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Challenges and opportunities of machine learning control in building operations

Building simulation, 2023-06, Vol.16 (6), p.831-852

2023

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Large language model-based interpretable machine learning control in building energy systems

Energy and buildings, 2024-06, Vol.313, p.114278, Article 114278

2024

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A labeled dataset for building HVAC systems operating in faulted and fault-free states

Scientific data, 2023-06, Vol.10 (1), p.342-342, Article 342

2023

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Advancing building energy modeling with large language models: Exploration and case studies

Energy and buildings, 2024-11, Vol.323, p.114788, Article 114788

2024

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A simulation-based evaluation of fan coil unit fault effects

Energy and buildings, 2022-05, Vol.263, p.112041, Article 112041

2022

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A novel evaluation method of measurement sensitivities on common faults in VAV HVAC systems

Building and environment, 2024-08, Vol.261, p.111683, Article 111683

2024

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A review of data-driven fault detection and diagnostics for building HVAC systems

Applied energy, 2023-06, Vol.339, p.121030, Article 121030

2023

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Overview of occupant-centric KPIs for building performance and their value to various building stakeholders

Energy and buildings, 2024-11, Vol.322, p.114704, Article 114704

2024

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Performance assessment of a real water source heat pump within a hardware-in-the-loop (HIL) testing environment

HVAC&R research, 2023-11, Vol.29 (10), p.1011-1026

2023

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Development of high-fidelity air handling unit fault models for FDD innovation: lessons learned and recommendations

Journal of building performance simulation, 2024-09, Vol.17 (5), p.615-630

2024

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Evaluation of data imputation approaches for multi-stream building systems data 1

Science & technology for the built environment, 2024-09, Vol.30 (8), p.1035-1048

2024

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A Highly Efficient Fully Integrated Active Rectifier for Ultrasonic Wireless Power Transfer

2022 IEEE International Symposium on Circuits and Systems (ISCAS), 2022, p.531-535

2022

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A Reconfigurable Cold-Startup SSHI Rectifier with 4X Lower Input Amplitude Requirement for Piezoelectric Energy Harvesting

2022 IEEE International Symposium on Circuits and Systems (ISCAS), 2022, p.649-653

2022

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Evaluating the performance of an Inexact Newton method with a preconditioner for dynamic building system simulation

Journal of building performance simulation, 2022-01, Vol.15 (1), p.112-127

2022

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Advanced co-simulation framework for assessing the interplay between occupant behaviors and demand flexibility in commercial buildings

HVAC&R research, 2024-10, Vol.30 (9), p.1094-1113

2024

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Evaluation of data imputation approaches for multi-stream building systems data1

HVAC&R research, 2024-09, Vol.30 (8), p.1035-1048

2024

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Advanced Solver Development for Large-scale Dynamic Building System Simulation

Chen, Zhelun

2019

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Smoothing Techniques in Dynamic Building System Simulation

2021 International Conference on Instrumentation, Control, and Automation (ICA), 2021, p.156-161

2021

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A grinding force predictive model and experimental validation for the laser-assisted grinding (LAG) process of zirconia ceramic

Journal of materials processing technology, 2022-04, Vol.302, p.117492, Article 117492

2022

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Experimental investigation into the effect of process parameters on the Inconel 718 surface integrity for abrasive waterjet peening

Surface & coatings technology, 2023-02, Vol.454, p.129186, Article 129186

2023

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Effect of TiC content on the microstructure and wear performance of in situ synthesized Ni-based composite coatings by laser direct energy deposition

Surface & coatings technology, 2022-08, Vol.444, p.128678, Article 128678

2022

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Identifying novel proteins underlying bipolar disorder via integrating pQTLs of the plasma, CSF, and brain with GWAS summary data

Translational psychiatry, 2024-08, Vol.14 (1), p.344-10

2024

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Small extracellular vesicles from hypoxia-preconditioned bone marrow mesenchymal stem cells attenuate spinal cord injury via miR-146a-5p-mediated regulation of macrophage polarization

Neural regeneration research, 2024-10, Vol.19 (10), p.2259-2269

2024

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The mechanism and machinability of laser-assisted machining zirconia ceramics

Ceramics international, 2023-06, Vol.49 (11), p.16971-16984

2023

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Effects of reductive soil disinfestation on potential pathogens and antibiotic resistance genes in soil

Journal of environmental sciences (China), 2025-04, Vol.150, p.373-384

2025

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Challenges and opportunities of machine learning control in building operations

Large language model-based interpretable machine learning control in building energy systems

A labeled dataset for building HVAC systems operating in faulted and fault-free states

Advancing building energy modeling with large language models: Exploration and case studies

A simulation-based evaluation of fan coil unit fault effects

A novel evaluation method of measurement sensitivities on common faults in VAV HVAC systems

A review of data-driven fault detection and diagnostics for building HVAC systems

Overview of occupant-centric KPIs for building performance and their value to various building stakeholders

Performance assessment of a real water source heat pump within a hardware-in-the-loop (HIL) testing environment

Development of high-fidelity air handling unit fault models for FDD innovation: lessons learned and recommendations

Evaluation of data imputation approaches for multi-stream building systems data 1

A Highly Efficient Fully Integrated Active Rectifier for Ultrasonic Wireless Power Transfer

A Reconfigurable Cold-Startup SSHI Rectifier with 4X Lower Input Amplitude Requirement for Piezoelectric Energy Harvesting

Evaluating the performance of an Inexact Newton method with a preconditioner for dynamic building system simulation

Advanced co-simulation framework for assessing the interplay between occupant behaviors and demand flexibility in commercial buildings

Evaluation of data imputation approaches for multi-stream building systems data1

Advanced Solver Development for Large-scale Dynamic Building System Simulation

Smoothing Techniques in Dynamic Building System Simulation

A grinding force predictive model and experimental validation for the laser-assisted grinding (LAG) process of zirconia ceramic

Experimental investigation into the effect of process parameters on the Inconel 718 surface integrity for abrasive waterjet peening

Effect of TiC content on the microstructure and wear performance of in situ synthesized Ni-based composite coatings by laser direct energy deposition

Identifying novel proteins underlying bipolar disorder via integrating pQTLs of the plasma, CSF, and brain with GWAS summary data

Small extracellular vesicles from hypoxia-preconditioned bone marrow mesenchymal stem cells attenuate spinal cord injury via miR-146a-5p-mediated regulation of macrophage polarization

The mechanism and machinability of laser-assisted machining zirconia ceramics

Effects of reductive soil disinfestation on potential pathogens and antibiotic resistance genes in soil

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