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Energy consumption disaggregation in commercial buildings: a time series decomposition approach

HVAC&R research, 2024-07, Vol.30 (6), p.660-674

2024

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An inquiry into the effect of thermal energy meter density and configuration on load disaggregation accuracy

HVAC&R research, 2023-04, Vol.29 (4), p.424-441

2023

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Optimal design and operation of building services using mixed-integer linear programming techniques

Energy (Oxford), 2013-09, Vol.59, p.365-376

2013

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Deriving sequences of operation for air handling units through building performance optimization

Journal of building performance simulation, 2020-09, Vol.13 (5), p.501-515

2020

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Unsupervised learning of load signatures to estimate energy-related building features using surrogate modelling techniques

Building simulation, 2023-07, Vol.16 (7), p.1273-1286

2023

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How Building Energy Use Reacted to Variable Occupancy Pre- and Post- COVID-19 Pandemic—Sensitivity Analysis of 35 Commercial Buildings in Canada

Buildings (Basel), 2023-08, Vol.13 (9), p.2160

2023

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Data-driven short-term load forecasting for heating and cooling demand in office buildings

Journal of physics. Conference series, 2019-11, Vol.1343 (1), p.12038

2019

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Contribution of Model Predictive Control in the Integration of Renewable Energy Sources within the Built Environment

Frontiers in energy research, 2018-05, Vol.6

2018

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Model-based optimization of distributed and renewable energy systems in buildings

Energy and buildings, 2016-05, Vol.120, p.103-113

2016

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Multi-objective, multi-period optimization of district energy systems: IV – A case study

Energy (Oxford), 2015-05, Vol.84, p.365-381

2015

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Disaggregation of electricity and heating consumption in commercial buildings with building automation system data

Energy and buildings, 2022-03, Vol.258, p.111791, Article 111791

2022

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Opportunistic occupancy-count estimation using sensor fusion: A case study

Building and environment, 2019-07, Vol.159, p.106154, Article 106154

2019

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EKF based self-adaptive thermal model for a passive house

Energy and buildings, 2014-01, Vol.68, p.811-817

2014

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Modelling and analysis of unsolicited temperature setpoint change requests in office buildings

Building and environment, 2018-04, Vol.133, p.203-212

2018

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Clustering and motif identification for occupancy-centric control of an air handling unit

Energy and buildings, 2020-09, Vol.223, p.110179, Article 110179

2020

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Detection and interpretation of anomalies in building energy use through inverse modeling

HVAC&R research, 2019-04, Vol.25 (4), p.488-503

2019

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Sensitivity analysis for robust design of building energy systems

Energy (Oxford), 2014-11, Vol.76, p.264-275

2014

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Effect of Thermal Energy Meter Density and Configuration on Disaggregation Accuracy

Proceedings of the 5th International Conference on Building Energy and Environment, 2023, p.1467-1476

2023

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Estimating the Potential for Thermal Load Management in Buildings at a Large Scale: Overcoming Challenges Towards a Replicable Methodology

Energy procedia, 2017-03, Vol.111, p.740-749

2017

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Optimal design and operation of building services using mixed-integer

Energy (Oxford), 2013-09, Vol.59, p.365-376

2013

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Disaggregating Building-Level Occupancy into Zone-Level Occupant Counts Using Sensor Fusion

Proceedings of the 5th International Conference on Building Energy and Environment, 2023, p.1913-1924

2023

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Targeting Optimal Design and Operation of Solar Heated Industrial Processes: A MILP Formulation

Energy procedia, 2016-01, Vol.91, p.668-680

2016

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Unsupervised energy disaggregation using time series decomposition for commercial buildings

Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, 2022, p.373-377

2022

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Distributed model predictive control of energy systems in microgrids

2016 Annual IEEE Systems Conference (SysCon), 2016, p.1-6

2016

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Development of a clustering-based morning start time estimation algorithm for space heating and cooling

Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, 2019, p.297-305

2019

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Energy consumption disaggregation in commercial buildings: a time series decomposition approach

An inquiry into the effect of thermal energy meter density and configuration on load disaggregation accuracy

Optimal design and operation of building services using mixed-integer linear programming techniques

Deriving sequences of operation for air handling units through building performance optimization

Unsupervised learning of load signatures to estimate energy-related building features using surrogate modelling techniques

How Building Energy Use Reacted to Variable Occupancy Pre- and Post- COVID-19 Pandemic—Sensitivity Analysis of 35 Commercial Buildings in Canada

Data-driven short-term load forecasting for heating and cooling demand in office buildings

Contribution of Model Predictive Control in the Integration of Renewable Energy Sources within the Built Environment

Model-based optimization of distributed and renewable energy systems in buildings

Multi-objective, multi-period optimization of district energy systems: IV – A case study

Disaggregation of electricity and heating consumption in commercial buildings with building automation system data

Opportunistic occupancy-count estimation using sensor fusion: A case study

EKF based self-adaptive thermal model for a passive house

Modelling and analysis of unsolicited temperature setpoint change requests in office buildings

Clustering and motif identification for occupancy-centric control of an air handling unit

Detection and interpretation of anomalies in building energy use through inverse modeling

Sensitivity analysis for robust design of building energy systems

Effect of Thermal Energy Meter Density and Configuration on Disaggregation Accuracy

Estimating the Potential for Thermal Load Management in Buildings at a Large Scale: Overcoming Challenges Towards a Replicable Methodology

Optimal design and operation of building services using mixed-integer

Disaggregating Building-Level Occupancy into Zone-Level Occupant Counts Using Sensor Fusion

Targeting Optimal Design and Operation of Solar Heated Industrial Processes: A MILP Formulation

Unsupervised energy disaggregation using time series decomposition for commercial buildings

Distributed model predictive control of energy systems in microgrids

Development of a clustering-based morning start time estimation algorithm for space heating and cooling

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