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Zhelun Chen
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A review of data-driven fault detection and diagnostics for building HVAC systems
Z Chen, Z O’Neill, J Wen, O Pradhan, T Yang, X Lu, G Lin, S Miyata, S Lee, ...
Applied Energy 339, 121030, 2023
622023
A simulation-based evaluation of fan coil unit fault effects
Y Chen, G Lin, Z Chen, J Wen, J Granderson
Energy and Buildings 263, 112041, 2022
152022
Challenges and opportunities of machine learning control in building operations
L Zhang, Z Chen, X Zhang, A Pertzborn, X Jin
Building Simulation 16 (6), 831-852, 2023
112023
LBNL fault detection and diagnostics datasets
J Granderson, G Lin, Y Chen, A Casillas, P Im, S Jung, K Benne, J Ling, ...
DOE Open Energy Data Initiative (OEDI); Lawrence Berkeley National Lab.(LBNL …, 2022
72022
A labeled dataset for building HVAC systems operating in faulted and fault-free states
J Granderson, G Lin, Y Chen, A Casillas, J Wen, Z Chen, P Im, S Huang, ...
Scientific data 10 (1), 342, 2023
42023
Evaluating the performance of an Inexact Newton method with a preconditioner for dynamic building system simulation
Z Chen, J Wen, AJ Kearsley, A Pertzborn
Journal of Building Performance Simulation 15 (1), 112-127, 2022
42022
Data-Driven Smart Buildings: State-of-the-Art Review
D Blum, J Candanedo, Z Chen, G Fierro, V Gori, H Johra, H Madsen, ...
Energy in Building and Communities Programme, 103, 2023
32023
Development of a Hardware-in-the-loop Testbed for Laboratory Performance Verification of Flexible Building Equipment in Typical Commercial Buildings
Z Chen, J Wen, ST Bushby, LJ Lo, Z O'Neill, WV Payne, A Pertzborn, ...
ASHRAE Transactions 128, 2022
32022
Lagged-kNN based data imputation approach for multi-stream building systems data
O PRADHAN, D HÄLLEBERG, Z CHEN, J WEN, T WU, KS CANDAN, ...
32022
Advanced Solver Development for Large-scale Dynamic Building System Simulation
Z Chen
Drexel University, 2019
32019
Scaling Methods for Dynamic Building System Simulation in an HVACSIM+ Environment
Z Chen, J Wen, A Kearsley, A Pertzborn
Building Simulation 2017 15, 1984-1990, 2017
32017
Performance assessment of a real water source heat pump within a hardware-in-the-loop (HIL) testing environment
C Calfa, Z Yang, Y Li, Z Chen, Z O’Neill, J Wen
Science and Technology for the Built Environment 29 (10), 1011-1026, 2023
22023
LBNL fault detection and diagnostics data sets: Fan power unit
J Granderson, G Lin, Y Chen, A Casillas, J Wen, Z Chen
22022
A simulation-based method to analyze fan coil unit fault impacts
Y Chen, Z Chen, G Lin, J Wen, J Granderson
ASHRAE Transactions 128 (Part 2), 2022
22022
An Analysis of the Hybrid Internal Mass Modeling Approach in EnergyPlus
Z Chen, J Wen, ST Bushby, LJ Lo, Z O’Neill, WV Payne, A Pertzborn, ...
22022
Advancing Building Energy Modeling with Large Language Models: Exploration and Case Studies
L Zhang, Z Chen, V Ford
arXiv preprint arXiv:2402.09579, 2024
12024
Development of A Water Source Heat Pump Hardware-in-the-Loop (HIL) Testing Facility for Smart Building Applications.
C Calfa, Z Yang, Y Fu, Z Chen, Z O'Neill, J Wen
ASHRAE Transactions 128, 2022
12022
Smoothing techniques in dynamic building system simulation
Z Chen, J Wen, A Kearsley, A Pertzborn
2021 International Conference on Instrumentation, Control, and Automation …, 2021
12021
Large language model-based interpretable machine learning control in building energy systems
L Zhang, Z Chen
Energy and Buildings 313, 114278, 2024
2024
A novel evaluation method of measurement sensitivities on common faults in VAV HVAC systems
Y Chen, Z Chen, G Lin, Y Zhang, S Ye
Building and Environment, 111683, 2024
2024
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