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Reinforcement learning for building controls: The opportunities and challenges

Applied energy, 2020-07, Vol.269 (C), p.115036, Article 115036

2020

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Building thermal load prediction through shallow machine learning and deep learning

Applied energy, 2020-04, Vol.263 (C), p.114683, Article 114683

2020

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A data-mining approach to discover patterns of window opening and closing behavior in offices

Building and environment, 2014-12, Vol.82 (C), p.726-739

2014

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A close look at the China Design Standard for Energy Efficiency of Public Buildings

Energy and buildings, 2009-04, Vol.41 (4), p.426-435

Hong, Tianzhen

2009

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Automatic generation and simulation of urban building energy models based on city datasets for city-scale building retrofit analysis

Applied energy, 2017-11, Vol.205 (C), p.323-335

2017

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

Applied energy, 2018-04, Vol.215 (C), p.717-735

2018

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A simulation approach to estimate energy savings potential of occupant behavior measures

Energy and buildings, 2017-02, Vol.136 (C), p.43-62

2017

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Building simulation: Ten challenges

Building simulation, 2018-10, Vol.11 (5), p.871-898

2018

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Development of city buildings dataset for urban building energy modeling

Energy and buildings, 2019-01, Vol.183, p.252-265

2019

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A novel stochastic modeling method to simulate cooling loads in residential districts

Applied energy, 2017-11, Vol.206 (C), p.134-149

2017

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An agent-based stochastic Occupancy Simulator

Building simulation, 2018-02, Vol.11 (1), p.37-49

2018

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Occupant behavior modeling for building performance simulation: Current state and future challenges

Energy and buildings, 2015-11, Vol.107 (C), p.264-278

2015

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IEA EBC Annex 66: Definition and simulation of occupant behavior in buildings

Energy and buildings, 2017-12, Vol.156 (C), p.258-270

2017

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Energy flexibility of residential buildings: A systematic review of characterization and quantification methods and applications

Advances in applied energy, 2021-08, Vol.3 (C), p.100054, Article 100054

2021

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A synthetic building operation dataset

Scientific data, 2021-08, Vol.8 (1), p.213-213, Article 213

2021

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Advances in research and applications of energy-related occupant behavior in buildings

Energy and buildings, 2016-03, Vol.116 (C), p.694-702

2016

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On variations of space-heating energy use in office buildings

Applied energy, 2013-11, Vol.111, p.515-528

2013

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An insight into actual energy use and its drivers in high-performance buildings

Applied energy, 2014-10, Vol.131 (C), p.394-410

2014

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Transfer learning for smart buildings: A critical review of algorithms, applications, and future perspectives

Advances in applied energy, 2022-02, Vol.5 (C), p.100084, Article 100084

2022

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Data and analytics to inform energy retrofit of high performance buildings

Applied energy, 2014-08, Vol.126, p.90-106

2014

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Occupant behavior models: A critical review of implementation and representation approaches in building performance simulation programs

Building simulation, 2018-02, Vol.11 (1), p.1-14

2018

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Italian prototype building models for urban scale building performance simulation

Building and environment, 2021-04, Vol.192, p.107590, Article 107590

2021

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A semantic ontology for representing and quantifying energy flexibility of buildings

Advances in applied energy, 2022-12, Vol.8 (C), p.100113, Article 100113

2022

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Quantifying the impacts of climate change and extreme climate events on energy systems

Nature energy, 2020-02, Vol.5 (2), p.150-159

2020

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Informing the planning of rotating power outages in heat waves through data analytics of connected smart thermostats for residential buildings

Environmental research letters, 2021-07, Vol.16 (7), p.74003

2021

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Reinforcement learning for building controls: The opportunities and challenges

Building thermal load prediction through shallow machine learning and deep learning

A data-mining approach to discover patterns of window opening and closing behavior in offices

A close look at the China Design Standard for Energy Efficiency of Public Buildings

Automatic generation and simulation of urban building energy models based on city datasets for city-scale building retrofit analysis

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

A simulation approach to estimate energy savings potential of occupant behavior measures

Building simulation: Ten challenges

Development of city buildings dataset for urban building energy modeling

A novel stochastic modeling method to simulate cooling loads in residential districts

An agent-based stochastic Occupancy Simulator

Occupant behavior modeling for building performance simulation: Current state and future challenges

IEA EBC Annex 66: Definition and simulation of occupant behavior in buildings

Energy flexibility of residential buildings: A systematic review of characterization and quantification methods and applications

A synthetic building operation dataset

Advances in research and applications of energy-related occupant behavior in buildings

On variations of space-heating energy use in office buildings

An insight into actual energy use and its drivers in high-performance buildings

Transfer learning for smart buildings: A critical review of algorithms, applications, and future perspectives

Data and analytics to inform energy retrofit of high performance buildings

Occupant behavior models: A critical review of implementation and representation approaches in building performance simulation programs

Italian prototype building models for urban scale building performance simulation

A semantic ontology for representing and quantifying energy flexibility of buildings

Quantifying the impacts of climate change and extreme climate events on energy systems

Informing the planning of rotating power outages in heat waves through data analytics of connected smart thermostats for residential buildings

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