Runda Jia

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 11

Top Topics

Principal Component Analysis

Reinforcement Learning

Predictive Control

Top Venues

Comput. Chem. Eng.

IEEE Trans. Control. Syst. Technol.

Publications

Jun Zheng, Runda Jia, Shaoning Liu, Dakuo He, Kang Li, Fuli Wang
Sample-efficient reinforcement learning with knowledge-embedded hybrid model for optimal control of mining industry. Expert Syst. Appl. 254 (2024)
Shulei Zhang, Runda Jia, Yankai Cao, Dakuo He, Feng Yu
Stable predictive control of continuous stirred-tank reactors using deep learning. Inf. Sci. 678 (2024)
Runda Jia, Fengqi You
Application of Robust Model Predictive Control Using Principal Component Analysis to an Industrial Thickener. IEEE Trans. Control. Syst. Technol. 32 (3) (2024)
Jun Zheng, Runda Jia, Shaoning Liu, Dakuo He, Kang Li, Fuli Wang
Safe reinforcement learning for industrial optimal control: A case study from metallurgical industry. Inf. Sci. 649 (2023)
Shulei Zhang, Runda Jia, Hengxin Pan, Dakuo He, Kang Li
Collaborative Optimization Framework for the Industrial Thickening-Dewatering Process Based on Mixed Integer Linear Programming. IEEE Trans. Instrum. Meas. 72 (2023)
Shulei Zhang, Runda Jia, Dakuo He, Fei Chu, Zhizhong Mao
A general data-driven nonlinear robust optimization framework based on statistic limit and principal component analysis. Comput. Chem. Eng. 160 (2022)
Fei Chu, Xiang Cheng, Chuang Peng, Runda Jia, Tao Chen, Qinglai Wei
A process transfer model-based optimal compensation control strategy for batch process using just-in-time learning and trust region method. J. Frankl. Inst. 358 (1) (2021)
Runda Jia, Shulei Zhang, Fengqi You
Transfer learning for end-product quality prediction of batch processes using domain-adaption joint-Y PLS. Comput. Chem. Eng. 140 (2020)
Xiaolong Chen, Zhizhong Mao, Runda Jia, Shuning Zhang
Ensemble regularized local finite impulse response models and soft sensor application in nonlinear dynamic industrial processes. Appl. Soft Comput. 85 (2019)
Zhang Jun, Yan Hua, Hong-Xia Yu, Zhong-Da Tian, Runda Jia
Gold Recovery Modeling Based on Interval Prediction for a Gold Cyanidation Leaching Plant. IEEE Access 7 (2019)
Fei Chu, Bangwu Dai, Wei Dai, Runda Jia, Xiaoping Ma, Fuli Wang
Rapid Modeling Method for Performance Prediction of Centrifugal Compressor Based on Model Migration and SVM. IEEE Access 5 (2017)
Shuning Zhang, Fuli Wang, Dakuo He, Runda Jia
Real-time product quality control for batch processes based on stacked least-squares support vector regression models. Comput. Chem. Eng. 36 (2012)