[HTML][HTML] Building energy simulation and its application for building performance optimization: A review of methods, tools, and case studies

Y Pan, M Zhu, Y Lv, Y Yang, Y Liang, R Yin… - Advances in Applied …, 2023 - Elsevier
As one of the most important and advanced technology for carbon-mitigation in the building
sector, building performance simulation (BPS) has played an increasingly important role …

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 …

A review of strategies for building energy management system: Model predictive control, demand side management, optimization, and fault detect & diagnosis

D Mariano-Hernández, L Hernández-Callejo… - Journal of Building …, 2021 - Elsevier
Building energy use is expected to grow by more than 40% in the next 20 years. Electricity
remains the largest energy source consumed by buildings, and that demand is growing. To …

[HTML][HTML] Data-driven predictive control for unlocking building energy flexibility: A review

A Kathirgamanathan, M De Rosa, E Mangina… - … and Sustainable Energy …, 2021 - Elsevier
Managing supply and demand in the electricity grid is becoming more challenging due to
the increasing penetration of variable renewable energy sources. As significant end-use …

State of the art review on the HVAC occupant-centric control in different commercial buildings

G Huang, ST Ng, D Li, Y Zhang - Journal of Building Engineering, 2024 - Elsevier
Heating ventilation and air conditioning (HVAC) systems control that takes occupant
information into account is called HVAC occupant-centric control (OCC), which strikes better …

Data-driven based HVAC optimisation approaches: A Systematic Literature Review

M Ala'raj, M Radi, MF Abbod, M Majdalawieh… - Journal of Building …, 2022 - Elsevier
Improving the energy efficiency of Heating, Ventilation, and Air Conditioning (HVAC)
systems is crucial to reduce buildings' energy costs and their carbon footprint. HVAC …

Deep learning for prediction of energy consumption: an applied use case in an office building

R Morcillo-Jimenez, J Mesa, J Gómez-Romero… - Applied …, 2024 - Springer
Non-residential buildings are responsible for more than a third of global energy
consumption. Estimating building energy consumption is the first step towards identifying …

An experimental evaluation of deep reinforcement learning algorithms for HVAC control

A Manjavacas, A Campoy-Nieves… - Artificial Intelligence …, 2024 - Springer
Heating, ventilation, and air conditioning (HVAC) systems are a major driver of energy
consumption in commercial and residential buildings. Recent studies have shown that Deep …

Optimizing energy efficiency: a comprehensive analysis of building design parameters

ASM Morshed, KA Manjur - Available at SSRN 5079816, 2024 - papers.ssrn.com
This study explores the critical role of financial incentives, energy performance certifications,
government policies, and advanced technologies in driving the adoption of energy-efficient …

Big data architecture for building energy management systems

MD Ruiz, J Gómez-Romero… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
The enormous quantity of data handled by building management systems are key to
develop more efficient energy operational systems. However, the inability of current systems …