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Chirag Deb

National University of Singapore

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Publication

Featured researches published by Chirag Deb.

Energy and Buildings | 2016

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

Chirag Deb; Lee Siew Eang; Junjing Yang; M. Santamouris

Renewable & Sustainable Energy Reviews | 2017

A review on time series forecasting techniques for building energy consumption

Chirag Deb; Fan Zhang; Junjing Yang; Siew Eang Lee; Kwok Wei Shah

Energy and Buildings | 2016

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

Fan Zhang; Chirag Deb; Siew Eang Lee; Junjing Yang; Kwok Wei Shah

Energy | 2014

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

Esmail M. Saber; Siew Eang Lee; Sumanth Manthapuri; Wang Yi; Chirag Deb

Energy and Buildings | 2016

Energy performance model development and occupancy number identification of institutional buildings

Junjing Yang; M. Santamouris; Siew Eang Lee; Chirag Deb

Energy and Buildings | 2017

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

Junjing Yang; Chao Ning; Chirag Deb; Fan Zhang; David Cheong; Siew Eang Lee; Chandra Sekhar; Kwok Wai Tham

Procedia Engineering | 2015

Forecasting Energy Consumption of Institutional Buildings in Singapore

Chirag Deb; Lee Siew Eang; Junjing Yang; M. Santamouris

Procedia Engineering | 2015

Model Development and Comparison for the Evaluation of the Energy Performance of Three Tertiary Institutional Buildings in Singapore

Junjing Yang; M. Santamouris; Siew Eang Lee; Chirag Deb

Energy and Buildings | 2018

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

Chirag Deb; Siew Eang Lee

Solar Energy | 2018

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

Chirag Deb; Siew Eang Lee; M. Santamouris

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Siew Eang Lee

National University of Singapore

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Junjing Yang

National University of Singapore

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M. Santamouris

University of New South Wales

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Fan Zhang

National University of Singapore

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Kwok Wei Shah

National University of Singapore

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Lee Siew Eang

National University of Singapore

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Chandra Sekhar

National University of Singapore

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Chao Ning

National University of Singapore

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David Cheong

National University of Singapore

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Esmail M. Saber

National University of Singapore

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