Calibrating building energy simulation models: A review of the basics to guide future work

A Chong, Y Gu, H Jia - Energy and Buildings, 2021 - Elsevier
Building energy simulation (BES) plays a significant role in buildings with applications such
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

K Parvin, MSH Lipu, MA Hannan, MA Abdullah… - IEEE …, 2021 - ieeexplore.ieee.org
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 …

A performance comparison of multi-objective optimization-based approaches for calibrating white-box building energy models

S Martínez, P Eguía, E Granada, A Moazami… - Energy and …, 2020 - Elsevier
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 …

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 …

[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 …

Genetic algorithm for building envelope calibration

GR Ruiz, CF Bandera, TGA Temes, ASO Gutierrez - Applied energy, 2016 - Elsevier
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 …

Evaluation of “Autotune” calibration against manual calibration of building energy models

G Chaudhary, J New, J Sanyal, P Im, Z O'Neill, V Garg - Applied energy, 2016 - Elsevier
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 …

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 …

Response-surface-model-based system sizing for Nearly/Net zero energy buildings under uncertainty

S Zhang, Y Sun, Y Cheng, P Huang, MO Oladokun… - Applied Energy, 2018 - Elsevier
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 …

[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 …