Data-driven probabilistic machine learning in sustainable smart energy/smart energy systems: Key developments, challenges, and future research opportunities in the …
The current trend indicates that energy demand and supply will eventually be controlled by
autonomous software that optimizes decision-making and energy distribution operations …
autonomous software that optimizes decision-making and energy distribution operations …
[HTML][HTML] Digital twin of a city: Review of technology serving city needs
Digital twins (DTs) have been found useful in manufacturing, construction, and maintenance.
Adapting DTs to serve cities, the question arises of what an urban digital twin should contain …
Adapting DTs to serve cities, the question arises of what an urban digital twin should contain …
[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 …
Urban building energy modeling (UBEM) tools: A state-of-the-art review of bottom-up physics-based approaches
Regulations corroborate the importance of retrofitting existing building stocks or constructing
new energy-efficient districts. There is, thus, a need for modeling tools to evaluate energy …
new energy-efficient districts. There is, thus, a need for modeling tools to evaluate energy …
Data acquisition for urban building energy modeling: A review
Abstract Urban Building Energy Modeling (UBEM) is essential for urban energy-related
applications. Its generation mainly requires four data inputs, including geometric data, non …
applications. Its generation mainly requires four data inputs, including geometric data, non …
Urban building energy modeling: State of the art and future prospects
During recent years, urban building energy modeling has become known as a novel
approach for identification, support and improvement of sustainable urban development …
approach for identification, support and improvement of sustainable urban development …
[HTML][HTML] Information modelling for urban building energy simulation—A taxonomic review
Climate change, increasing emissions and rising global temperatures have gradually
affected the way we think about the future of our planet. Urban areas possess significant …
affected the way we think about the future of our planet. Urban areas possess significant …
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 …
performance in cities. However, the existing methods and tools have limitations in …
Occupant-centric urban building energy modeling: Approaches, inputs, and data sources-A review
Occupant-related inputs are significant parameters that influence energy simulation
accuracy at both the building and urban levels. In most previous research works, fixed …
accuracy at both the building and urban levels. In most previous research works, fixed …
Italian prototype building models for urban scale building performance simulation
L Carnieletto, M Ferrando, L Teso, K Sun… - Building and …, 2021 - Elsevier
Urban building energy modeling (UBEM) seeks to evaluate strategies to optimize building
energy use at urban scale to support a city's building energy goals. Prototype building …
energy use at urban scale to support a city's building energy goals. Prototype building …