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Building occupancy and energy consumption: Case studies across building types

Energy and built environment, 2021-04, Vol.2 (2), p.167-174

2021

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Forecasting building occupancy: A temporal-sequential analysis and machine learning integrated approach

Energy and buildings, 2021-12, Vol.252, p.111362, Article 111362

2021

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Data requirements and performance evaluation of model predictive control in buildings: A modeling perspective

Renewable & sustainable energy reviews, 2021-05, Vol.142, p.110835, Article 110835

2021

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ROBOD, room-level occupancy and building operation dataset

Building simulation, 2022-12, Vol.15 (12), p.2127-2137

2022

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Energy flexibility quantification of a tropical net-zero office building using physically consistent neural network-based model predictive control

Advances in applied energy, 2024-07, Vol.14, p.100167, Article 100167

2024

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Comparing model predictive control and reinforcement learning for the optimal operation of building-PV-battery systems

E3S web of conferences, 2023-01, Vol.396, p.4018

2023

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Improving energy flexibility and PV self-consumption for a tropical net zero energy office building

Energy and buildings, 2023-01, Vol.278, p.112606, Article 112606

2023

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Building categorization revisited: A clustering-based approach to using smart meter data for building energy benchmarking

Applied energy, 2020-07, Vol.269, p.114920, Article 114920

2020

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Calibrating building simulation models using multi-source datasets and meta-learned Bayesian optimization

Energy and buildings, 2022-09, Vol.270, p.112278, Article 112278

2022

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A practical deep reinforcement learning framework for multivariate occupant-centric control in buildings

Applied energy, 2022-10, Vol.324, p.119742, Article 119742

2022

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Impact of occupant related data on identification and model predictive control for buildings

Applied energy, 2022-10, Vol.323, p.119580, Article 119580

2022

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Data science for building energy efficiency: A comprehensive text-mining driven review of scientific literature

Energy and buildings, 2021-07, Vol.242, p.110885, Article 110885

2021

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Automated recognition and mapping of building management system (BMS) data points for building energy modeling (BEM)

Building simulation, 2021-02, Vol.14 (1), p.43-52

2021

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Experimental evaluation of thermal adaptation and transient thermal comfort in a tropical mixed-mode ventilation context

Building and environment, 2024-01, Vol.248, p.111043, Article 111043

2024

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Data-Centric Model Predictive Control for ACMV Systems in Tropical Office Buildings

Zhan, Sicheng

2022

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From model-centric to data-centric: a practical MPC implementation framework for buildings

Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, 2022, p.270-273

2022

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Assessing Building Control Performance Using Physics-Based Simulation Models and Deep Generative Networks

2024 IEEE Conference on Control Technology and Applications (CCTA), 2024, p.547-554

2024

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High-Capacity Spatial Structured Light for Robust and Accurate Reconstruction

Sensors (Basel, Switzerland), 2023-05, Vol.23 (10), p.4685

2023

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Naked-eye sensitive detection of nanoPET by pH-responsive colorimetric method based on dual-enzyme catalysis

Environment international, 2024-04, Vol.186, p.108598-108598, Article 108598

2024

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Prediction of Alzheimer's Disease-Associated Genes by Integration of GWAS Summary Data and Expression Data

Frontiers in genetics, 2019-01, Vol.9, p.653-653

2019

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NcRNA: key and potential in hearing loss

Frontiers in neuroscience, 2024-01, Vol.17, p.1333131

2024

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Modelling and simulation of a novel secretary bird-inspired vibration isolator

Journal of physics. Conference series, 2024-06, Vol.2787 (1), p.12036

2024

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Photothermal process and its stimulate healing performance for catalyst-free OCB/epoxy vitrimer composite

Solar energy materials and solar cells, 2023-04, Vol.252, p.112204, Article 112204

2023

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Development of Ti–Zr–Mn–Cr-(V–Fe) based alloys for hydrogen feeding system in hydrogen metallurgy application

International journal of hydrogen energy, 2024-10, Vol.86, p.1376-1385

2024

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Dual-mode fluorescent and colorimetric immunoassay for the ultrasensitive detection of alpha-fetoprotein in serum samples

Analytica chimica acta, 2018-12, Vol.1038, p.112-119

2018

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Building occupancy and energy consumption: Case studies across building types

Forecasting building occupancy: A temporal-sequential analysis and machine learning integrated approach

Data requirements and performance evaluation of model predictive control in buildings: A modeling perspective

ROBOD, room-level occupancy and building operation dataset

Energy flexibility quantification of a tropical net-zero office building using physically consistent neural network-based model predictive control

Comparing model predictive control and reinforcement learning for the optimal operation of building-PV-battery systems

Improving energy flexibility and PV self-consumption for a tropical net zero energy office building

Building categorization revisited: A clustering-based approach to using smart meter data for building energy benchmarking

Calibrating building simulation models using multi-source datasets and meta-learned Bayesian optimization

A practical deep reinforcement learning framework for multivariate occupant-centric control in buildings

Impact of occupant related data on identification and model predictive control for buildings

Data science for building energy efficiency: A comprehensive text-mining driven review of scientific literature

Automated recognition and mapping of building management system (BMS) data points for building energy modeling (BEM)

Experimental evaluation of thermal adaptation and transient thermal comfort in a tropical mixed-mode ventilation context

Data-Centric Model Predictive Control for ACMV Systems in Tropical Office Buildings

From model-centric to data-centric: a practical MPC implementation framework for buildings

Assessing Building Control Performance Using Physics-Based Simulation Models and Deep Generative Networks

High-Capacity Spatial Structured Light for Robust and Accurate Reconstruction

Naked-eye sensitive detection of nanoPET by pH-responsive colorimetric method based on dual-enzyme catalysis

Prediction of Alzheimer's Disease-Associated Genes by Integration of GWAS Summary Data and Expression Data

NcRNA: key and potential in hearing loss

Modelling and simulation of a novel secretary bird-inspired vibration isolator

Photothermal process and its stimulate healing performance for catalyst-free OCB/epoxy vitrimer composite

Development of Ti–Zr–Mn–Cr-(V–Fe) based alloys for hydrogen feeding system in hydrogen metallurgy application

Dual-mode fluorescent and colorimetric immunoassay for the ultrasensitive detection of alpha-fetoprotein in serum samples

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