On the accuracy of Urban Building Energy Modelling

Residential building stock model for evaluating energy retrofit programs in Saudi Arabia

(2020) Moncef Krarti et al.   ENERGY

A methodology for calibration of building energy models at district scale using clustering and surrogate techniques

(2020) Giovanni Tardioli et al.   ENERGY AND BUILDINGS

A novel residential heating consumption characterisation approach at city level from available public data: Description and case study

(2020) Jon Fernandez et al.   ENERGY AND BUILDINGS

Urban building energy modeling: State of the art and future prospects

(2020) F. Johari et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Calibrating the building energy model with the short term monitored data

(2020) Faith Tüysüz et al.   ENERGY AND BUILDINGS

From concept to application: A review of use cases in urban building energy modeling

(2020) Yu Qian Ang et al.   APPLIED ENERGY

Incorporating machine learning with building network analysis to predict multi-building energy use

(2019) Xiaodong Xu et al.   ENERGY AND BUILDINGS

Bottom-up modelling methodology for urban-scale analysis of residential space heating demand response

(2019) Rasmus Elbæk Hedegaard et al.   APPLIED ENERGY

Assessment of tools for urban energy planning

(2019) Simone Ferrari et al.   ENERGY

Modeling building resilience against extreme weather by integrated CityFFD and CityBEM simulations

(2019) Ali Katal et al.   APPLIED ENERGY

An archetype-in-neighbourhood framework for modelling cooling energy demand of a city's housing stock

(2019) Choo Yoon Yi et al.   ENERGY AND BUILDINGS

Urban energy modeling and calibration of a coastal Mediterranean city: The case of Beirut

(2019) Alaa Krayem et al.   ENERGY AND BUILDINGS

Urban building energy modeling considering the heterogeneity of HVAC system stock: A case study on Japanese office building stock

(2019) Bumjoon Kim et al.   ENERGY AND BUILDINGS

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

CESAR: A bottom-up building stock modelling tool for Switzerland to address sustainable energy transformation strategies

(2018) Danhong Wang et al.   ENERGY AND BUILDINGS

A comprehensive overview on the data driven and large scale based approaches for forecasting of building energy demand: A review

(2018) Tanveer Ahmad et al.   ENERGY AND BUILDINGS

Modelling aggregate hourly electricity consumption based on bottom-up building stock

(2018) Marta J.N. Oliveira Panão et al.   ENERGY AND BUILDINGS

Hierarchical calibration of archetypes for urban building energy modeling

(2018) Martin Heine Kristensen et al.   ENERGY AND BUILDINGS

Predicting Danish residential heating energy use from publicly available building characteristics

(2018) Martin Heine Kristensen et al.   ENERGY AND BUILDINGS

A comparison of two modeling approaches for establishing and implementing energy use reduction targets for a university campus

(2018) Shreshth Nagpal et al.   ENERGY AND BUILDINGS

Modeling the heating and cooling energy demand of urban buildings at city scale

(2018) Loïc Frayssinet et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Estimating the energy-saving potential in national building stocks – A methodology review

(2018) Morten Brøgger et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

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

Development of a dynamic external CFD and BES coupling framework for application of urban neighbourhoods energy modelling

(2018) Ruijun Zhang et al.   BUILDING AND ENVIRONMENT

Data-driven heating and cooling load predictions for non-residential buildings based on support vector machine regression and NARX Recurrent Neural Network: A comparative study on district scale

(2018) D. Koschwitz et al.   ENERGY

Comparison of Dynamic Urban Building Energy Models (UBEM): Sigmoid Energy Signature and Physical Modelling Approach

(2018) P. Nageler et al.   ENERGY AND BUILDINGS

Modelling urban energy requirements using open source data and models

(2018) Alaa Alhamwi et al.   APPLIED ENERGY

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

(2018) Jan Schiefelbein et al.   BUILDING AND ENVIRONMENT

Spatiotemporal variability in building energy use in New York City

(2017) Y. Olivo et al.   ENERGY

Novel validated method for GIS based automated dynamic urban building energy simulations

(2017) P. Nageler et al.   ENERGY

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

(2017) Wenliang Li et al.   ENERGY

A review and critique of UK housing stock energy models, modelling approaches and data sources

(2017) Gustavo Sousa et al.   ENERGY AND BUILDINGS

Validation of a Bayesian-based method for defining residential archetypes in urban building energy models

(2017) Julia Sokol et al.   ENERGY AND BUILDINGS

Bayesian calibration of building energy models with large datasets

(2017) Adrian Chong et al.   ENERGY AND BUILDINGS

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

A new method for optimizing operation of large neighborhoods of buildings using thermal simulation

(2016) Gerhard Zucker et al.   ENERGY AND BUILDINGS

A differentiated description of building-stocks for a georeferenced urban bottom-up building-stock model

(2016) Magnus Österbring et al.   ENERGY AND BUILDINGS

Energy planning and forecasting approaches for supporting physical improvement strategies in the building sector: A review

(2016) Moulay Larbi Chalal et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

A review of modelling approaches and tools for the simulation of district-scale energy systems

(2015) Jonas Allegrini et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

On the classification of large residential buildings stocks by sample typologies for energy planning purposes

(2014) Luana Filogamo et al.   APPLIED ENERGY

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

Multiple regression models to predict the annual energy consumption in the Spanish banking sector

(2012) Alfonso Aranda et al.   ENERGY AND BUILDINGS

A local-community-level, physically-based model of end-use energy consumption by Australian housing stock

(2012) Zhengen Ren et al.   ENERGY POLICY

A housing stock model of non-heating end-use energy in England verified by aggregate energy use data

(2012) Stephen Lorimer   ENERGY POLICY

A review of urban energy system models: Approaches, challenges and opportunities

(2012) James Keirstead et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Handling uncertainty in housing stock models

(2011) A.T. Booth et al.   BUILDING AND ENVIRONMENT

Calibrating whole building energy models: Detailed case study using hourly measured data

(2011) Paul Raftery et al.   ENERGY AND BUILDINGS

Spatial distribution of urban building energy consumption by end use

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

A review of bottom-up building stock models for energy consumption in the residential sector

(2010) M. Kavgic et al.   BUILDING AND ENVIRONMENT

Modeling of end-use energy consumption in the residential sector: A review of modeling techniques

(2009) Lukas G. Swan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS