[HTML][HTML] Review of urban building energy modeling (UBEM) approaches, methods and tools using qualitative and quantitative analysis
The world has witnessed a significant population shift to urban areas over the past few
decades. Urban areas account for about two-thirds of the world's total primary energy …
decades. Urban areas account for about two-thirds of the world's total primary energy …
Building energy model calibration: A review of the state of the art in approaches, methods, and tools
O Vera-Piazzini, M Scarpa - Journal of Building Engineering, 2024 - Elsevier
Building energy simulations can be effective in the real world only if the building energy
model is appropriately tuned, ie, calibrated. Whatever the purpose, from detailed energy …
model is appropriately tuned, ie, calibrated. Whatever the purpose, from detailed energy …
[HTML][HTML] A data-driven approach for multi-scale GIS-based building energy modeling for analysis, planning and support decision making
Urban planners, local authorities, and energy policymakers often develop strategic
sustainable energy plans for the urban building stock in order to minimize overall energy …
sustainable energy plans for the urban building stock in order to minimize overall energy …
[HTML][HTML] Urban building energy performance prediction and retrofit analysis using data-driven machine learning approach
Stakeholders such as urban planners and energy policymakers use building energy
performance modeling and analysis to develop strategic sustainable energy plans with the …
performance modeling and analysis to develop strategic sustainable energy plans with the …
[HTML][HTML] A data-driven approach to optimize urban scale energy retrofit decisions for residential buildings
Urban planners face significant challenges when identifying building energy efficiency
opportunities and developing strategies to achieve efficient and sustainable urban …
opportunities and developing strategies to achieve efficient and sustainable urban …
Comprehensive preference learning and feature validity for designing energy-efficient residential buildings using machine learning paradigms
W Gao, J Alsarraf, H Moayedi, A Shahsavar… - Applied Soft …, 2019 - Elsevier
Having a reliable approximation of heating load (HL) and cooling load (CL) is a substantial
task for evaluating the energy performance of buildings (EPB). Also, the appearance of soft …
task for evaluating the energy performance of buildings (EPB). Also, the appearance of soft …
A data-driven approach for multi-scale building archetypes development
Globally the building sector accounts for a significant portion of the overall energy demand
and greenhouse gas emissions of any country. The most common approach for the …
and greenhouse gas emissions of any country. The most common approach for the …
Implementation of BIM energy analysis and monte carlo simulation for estimating building energy performance based on regression approach: A case study
F Tahmasebinia, R Jiang, S Sepasgozar, J Wei, Y Ding… - Buildings, 2022 - mdpi.com
The energy performance prediction of buildings plays a significant role in the design phases.
Theoretical analysis and statistical analysis are typically carried out to predict energy …
Theoretical analysis and statistical analysis are typically carried out to predict energy …
Design of an energy pile based on CPT data using soft computing techniques
The present study focused on the design of geothermal energy piles based on cone
penetration test (CPT) data, which was obtained from the Perniö test site in Finland. The …
penetration test (CPT) data, which was obtained from the Perniö test site in Finland. The …
[HTML][HTML] Accurate identification of influential building parameters through an integration of global sensitivity and feature selection techniques
The development of building energy performance simulation models often requires
significant time and effort to achieve an acceptable degree of prediction accuracy. As such …
significant time and effort to achieve an acceptable degree of prediction accuracy. As such …