| 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 | 47 | 2023 |
| 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 | 12 | 2022 |
| Bayesian Networks for Whole Building Level Fault Diagnosis and Isolation Y Chen, J Wen, T Chen, O Pradhan | 12 | 2018 |
| Real vs. simulated: Questions on the capability of simulated datasets on building fault detection for energy efficiency from a data-driven perspective J Huang, J Wen, H Yoon, O Pradhan, T Wu, Z O'Neill, KS Candan Energy and Buildings 259, 111872, 2022 | 11 | 2022 |
| Eigen-Entropy: A metric for multivariate sampling decisions J Huang, H Yoon, T Wu, KS Candan, O Pradhan, J Wen, Z O'Neill Information Sciences 619, 84-97, 2023 | 6 | 2023 |
| A cosine-based correlation information entropy approach for building automatic fault detection baseline construction J Huang, H Yoon, O Pradhan, T Wu, J Wen, Z O’neill, KS Candan Science and Technology for the Built Environment 28 (9), 1138-1149, 2022 | 6 | 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 | 5 | 2021 |
| Automatic fault detection baseline construction for building HVAC systems using joint entropy and enthalpy J Huang, H Yoon IISE Annual Virtual Conference & Expo 2021, 2021 | 3 | 2021 |
| Lagged-kNN based data imputation approach for multi-stream building systems data O PRADHAN, D HÄLLEBERG, Z CHEN, J WEN, T WU, KS CANDAN, ... 7th International High Performance Buildings Conference at Purdue, 2022 | 2 | 2022 |
| CYDRES: CYber Defense and REsilient System for securing grid-interactive efficient buildings G Li, Z O'Neill, J Wen, O Pradhan, L Ren, T Wu, V Adetola, KS Candan, ... Proceedings of the 10th ACM International Conference on Systems for Energy …, 2023 | 1 | 2023 |
| A Dynamic Bayesian Network Framework for Data-Driven Fault Diagnosis and Prognosis of Smart Building Systems OMS Pradhan Drexel University, 2023 | 1 | 2023 |
| Dynamic Bayesian Network for Fault Diagnosis. O Pradhan, J Wen, Y Chen, Z O’Neill ASHRAE Transactions 127 (2), 2021 | 1 | 2021 |
| Development and Validation of a Simulation Testbed for the Intelligent Building Agents Laboratory (IBAL) Using TRNSYS O Pradhan, A Pertzborn, L Zhang, J Wen 2020 ASHRAE Virtual Conference, 2020 | 1 | 2020 |
| A hardware-in-the-loop (HIL) testbed for cyber-physical energy systems in smart commercial buildings G Li, Z Yang, Y Fu, Z O’Neill, L Ren, O Pradhan, J Wen Science and Technology for the Built Environment, 1-18, 2024 | | 2024 |
| Dynamic Bayesian Networks for Fault Prognosis O Pradhan, J Wen, M Chu, Z O'Neill Proceedings of the 10th ACM International Conference on Systems for Energy …, 2023 | | 2023 |
| Data-Driven Smart Buildings: State-of-the-Art Review J Candanedo, D Blum, Z Chen, G Fierro, V Gori, H Johra, H Madsen, ... CSIRO, 2023 | | 2023 |
| An Entropy-Based Causality Framework for Cross-Level Faults Diagnosis and Isolation in Building Hvac Systems J Huang, N Ghalamsiah, A Patharkar, O Pradhan, M Chu, T Wu, J Wen, ... Available at SSRN 4711649, 0 | | |
