Urban energy use modeling methods and tools: A review and an outlook

N Abbasabadi, M Ashayeri - Building and environment, 2019 - Elsevier
Urban energy use modeling is important for understanding and managing energy
performance in cities. However, the existing methods and tools have limitations in …

Grading buildings on energy performance using city benchmarking data

S Papadopoulos, CE Kontokosta - Applied Energy, 2019 - Elsevier
As the effects of anthropogenic climate change become more pronounced, local and federal
governments are turning towards more aggressive policies to reduce energy use in existing …

Energy cost burdens for low-income and minority households: Evidence from energy benchmarking and audit data in five US cities

CE Kontokosta, VJ Reina, B Bonczak - Journal of the American …, 2020 - Taylor & Francis
Problem, research strategy, and findings: Of the three primary components of housing
affordability measures—rent, transportation, and utilities—utility costs are the least …

Pattern recognition in building energy performance over time using energy benchmarking data

S Papadopoulos, B Bonczak, CE Kontokosta - Applied Energy, 2018 - Elsevier
In recent years, many cities have adopted energy disclosure policies to better understand
how energy is consumed in the urban built environment and how energy use and carbon …

Evaluation of US building energy benchmarking and transparency programs: Attributes, impacts, and best practices

N Mims, S Schiller, E Stuart, L Schwartz, C Kramer… - 2017 - escholarship.org
In the last decade, a new policy area has emerged to boost energy efficiency in buildings
that focuses on the simple action of measuring energy use as compared to buildings of …

Machine Learning in Urban Building Energy Modeling

N Abbasabadi, M Ashayeri - Artificial Intelligence in …, 2024 - Wiley Online Library
Urban building energy modeling (UBEM) plays a pivotal role in effective urban energy
management and the holistic understanding of citywide energy performance. This book …

A framework for urban building energy use modeling

N Abbasabadi, R Azari - ARCC Conference Repository, 2019 - arcc-journal.org
Reliable quantification of energy consumption by buildings plays a key role in development
of sustainable cities. However, there are methodological uncertainties embedded in the …

Spatial and geographic patterns of building energy performance: A cross-city comparative analysis of large-scale data

S Papadopoulos, B Bonczak… - International Conference …, 2017 - ascelibrary.org
In recent years, there has been a growing interest in comparing and benchmarking the
energy use of buildings in cities. Existing frameworks such as the US Environmental …

Making Data-Driven Policy Decisions for the Nation's First Building Energy Performance Standards

K Bergfeld, P Mathew, M Duer-Balkind, J Perakis… - 2021 - escholarship.org
Nearly every major US city has committed itself to ambitious climate action goals–for
Washington, DC this means a 50 percent reduction in greenhouse gases by 2032 and …

A new approach to reduce time consumption of data quality assessment in the field of energy consumption

A Sokolov, MV Shcherbakov, A Tyukov… - Creativity in Intelligent …, 2019 - Springer
This paper is devoted to solving the problem of reducing the time costs of the process of data
quality assessment. The data describe energy resources consumption of various enterprises …