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 …
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 …
[HTML][HTML] Urban building energy modeling–A review of a nascent field
CF Reinhart, CC Davila - Building and Environment, 2016 - Elsevier
Over the past decades, detailed individual building energy models (BEM) on the one side
and regional and country-level building stock models on the other side have become …
and regional and country-level building stock models on the other side have become …
A multi-objective optimization framework for designing urban block forms considering daylight, energy consumption, and photovoltaic energy potential
Urban form significantly influences building energy consumption. However, most research
has primarily focused on quantifying the relationship between the two factors, with limited …
has primarily focused on quantifying the relationship between the two factors, with limited …
[HTML][HTML] Urban microclimate and building energy models: A review of the latest progress in coupling strategies
Climatic conditions are different in cities than in their geographical environment. Precise
representation of the climatic parameters within an urban context is crucial for obtaining …
representation of the climatic parameters within an urban context is crucial for obtaining …
AutoBPS: A tool for urban building energy modeling to support energy efficiency improvement at city-scale
China has promised to peak carbon emissions by 2030 and become carbon neutral before
2060. Achieving this target requires actions from all sectors, especially the building sector …
2060. Achieving this target requires actions from all sectors, especially the building sector …
Automatic generation and simulation of urban building energy models based on city datasets for city-scale building retrofit analysis
Abstract Buildings in cities consume 30–70% of total primary energy, and improving building
energy efficiency is one of the key strategies towards sustainable urbanization. Urban …
energy efficiency is one of the key strategies towards sustainable urbanization. Urban …
A comprehensive overview on the data driven and large scale based approaches for forecasting of building energy demand: A review
Energy consumption models play an integral part in energy management and conservation,
as it pertains to buildings. It can assist in evaluating building energy efficiency, in carrying …
as it pertains to buildings. It can assist in evaluating building energy efficiency, in carrying …
Impact of urban form on building energy consumption and solar energy potential: A case study of residential blocks in Jianhu, China
Urban form can significantly affect building energy consumption and solar energy potential,
which is essential to sustainable urban development. However, few studies have proposed …
which is essential to sustainable urban development. However, few studies have proposed …
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 …