[HTML][HTML] Physical energy and data-driven models in building energy prediction: A review
The difficulty in balancing energy supply and demand is increasing due to the growth of
diversified and flexible building energy resources, particularly the rapid development of …
diversified and flexible building energy resources, particularly the rapid development of …
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 …
and in turn, present us with different challenges for its optimized control of energy-saving …
[HTML][HTML] Building energy simulation and its application for building performance optimization: A review of methods, tools, and case studies
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 …
sector, building performance simulation (BPS) has played an increasingly important role …
[HTML][HTML] Seasonal thermal energy storage in smart energy systems: District-level applications and modelling approaches
Seasonal thermal energy storage can provide flexibility to smart energy systems and are
characterised by low cost per unit energy capacity and varying applicability to different …
characterised by low cost per unit energy capacity and varying applicability to different …
Nanocellulose-based composite phase change materials for thermal energy storage: status and challenges
Thermal energy storage and utilization is gathering intensive attention due to the renewable
nature of the energy source, easy operation and economic competency. Among all the …
nature of the energy source, easy operation and economic competency. Among all the …
[HTML][HTML] Energy modelling and control of building heating and cooling systems with data-driven and hybrid models—A review
Implementing an efficient control strategy for heating, ventilation, and air conditioning
(HVAC) systems can lead to improvements in both energy efficiency and thermal …
(HVAC) systems can lead to improvements in both energy efficiency and thermal …
[HTML][HTML] Modeling and optimization of multi-energy systems in mixed-use districts: A review of existing methods and approaches
C Klemm, P Vennemann - Renewable and Sustainable Energy Reviews, 2021 - Elsevier
About 75% of the world's energy consumption takes place in cities. Although their large
energy consumption attracts a large number of research projects, only a small fraction of …
energy consumption attracts a large number of research projects, only a small fraction of …
[HTML][HTML] The impact of occupants' behaviours on building energy analysis: A research review
Over the past 15 years, the evaluation of energy demand and use in buildings has become
increasingly acute due to growing scientific and political pressure around the world in …
increasingly acute due to growing scientific and political pressure around the world in …
Advanced data analytics for enhancing building performances: From data-driven to big data-driven approaches
Buildings have a significant impact on global sustainability. During the past decades, a wide
variety of studies have been conducted throughout the building lifecycle for improving the …
variety of studies have been conducted throughout the building lifecycle for improving the …
[HTML][HTML] A review of data mining technologies in building energy systems: Load prediction, pattern identification, fault detection and diagnosis
With the advent of the era of big data, buildings have become not only energy-intensive but
also data-intensive. Data mining technologies have been widely utilized to release the …
also data-intensive. Data mining technologies have been widely utilized to release the …