Profitability related industrial-scale batch processes monitoring via deep learning based soft sensor development C Ji, F Ma, J Wang, W Sun Computers & Chemical Engineering 170, 108125, 2023 | 34 | 2023 |
Modeling the spread of epidemics based on cellular automata J Dai, C Zhai, J Ai, J Ma, J Wang, W Sun Processes 9 (1), 55, 2020 | 33 | 2020 |
Data-based health indicator extraction for battery SOH estimation via deep learning T Tao, C Ji, J Dai, J Rao, J Wang, W Sun, J Romagnoli Journal of Energy Storage 78, 109982, 2024 | 21 | 2024 |
Statistical method based on dissimilarity of variable correlations for multimode chemical process monitoring with transitions C Ji, F Ma, J Wang, W Sun, X Zhu Process Safety and Environmental Protection 162, 649-662, 2022 | 20 | 2022 |
Real-time industrial process fault diagnosis based on time delayed mutual information analysis C Ji, F Ma, J Wang, J Wang, W Sun Processes 9 (6), 1027, 2021 | 20 | 2021 |
Optimization of distillation sequences with nonsharp separation columns X Wang, Z Du, Y Zhang, J Wang, J Wang, W Sun Processes 7 (6), 323, 2019 | 16 | 2019 |
Early identification of process deviation based on convolutional neural network F Ma, C Ji, J Wang, W Sun Chinese Journal of Chemical Engineering 56, 104-118, 2023 | 11 | 2023 |
Nonstationary process monitoring based on cointegration theory and multiple order moments J Wen, Y Li, J Wang, W Sun Processes 10 (1), 169, 2022 | 10 | 2022 |
Industrial application of data-driven process monitoring with an automatic selection strategy for modeling data W Sun, Z Zhou, F Ma, J Wang, C Ji Processes 11 (2), 402, 2023 | 9 | 2023 |
Early identification of abnormal deviations in nonstationary processes by removing non-stationarity C Ji, F Ma, J Wang, W Sun Computer Aided Chemical Engineering 49, 1393-1398, 2022 | 9 | 2022 |
Spatial correlation extraction for chemical process fault detection using image enhancement technique aided convolutional autoencoder F Ma, C Ji, M Xu, J Wang, W Sun Chemical Engineering Science 278, 118900, 2023 | 8 | 2023 |
自由基聚合反应过程的超实时动态模拟 王健红, 施宝昌, 魏杰, 丁忠伟, 王璟德 化工进展, 36-38, 1997 | 8 | 1997 |
Fault detection method based on global-local marginal discriminant preserving projection for chemical process Y Li, F Ma, C Ji, J Wang, W Sun Processes 10 (1), 122, 2022 | 7 | 2022 |
Support vector regression based on maximal information coefficient and its application in chemical industrial processes J GU, M XU, F MA, Z LIN, C JI, J WANG, W SUN CIESC Journal 72 (3), 1480, 2021 | 7 | 2021 |
Fault Propagation Path Inference in a Complex Chemical Process Based on Time-delayed Mutual Information Analysis C Ji, F Ma, X Zhu, J Wang, W Sun Computer Aided Chemical Engineering 48, 1165-1170, 2020 | 7 | 2020 |
Nonstationary process monitoring based on alternating conditional expectation and cointegration analysis J Rao, C Ji, J Wen, J Wang, W Sun Processes 10 (10), 2003, 2022 | 6 | 2022 |
基于 MIC 的支持向量回归及其在化工过程中的应用 顾俊发, 许明阳, 马方圆, 林治宇, 纪成, 王璟德, 孙巍 化工学报 72 (3), 1480, 2021 | 6 | 2021 |
Fault Diagnosis Algorithm of Chemical Process Based on Information Entropy. C Ji, X Zhu, F Ma, J Wang, W Sun CET Journal-Chemical Engineering Transactions 81, 2020 | 5 | 2020 |
Study on the distillation sequence with dividing wall column for five-component separations Y Zhang, J Wang, X Liu, M Zhang, M Zhang, W Sun Computer Aided Chemical Engineering 44, 1441-1446, 2018 | 5 | 2018 |
A review on lithium-ion battery modeling from mechanism-based and data-driven perspectives C Ji, J Dai, C Zhai, J Wang, Y Tian, W Sun Processes 12 (9), 1871, 2024 | 4 | 2024 |