A data-driven approach for multi-scale GIS-based building energy modeling for analysis, planning and support decision making

A data-driven approach to optimize urban scale energy retrofit decisions for residential buildings

(2020) Usman Ali et al.   APPLIED ENERGY

A review of the-state-of-the-art in data-driven approaches for building energy prediction

(2020) Ying Sun et al.   ENERGY AND BUILDINGS

Modelling Urban Housing Stocks for Building Energy Simulation using CityGML EnergyADE

(2019) Julian F. Rosser et al.   ISPRS International Journal of Geo-Information

Modeling the effect of climate change on building energy demand in Los Angeles county by using a GIS-based high spatial- and temporal-resolution approach

(2019) Yuanfan Zheng et al.   ENERGY

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

(2019) Narjes Abbasabadi et al.   BUILDING AND ENVIRONMENT

The effect of neighbourhood-level urban form on residential building energy use: A GIS-based model using building energy benchmarking data in Seattle

(2019) YongJin Ahn et al.   ENERGY AND BUILDINGS

A data-driven approach for multi-scale building archetypes development

(2019) Usman Ali et al.   ENERGY AND BUILDINGS

Ten questions on urban building energy modeling

(2019) Tianzhen Hong et al.   BUILDING AND ENVIRONMENT

Data-driven Urban Energy Simulation (DUE-S): A framework for integrating engineering simulation and machine learning methods in a multi-scale urban energy modeling workflow

(2018) Alex Nutkiewicz et al.   APPLIED ENERGY

A multi-criteria GIS based model for wind farm site selection using interval type-2 fuzzy analytic hierarchy process: The case study of Nigeria

(2018) T.R. Ayodele et al.   APPLIED ENERGY

Residential Electricity Consumption Level Impact Factor Analysis Based on Wrapper Feature Selection and Multinomial Logistic Regression

(2018) Fei Wang et al.   Energies

Definition of a useful minimal-set of accurately-specified input data for Building Energy Performance Simulation

(2018) James Egan et al.   ENERGY AND BUILDINGS

A review of data-driven approaches for prediction and classification of building energy consumption

(2018) Yixuan Wei et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A review of data-driven building energy consumption prediction studies

(2018) Kadir Amasyali et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A GIS-based model to assess buildings energy consumption and usable solar energy potential in urban areas

(2018) Daniele Groppi et al.   Sustainable Cities and Society

A GIS-statistical approach for assessing built environment energy use at urban scale

(2018) Sara Torabi Moghadam et al.   Sustainable Cities and Society

Automated urban energy system modeling and thermal building simulation based on OpenStreetMap data sets

(2018) Jan Schiefelbein et al.   BUILDING AND ENVIRONMENT

Geospatial multi-criteria analysis for identifying high priority clean energy investment opportunities: A case study on land-use conflict in Bangladesh

(2018) Kenji Shiraishi et al.   APPLIED ENERGY

Modeling urban building energy use: A review of modeling approaches and procedures

(2017) Wenliang Li et al.   ENERGY

Estimation of the building energy use intensity in the urban scale by integrating GIS and big data technology

(2016) Jun Ma et al.   APPLIED ENERGY

Urban building energy modeling – A review of a nascent field

(2016) Christoph F. Reinhart et al.   BUILDING AND ENVIRONMENT

Modeling Boston: A workflow for the efficient generation and maintenance of urban building energy models from existing geospatial datasets

(2016) Carlos Cerezo Davila et al.   ENERGY

Building energy-consumption status worldwide and the state-of-the-art technologies for zero-energy buildings during the past decade

(2016) Xiaodong Cao et al.   ENERGY AND BUILDINGS

City Energy Analyst (CEA): Integrated framework for analysis and optimization of building energy systems in neighborhoods and city districts

(2016) Jimeno A. Fonseca et al.   ENERGY AND BUILDINGS

Using an Optimized Chinese Address Matching Method to Develop a Geocoding Service: A Case Study of Shenzhen, China

(2016) Qin Tian et al.   ISPRS International Journal of Geo-Information

Integrated model for characterization of spatiotemporal building energy consumption patterns in neighborhoods and city districts

(2015) Jimeno A. Fonseca et al.   APPLIED ENERGY

Combining GIS-based statistical and engineering urban heat consumption models: Towards a new framework for multi-scale policy support

(2015) Romain Nouvel et al.   ENERGY AND BUILDINGS

Using census and administrative records to identify the location and occupancy type of energy inefficient residential properties

(2015) John Curtis et al.   Sustainable Cities and Society

Estimating energy savings for the residential building stock of an entire city: A GIS-based statistical downscaling approach applied to Rotterdam

(2014) Alessio Mastrucci et al.   ENERGY AND BUILDINGS

Adapting a GIS-based multicriteria decision analysis approach for evaluating new power generating sites

(2011) Olufemi A. Omitaomu et al.   APPLIED ENERGY

Spatial distribution of urban building energy consumption by end use

(2011) B. Howard et al.   ENERGY AND BUILDINGS