Transfer learning for end-product quality prediction of batch processes using domain-adaption joint-Y PLS R Jia, S Zhang, F You Computers & Chemical Engineering 140, 106943, 2020 | 31 | 2020 |
A safe reinforcement learning-based charging strategy for electric vehicles in residential microgrid S Zhang, R Jia, H Pan, Y Cao Applied Energy 348, 121490, 2023 | 16 | 2023 |
Nonlinear soft sensor development for industrial thickeners using domain transfer functional-link neural network R Jia, S Zhang, F You Control Engineering Practice 113, 104853, 2021 | 15 | 2021 |
Data-driven robust optimization based on principle component analysis and cutting plane methods S Zhang, R Jia, D He, F Chu Industrial & Engineering Chemistry Research 61 (5), 2167-2182, 2022 | 11 | 2022 |
A general data-driven nonlinear robust optimization framework based on statistic limit and principal component analysis S Zhang, R Jia, D He, F Chu, Z Mao Computers & Chemical Engineering 160, 107707, 2022 | 6 | 2022 |
A chance‐constrained tube‐based model predictive control for tracking linear systems using data‐driven uncertainty sets S Zhang, R Jia, D He, F Chu International Journal of Robust and Nonlinear Control 34 (2), 969-995, 2024 | 2 | 2024 |
Data-Driven Tube-based Model Predictive Control of an Industrial Thickener R Jia, S Zhang, Z Li, K Li 2022 4th International Conference on Industrial Artificial Intelligence (IAI …, 2022 | 2 | 2022 |
Stable Predictive Control of Continuous Stirred-tank Reactors Using Deep Learning S Zhang, R Jia, Y Cao, D He, F Yu Information Sciences, 120970, 2024 | | 2024 |
Soft Sensor Development for Industrial Thickener using Neural Ordinary Differential Equation R Jia, W Zhang, S Zhang, J Zheng, F Yu, K Li 2024 36th Chinese Control and Decision Conference (CCDC), 59-64, 2024 | | 2024 |
Robust coordinated optimization of the thickening-dewatering process under uncertain feeding conditions R Jia, S Cheng, S Zhang, K Li, F Yu Chemical Engineering Research and Design 202, 103-114, 2024 | | 2024 |
Collaborative Optimization Framework for the Industrial Thickening-Dewatering Process Based on Mixed Integer Linear Programming S Zhang, R Jia, H Pan, D He, K Li IEEE Transactions on Instrumentation and Measurement, 2023 | | 2023 |
Data-Driven Nonlinear Robust Optimization for Gold Cyanidation Leaching Process S Zhang, R Jia, W Zhang, H Chen 2021 33rd Chinese Control and Decision Conference (CCDC), 2797-2802, 2021 | | 2021 |