Modeling techniques used in building HVAC control systems: A review

Z Afroz, GM Shafiullah, T Urmee, G Higgins - Renewable and sustainable …, 2018 - Elsevier
The appropriate application of advanced control strategies in Heating, Ventilation, and Air-
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

R Serasinghe, N Long, JD Clark - Energy and Buildings, 2024 - Elsevier
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 …

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 …

A neural network-based multi-zone modelling approach for predictive control system design in commercial buildings

H Huang, L Chen, E Hu - Energy and buildings, 2015 - Elsevier
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 …

A method for model-reduction of non-linear thermal dynamics of multi-zone buildings

S Goyal, P Barooah - Energy and Buildings, 2012 - Elsevier
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 …

Control-oriented thermal modeling of multizone buildings: Methods and issues: Intelligent control of a building system

E Atam, L Helsen - IEEE Control systems magazine, 2016 - ieeexplore.ieee.org
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 …

Building thermal-network models: a comparative analysis, recommendations, and perspectives

A Boodi, K Beddiar, Y Amirat, M Benbouzid - Energies, 2022 - mdpi.com
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 …

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 …

Space heating demand response potential of retrofitted residential apartment blocks

TH Pedersen, RE Hedegaard, S Petersen - Energy and Buildings, 2017 - Elsevier
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 …

System identification for building thermal systems under the presence of unmeasured disturbances in closed loop operation: Lumped disturbance modeling approach

D Kim, J Cai, KB Ariyur, JE Braun - Building and environment, 2016 - Elsevier
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 …