …
of intelligent air conditioning control systems. Model Predictive Control (MPC) stands out as …
[HTML][HTML] Demand-side flexibility in power systems: A survey of residential, industrial, commercial, and agricultural sectors
H Golmohamadi - Sustainability, 2022 - mdpi.com
In recent years, environmental concerns about climate change and global warming have
encouraged countries to increase investment in renewable energies. As the penetration of …
encouraged countries to increase investment in renewable energies. As the penetration of …
Air-to-water heat pumps: Review and analysis of the performance gap between in-use and product rated performance
Air-to-water heat pumps are regarded as a fundamental part of many proposed climate
action plans in heating dominated climates. However, individual studies have concluded …
action plans in heating dominated climates. However, individual studies have concluded …