| 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 | 134 | 2023 |
| Encyclopedia of systems and control J Baillieul, T Samad Springer International Publishing, 2021 | 100 | 2021 |
| A new simplified modeling method for model predictive control in a medium-sized commercial building: A case study J Zhuang, Y Chen, X Chen Building and Environment 127, 1-12, 2018 | 41 | 2018 |
| Development of a unified taxonomy for hvac system faults Y Chen, G Lin, E Crowe, J Granderson Energies 14 (17), 5581, 2021 | 35 | 2021 |
| Using discrete Bayesian networks for diagnosing and isolating cross-level faults in HVAC systems Y Chen, J Wen, O Pradhan, LJ Lo, T Wu Applied Energy 327, 120050, 2022 | 27 | 2022 |
| Building cooling load prediction based on time series method and neural networks J Zhuang, Y Chen, X Shi, D Wei International Journal of Grid and Distributed Computing 8 (4), 105-114, 2015 | 27 | 2015 |
| A whole building fault detection using weather based pattern matching and feature based PCA method Y Chen, J Wen 2017 IEEE International Conference on Big Data (Big Data), 4050-4057, 2017 | 26 | 2017 |
| Development and implementation of fault-correction algorithms in fault detection and diagnostics tools G Lin, M Pritoni, Y Chen, J Granderson Energies 13 (10), 2598, 2020 | 25 | 2020 |
| From fault-detection to automated fault correction: A field study M Pritoni, G Lin, Y Chen, R Vitti, C Weyandt, J Granderson Building and Environment 214, 108900, 2022 | 24 | 2022 |
| Research challenges and directions in HVAC fault prevalence J Kim, K Trenbath, J Granderson, Y Chen, E Crowe, H Reeve, S Newman, ... Science and Technology for the Built Environment 27 (5), 624-640, 2021 | 23 | 2021 |
| 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 | 19 | 2022 |
| Using weather and schedule-based pattern matching and feature-based principal component analysis for whole building fault detection—Part I development of the method Y Chen, J Wen, J Lo Journal of Engineering for Sustainable Buildings and Cities 3 (1), 011001, 2022 | 17* | 2022 |
| 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 | 16 | 2023 |
| Bayesian networks for whole building level fault diagnosis and isolation Y Chen, J Wen, T Chen, O Pradhan | 15 | 2018 |
| 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 | 12 | 2022 |
| Whole building system fault detection based on weather pattern matching and PCA method Y Chen, J Wen 2017 3rd IEEE International Conference on Control Science and Systems …, 2017 | 12 | 2017 |
| Research on electrical engineering education program for undergraduates at University of Minnesota of USA Y Chen, H Ma, M Zhang Experimental Technology and Management 29 (12), 183-186, 2012 | 11* | 2012 |
| Cascade control for supply air temperature in a variable air volume system J Zhuang, Y Chen, J Wu IOP Conference Series: Earth and Environmental Science 238 (1), 012021, 2019 | 10 | 2019 |
| Using Weather and Schedule based Pattern Matching and Feature based PCA for Whole Building Fault Detection—Part II Field Evaluation Y Chen, J Wen, LJ Lo ASME Journal of Engineering for Sustainable Buildings and Cities 3, 1-16, 2022 | 9 | 2022 |
| Dynamic bayesian network-based fault diagnosis for ASHRAE guideline 36: high performance sequence of operation for HVAC systems O Pradhan, J Wen, Y Chen, X Lu, M Chu, Y Fu, Z O'Neill, T Wu, ... Proceedings of the 8th ACM International Conference on Systems for Energy …, 2021 | 9 | 2021 |