Calibrating building energy simulation models: A review of the basics to guide future work
Building energy simulation (BES) plays a significant role in buildings with applications such
as architectural design, retrofit analysis, and optimizing building operation and controls …
as architectural design, retrofit analysis, and optimizing building operation and controls …
Intelligent controllers and optimization algorithms for building energy management towards achieving sustainable development: challenges and prospects
Buildings account for a significant amount of energy consumption leading to the issues of
global emissions and climate change. Thus, energy management in a building is …
global emissions and climate change. Thus, energy management in a building is …
A performance comparison of multi-objective optimization-based approaches for calibrating white-box building energy models
Abstract Building Energy Model (BEM) calibration is the process of reducing the gap
between the simulation outputs and the actual measured data at the same conditions. The …
between the simulation outputs and the actual measured data at the same conditions. The …
Parametric analysis of a residential building with phase change material (PCM)-enhanced drywall, precooling, and variable electric rates in a hot and dry climate
S Wijesuriya, M Brandt, PC Tabares-Velasco - Applied energy, 2018 - Elsevier
Peak electric energy demand inflicts a great stress on the electric grid during the summer in
the United States. With most years surpassing its previous year for the warmest year ever …
the United States. With most years surpassing its previous year for the warmest year ever …
[HTML][HTML] Multi-step building energy model calibration process based on measured data
JE Pachano, CF Bandera - Energy and Buildings, 2021 - Elsevier
Building energy models are a key element in regulatory compliance calculations. These
energy performance calculations often do not accurately reflect actual operating conditions …
energy performance calculations often do not accurately reflect actual operating conditions …
Genetic algorithm for building envelope calibration
Buildings today represent 40% of world primary energy consumption and 24% of
greenhouse gas emissions. In our society there is growing interest in knowing precisely …
greenhouse gas emissions. In our society there is growing interest in knowing precisely …
Evaluation of “Autotune” calibration against manual calibration of building energy models
This paper demonstrates the application of Autotune, a methodology aimed at automatically
producing calibrated building energy models using measured data, in two case studies. In …
producing calibrated building energy models using measured data, in two case studies. In …
Empirical and comparative validation for a building energy model calibration methodology
V Gutiérrez González, G Ramos Ruiz… - Sensors, 2020 - mdpi.com
The digital world is spreading to all sectors of the economy, and Industry 4.0, with the digital
twin, is a reality in the building sector. Energy reduction and decarbonization in buildings are …
twin, is a reality in the building sector. Energy reduction and decarbonization in buildings are …
Response-surface-model-based system sizing for Nearly/Net zero energy buildings under uncertainty
Properly treating uncertainty is critical for robust system sizing of nearly/net zero energy
buildings (ZEBs). To treat uncertainty, the conventional method conducts Monte Carlo …
buildings (ZEBs). To treat uncertainty, the conventional method conducts Monte Carlo …
[HTML][HTML] Two-stage multi-step energy model calibration of the cooling systems of a large-space commercial building
JE Pachano, MFV Iglesias, JC Saiz… - Applied Thermal …, 2023 - Elsevier
Buildings play a major role in energy expenditure, representing 40% of Europe's total
energy consumption. It is estimated that heating, ventilation, and air conditioning systems …
energy consumption. It is estimated that heating, ventilation, and air conditioning systems …