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Modeling techniques used in building HVAC control systems: A review
The appropriate application of advanced control strategies in Heating, Ventilation, and Air-
conditioning (HVAC) systems is key to improving the energy efficiency of buildings …
conditioning (HVAC) systems is key to improving the energy efficiency of buildings …
Parameter identification methods for low-order gray box building energy models: A critical review
The body of knowledge on gray box building energy modeling (GBBEM) has been
developed over the past few decades and has undergone some important changes recently …
developed over the past few decades and has undergone some important changes recently …
A review of resistance–capacitance thermal network model in urban building energy simulations
J Yang, H Wang, L Cheng, Z Gao, F Xu - Energy and Buildings, 2024 - Elsevier
With the increasing population and urbanization promotion, energy consumption and carbon
emissions have increased, and concern for inefficient energy use and deteriorating urban …
emissions have increased, and concern for inefficient energy use and deteriorating urban …
A neural network-based multi-zone modelling approach for predictive control system design in commercial buildings
Predictive control techniques for heating, ventilation and air conditioning (HVAC) systems
have been paid an increasing attention in recent years. Such methods rely on building …
have been paid an increasing attention in recent years. Such methods rely on building …
A method for model-reduction of non-linear thermal dynamics of multi-zone buildings
We propose a method for reducing the order of dynamic models of temperature and humidity
in multi-zone buildings. Low-order models of building thermal dynamics are useful for model …
in multi-zone buildings. Low-order models of building thermal dynamics are useful for model …
Control-oriented thermal modeling of multizone buildings: Methods and issues: Intelligent control of a building system
The residential and commercial building sector is known to use around 40% of the total end-
use energy and, hence, is considered to be the largest energy consumer sector in the world …
use energy and, hence, is considered to be the largest energy consumer sector in the world …
Building thermal-network models: a comparative analysis, recommendations, and perspectives
The development of smart buildings, as well as the great need for energy demand reduction,
has renewed interest in building energy demand prediction. Intelligent controllers are a …
has renewed interest in building energy demand prediction. Intelligent controllers are a …
Temperature control of a commercial building with model predictive control techniques
G Mantovani, L Ferrarini - IEEE transactions on industrial …, 2014 - ieeexplore.ieee.org
This paper addresses the problem of thermal energy control in shop** centers through the
application of model predictive control (MPC) strategies. In particular, this paper uses an …
application of model predictive control (MPC) strategies. In particular, this paper uses an …
Space heating demand response potential of retrofitted residential apartment blocks
In future and smarter energy systems, time varying energy prices enable indirect demand
response (DR) to assist the electricity supply system to meet demand. This simulation-based …
response (DR) to assist the electricity supply system to meet demand. This simulation-based …
System identification for building thermal systems under the presence of unmeasured disturbances in closed loop operation: Lumped disturbance modeling approach
Identification approaches applied to semi-physical thermal network structures, so called gray-
box modeling approaches, are popular in building science for energy audits, retrofit analysis …
box modeling approaches, are popular in building science for energy audits, retrofit analysis …