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 …
remains the largest energy source consumed by buildings, and that demand is growing. To …
Energy modeling and model predictive control for HVAC in buildings: A review of current research trends
Buildings use up to 40% of the global primary energy and 30% of global greenhouse gas
emissions, which may significantly impact climate change. Heating, ventilation, and air …
emissions, which may significantly impact climate change. Heating, ventilation, and air …
Similarity-based grouping method for evaluation and optimization of dataset structure in machine-learning based short-term building cooling load prediction without …
Short-term building cooling load prediction plays an import role in the building energy
management. The concept of similar day approach is receiving special attention as an …
management. The concept of similar day approach is receiving special attention as an …
Review of tracer gas-based methods for the characterization of natural ventilation performance: Comparative analysis of their accuracy
G Remion, B Moujalled, M El Mankibi - Building and Environment, 2019 - Elsevier
Natural ventilation systems, taking advantage of natural driving forces, help to reconcile
energy efficient buildings with a good Indoor Air Quality (IAQ). Its efficiency depends on …
energy efficient buildings with a good Indoor Air Quality (IAQ). Its efficiency depends on …
A framework to estimate heat energy loss in building operation
Heat energy loss in buildings occurs by two means, namely Fabric Heat Loss and
Ventilation Heat Loss. Loss occurs when energy flows out through building envelope from …
Ventilation Heat Loss. Loss occurs when energy flows out through building envelope from …
Carbon dioxide-based occupancy estimation using stochastic differential equations
In the existing building stock, heating, cooling and ventilation usually run on fixed schedules,
in many cases, even all day. In particular, ventilation systems often run with a constant air …
in many cases, even all day. In particular, ventilation systems often run with a constant air …
Data-driven two-step identification of building thermal characteristics: A case study of office building
Z Wei, F Ren, Y Zhu, B Yue, Y Ding, C Zheng, B Li… - Applied Energy, 2022 - Elsevier
Thermal characteristics of building affect the energy consumption of air conditioning systems
directly. Reverse grey box model is widely used for the identification of thermal …
directly. Reverse grey box model is widely used for the identification of thermal …
[HTML][HTML] Numerical study on air ventilation in the workshop room with multiple heat sources
S Wiriyasart, P Naphon - Case Studies in Thermal Engineering, 2019 - Elsevier
In the present study, the application of computational fluid dynamic (CFD) to analyze air
quality and thermal distribution in the workshop room with the multiple heat sources are …
quality and thermal distribution in the workshop room with the multiple heat sources are …
[HTML][HTML] Occupant's health and energy use in an office building: A sensor-enabled life cycle assessment
Indoor air quality (IAQ) has an important impact on human health and productivity. For this
reason, its integration into the life cycle assessment (LCA) framework contributes to …
reason, its integration into the life cycle assessment (LCA) framework contributes to …
Optimizing indoor air models through k-means clustering of nanoparticle size distribution data
J Cebolla-Alemany, MM Martí, M Viana… - Building and …, 2024 - Elsevier
Sectional physics-based aerosol models imply a computational effort that hinders their use
in building digital twins, real-time predictive control, and computer-based iterative …
in building digital twins, real-time predictive control, and computer-based iterative …