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The potential of remote sensing and GIS in urban building energy modelling

Energy and built environment, 2024-12, Vol.5 (6), p.957-969

2024

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PV (photovoltaics) performance evaluation and simulation-based energy yield prediction for tropical buildings

Energy (Oxford), 2014-07, Vol.71, p.588-595

2014

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A simplified tool for building layout design based on thermal comfort simulations

Frontiers of architectural research, 2017-06, Vol.6 (2), p.218-230

2017

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Systematic review of the efficacy of data-driven urban building energy models during extreme heat in cities: Current trends and future outlook

Building simulation, 2024-05, Vol.17 (5), p.695-722

2024

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Building Energy Performance Assessment Using an Easily Deployable Sensor Kit: Process, Risks, and Lessons Learned

Frontiers in built environment, 2021-02, Vol.6

2021

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Impact of Measurement Uncertainty on Building Modeling and Retrofitting Decisions

Frontiers in built environment, 2021-07, Vol.7

2021

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A review on time series forecasting techniques for building energy consumption

Renewable & sustainable energy reviews, 2017-07, Vol.74, p.902-924

2017

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A machine learning-based framework for cost-optimal building retrofit

Applied energy, 2021-07, Vol.294, p.116990, Article 116990

2021

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Unsupervised learning of energy signatures to identify the heating system and building type using smart meter data

Applied energy, 2020-04, Vol.264, p.114715, Article 114715

2020

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Early-stage design support combining machine learning and building information modelling

Automation in construction, 2022-04, Vol.136, p.104147, Article 104147

2022

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

Energy and buildings, 2018-01, Vol.159, p.228-245

2018

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Forecasting diurnal cooling energy load for institutional buildings using Artificial Neural Networks

Energy and buildings, 2016-06, Vol.121, p.284-297

2016

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Time series forecasting for building energy consumption using weighted Support Vector Regression with differential evolution optimization technique

Energy and buildings, 2016-08, Vol.126, p.94-103

2016

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Using artificial neural networks to assess HVAC related energy saving in retrofitted office buildings

Solar energy, 2018-03, Vol.163, p.32-44

2018

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k-Shape clustering algorithm for building energy usage patterns analysis and forecasting model accuracy improvement

Energy and buildings, 2017-07, Vol.146, p.27-37

2017

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Identifying temporal properties of building components and indoor environment for building performance assessment

Building and environment, 2020-01, Vol.168, p.106506, Article 106506

2020

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Occupancy-based energy consumption modelling using machine learning algorithms for institutional buildings

Energy and buildings, 2021-12, Vol.252, p.111478, Article 111478

2021

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Wireless sensor network for estimating building performance

Automation in construction, 2020-03, Vol.111, p.103043, Article 103043

2020

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Automated load disaggregation for residences with electrical resistance heating

Energy and buildings, 2019-01, Vol.182, p.61-74

2019

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Do energy performance certificates allow reliable predictions of actual energy consumption and savings? Learning from the Swiss national database

Energy and buildings, 2020-10, Vol.224, p.110235, Article 110235

2020

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Tropical climates and the interplay between IEQ and energy consumption in buildings: A review

Building and environment, 2023-08, Vol.242, p.110551, Article 110551

2023

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Evaluation of thermal comfort in a rail terminal location in India

Building and environment, 2010-11, Vol.45 (11), p.2571-2580

2010

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Energy performance model development and occupancy number identification of institutional buildings

Energy and buildings, 2016-07, Vol.123, p.192-204

2016

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Cost-optimal retrofit analysis for residential buildings

Journal of physics. Conference series, 2019-11, Vol.1343 (1), p.12030

2019

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Forecasting Energy Consumption of Institutional Buildings in Singapore

Procedia engineering, 2015, Vol.121, p.1734-1740

2015

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The potential of remote sensing and GIS in urban building energy modelling

PV (photovoltaics) performance evaluation and simulation-based energy yield prediction for tropical buildings

A simplified tool for building layout design based on thermal comfort simulations

Systematic review of the efficacy of data-driven urban building energy models during extreme heat in cities: Current trends and future outlook

Building Energy Performance Assessment Using an Easily Deployable Sensor Kit: Process, Risks, and Lessons Learned

Impact of Measurement Uncertainty on Building Modeling and Retrofitting Decisions

A review on time series forecasting techniques for building energy consumption

A machine learning-based framework for cost-optimal building retrofit

Unsupervised learning of energy signatures to identify the heating system and building type using smart meter data

Early-stage design support combining machine learning and building information modelling

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

Forecasting diurnal cooling energy load for institutional buildings using Artificial Neural Networks

Time series forecasting for building energy consumption using weighted Support Vector Regression with differential evolution optimization technique

Using artificial neural networks to assess HVAC related energy saving in retrofitted office buildings

k-Shape clustering algorithm for building energy usage patterns analysis and forecasting model accuracy improvement

Identifying temporal properties of building components and indoor environment for building performance assessment

Occupancy-based energy consumption modelling using machine learning algorithms for institutional buildings

Wireless sensor network for estimating building performance

Automated load disaggregation for residences with electrical resistance heating

Do energy performance certificates allow reliable predictions of actual energy consumption and savings? Learning from the Swiss national database

Tropical climates and the interplay between IEQ and energy consumption in buildings: A review

Evaluation of thermal comfort in a rail terminal location in India

Energy performance model development and occupancy number identification of institutional buildings

Cost-optimal retrofit analysis for residential buildings

Forecasting Energy Consumption of Institutional Buildings in Singapore

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