Model predictive control (MPC) for enhancing building and HVAC system energy efficiency: Problem formulation, applications and opportunities

G Serale, M Fiorentini, A Capozzoli, D Bernardini… - Energies, 2018 - mdpi.com
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 …

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 …

Data-driven modeling and learning in science and engineering

FJ Montáns, F Chinesta, R Gómez-Bombarelli… - Comptes Rendus …, 2019 - Elsevier
In the past, data in which science and engineering is based, was scarce and frequently
obtained by experiments proposed to verify a given hypothesis. Each experiment was able …

Computational design optimization of concrete mixtures: A review

MA DeRousseau, JR Kasprzyk, WV Srubar Iii - Cement and Concrete …, 2018 - Elsevier
A comprehensive review of optimization research concerning the design and proportioning
of concrete mixtures is presented herein. Mixture design optimization is motivated by an ever …

Internet data centers participating in demand response: A comprehensive review

M Chen, C Gao, M Song, S Chen, D Li, Q Liu - Renewable and Sustainable …, 2020 - Elsevier
Internet data centers (IDCs), which have the potential of spatial and temporal load
regulation, are excellent demand response (DR) resources. IDCs participating in DR has …

Occupant behavior impact in buildings and the artificial intelligence-based techniques and data-driven approach solutions

B Yan, W Yang, F He, W Zeng - Renewable and Sustainable Energy …, 2023 - Elsevier
Occupant behavior in buildings might result into gap between predicted and actual energy
use and cause indoor thermal comfort fluctuations, due to its uncertainty and …

Electricity consumption optimization using thermal and battery energy storage systems in buildings

Z Rostamnezhad, N Mary, LA Dessaint… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Energy storage system (ESS) plays a key role in peak load shaving to minimize power
consumption of buildings in peak hours. This paper proposes a novel energy management …

Status quo and opportunities for building energy prediction in limited data Context—Overview from a competition

T Xiao, P Xu, R He, H Sha - Applied Energy, 2022 - Elsevier
With the evolution of new energy and carbon trading systems, it is important to accurately
predict building energy consumption to help energy arrangements. Additionally, the …

Building a sustainable energy community: Design and integrate variable renewable energy systems for rural communities

J Mustafa, FA Almehmadi, S Alqaed, M Sharifpur - Sustainability, 2022 - mdpi.com
This study proposes a decentralized hybrid energy system consisting of solar photovoltaics
(PV) and wind turbines (WT) connected with the local power grid for a small Najran, Saudi …

HVAC load synchronization in smart building communities

A Ghofrani, SD Nazemi, MA Jafari - Sustainable Cities and Society, 2019 - Elsevier
In this study, we propose a methodology to assign HVAC operation planning schemes for
connected buildings with the objective of energy saving and load leveling. The idea is to use …