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

Temporary reduction in daily global CO2 emissions during the COVID-19 forced confinement

(2020) Corinne Le Quéré et al.   Nature Climate Change

A framework for using calibrated campus-wide building energy models for continuous planning and greenhouse gas emissions reduction tracking

(2019) Shreshth Nagpal et al.   APPLIED ENERGY

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

(2019) Rasmus Elbæk Hedegaard et al.   APPLIED ENERGY

Data-driven Building Archetypes for Urban Building Energy Modelling

(2019) Oleksii Pasichnyi et al.   ENERGY

Clustering-Based Residential Baseline Estimation: A Probabilistic Perspective

(2019) Mingyang Sun et al.   IEEE Transactions on Smart Grid

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

Occupancy-based buildings-to-grid integration framework for smart and connected communities

(2018) Bing Dong et al.   APPLIED ENERGY

Impacts of building geometry modeling methods on the simulation results of urban building energy models

(2018) Yixing Chen et al.   APPLIED ENERGY

Hierarchical calibration of archetypes for urban building energy modeling

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

Determining key variables influencing energy consumption in office buildings through cluster analysis of pre- and post-retrofit building data

(2018) Chirag Deb et al.   ENERGY AND BUILDINGS

A review on occupant behavior in urban building energy models

(2018) Gabriel Happle et al.   ENERGY AND BUILDINGS

A methodology for auto-calibrating urban building energy models using surrogate modeling techniques

(2018) Shreshth Nagpal et al.   Journal of Building Performance Simulation

Model predictive control for building loads connected with a residential distribution grid

(2018) Amin Mirakhorli et al.   APPLIED ENERGY

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

(2017) P. Nageler et al.   ENERGY

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

(2017) Julia Sokol et al.   ENERGY AND BUILDINGS

Comparison of four building archetype characterization methods in urban building energy modeling (UBEM): A residential case study in Kuwait City

(2017) Carlos Cerezo et al.   ENERGY AND BUILDINGS

Quantifying flexibility of commercial and residential loads for demand response using setpoint changes

(2016) Rongxin Yin 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

Linking measurements and models in commercial buildings: A case study for model calibration and demand response strategy evaluation

(2016) Rongxin Yin et al.   ENERGY AND BUILDINGS

A Cluster-Based Method for Calculating Baselines for Residential Loads

(2016) Yi Zhang et al.   IEEE Transactions on Smart Grid

A clustering approach to domestic electricity load profile characterisation using smart metering data

(2015) Fintan McLoughlin et al.   APPLIED ENERGY

Why is the reliability of building simulation limited as a tool for evaluating energy conservation measures?

(2015) Nan Li et al.   APPLIED ENERGY

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

Autozoner: an algorithm for automatic thermal zoning of buildings with unknown interior space definitions

(2015) Timur Dogan et al.   Journal of Building Performance Simulation

Clustering analysis of residential electricity demand profiles

(2014) Joshua D. Rhodes et al.   APPLIED ENERGY

Optimizing commercial building participation in energy and ancillary service markets

(2014) Gregory S. Pavlak et al.   ENERGY AND BUILDINGS

A review of methods to match building energy simulation models to measured data

(2014) Daniel Coakley et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Model Development and Identification for Fast Demand Response in Commercial HVAC Systems

(2014) Gary Goddard et al.   IEEE Transactions on Smart Grid

Transforming existing weather data for worldwide locations to enable energy and building performance simulation under future climates

(2013) Mark F. Jentsch et al.   RENEWABLE ENERGY

Inter-building effect: Simulating the impact of a network of buildings on the accuracy of building energy performance predictions

(2012) Anna Laura Pisello et al.   BUILDING AND ENVIRONMENT

The potential for avoided emissions from photovoltaic electricity in the United States

(2012) Pei Zhai et al.   ENERGY

The urban weather generator

(2012) Bruno Bueno et al.   Journal of Building Performance Simulation

Grid Integration of Electric Vehicles and Demand Response With Customer Choice

(2012) Shengnan Shao et al.   IEEE Transactions on Smart Grid

An Algorithm for Intelligent Home Energy Management and Demand Response Analysis

(2012) Manisa Pipattanasomporn et al.   IEEE Transactions on Smart Grid

Evaluation of CCHP systems performance based on operational cost, primary energy consumption, and carbon dioxide emission by utilizing an optimal operation scheme

(2009) Heejin Cho et al.   APPLIED ENERGY

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

Using building energy simulation and geospatial modeling techniques to determine high resolution building sector energy consumption profiles

(2008) Shem Heiple et al.   ENERGY AND BUILDINGS

A review on buildings energy consumption information

(2007) Luis Pérez-Lombard et al.   ENERGY AND BUILDINGS