Modeling urban building energy use: A review of modeling approaches and procedures
With rapid urbanization and economic development, the world has been experiencing an unprecedented increase in energy consumption and greenhouse gas (GHG) emissions. While reducing energy consumption and GHG emissions is a common interest shared by major developed and developing countries, actions to enable these global reductions are generally implemented at the city scale. This is because baseline information from individual cities plays an important role in identifying economical options for improving building energy efficiency and reducing GHG emissions. Numerous approaches have been proposed for modeling urban building energy use in the past decades. This paper aims to provide an up-to-date review of the broad categories of energy models for urban buildings and describes the basic workflow of physics-based, bottom-up models and their applications in simulating urban-scale building energy use. Because there are significant differences across models with varied potential for application, strengths and weaknesses of the reviewed models are also presented. This is followed by a discussion of challenging issues associated with model preparation and calibration.
- Research Organization:
- Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
- Sponsoring Organization:
- USDOE
- DOE Contract Number:
- AC05-76RL01830
- OSTI ID:
- 1422326
- Report Number(s):
- PNNL-SA-129914; KP1601050
- Journal Information:
- Energy (Oxford), Vol. 141, Issue C; ISSN 0360-5442
- Publisher:
- Elsevier
- Country of Publication:
- United States
- Language:
- English
Overview of the use of artificial neural networks for energy‐related applications in the building sector
|
July 2019 | |
Initial approximation of the implications for architecture due to climate change
|
January 2019 | |
Modelling Urban Housing Stocks for Building Energy Simulation using CityGML EnergyADE
|
March 2019 | |
Simulation Tools to Build Urban-Scale Energy Models: A Review
|
November 2018 |
Similar Records
Urban building energy modeling (UBEM) tools: A state-of-the-art review of bottom-up physics-based approaches
Empirical Validation of UBEM: An Assessment of Bias in Urban Building Energy Modeling for Chicago