Model predictive control (MPC) for enhancing building and HVAC system energy efficiency: Problem formulation, applications and opportunities
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 …
management in buildings has received significant attention from the research community …
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 …
Data-driven modeling and learning in science and engineering
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 …
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 …
of concrete mixtures is presented herein. Mixture design optimization is motivated by an ever …
Internet data centers participating in demand response: A comprehensive review
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 …
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 …
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 …
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
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 …
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
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 …
(PV) and wind turbines (WT) connected with the local power grid for a small Najran, Saudi …
HVAC load synchronization in smart building communities
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 …
connected buildings with the objective of energy saving and load leveling. The idea is to use …