教育背景
2000.09-2004.06 大连理工大学电子与信息工程学院自动化专业学士学位
2004.09-2007.01 大连理工大学电子与信息工程学院控制理论与控制工程专业硕士学位
2007.03-2011.01东北大学信息科学与工程学院控制理论与控制工程专业博士学位
工作经历
2011.01-2016.12 东北大学信息科学与工程学院讲师
2019.11-2020.10 康奈尔大学化学与生物分子工程学院访问学者
2017.01至今东北大学信息科学与工程学院副教授
项目课题经历
项目
1. 基于数据与知识驱动的间歇过程成品质量智能控制方法的研究及应用,国家自然科学基金委,61873049,2019.01-2020.12,66万
2. 基于混合模型的间歇过程动态实时优化方法的研究,国家自然科学基金委,61203103,2013.01-2015.12,23万
3. 基于潜变量迁移模型的复杂工业新过程实时优化方法的研究,国家自然科学基金委,61503384,2016.01-2018.12,4万
4. 基于数据驱动的复杂工业过程异常工况识别与自愈控制方法,教育部,N1807040ᠦ
论文、成果、著作等
期刊论文
1. Runda Jia, Bin Zhang, Dakuo He, Zhizhong Mao, Fei Chu. Data-driven-based self-healing control of abnormal feeding conditions inthickening–dewatering process, Minerals Engineering, 2020, 146, 106141.
2. Runda Jia, Zhizhong Mao, Dakuo He, Fei Chu. Hierarchical batch-to-batch optimization of cobalt oxalate synthesis process based on data-driven model, Chemical Engineering Research and Design, 2019, 144, 185-197.
3. Runda Jia, Zhizhong Mao, Fuli Wang. Combining just-in-time modeling and batch-wise unfolded PLS model for the derivative-free batch-to-batch optimization, Canadian Journal of Chemical Engineering, 2018, 96, 1156-1167.
4. Runda Jia, Zhizhong Mao, Fuli Wang, Dakuo He. Sequential and orthogonalized partial least-Squares model based real-time final quality control strategy for batch processes, Industrial & EngineeringChemistryResearch, 2016, 55, 5654-5669.
5. Runda Jia, Zhizhong Mao, Fuli Wang. Self-correcting modifier-adaptation strategy for batch-to-batch optimization based on batch wise-wise unfolded PLS model, Canadian Journal of Chemical Engineering, 2016, 94, 1770-1782.
6. Runda Jia, Zhizhong Mao, Fuli Wang, Dakuo He. Batch-to-batch optimization of cobalt oxalate synthesis process using modifier-adaptation strategy with latent variable model, Chemometrics and Intelligent Laboratory Systems, 2015, 140, 73-85.
7. Runda Jia, Zhizhong Mao, Fuli Wang, Dakuo He. Self-tuning final product quality control of batch processes using kernel latent variable model, Chemical Engineering Research and Design, 2015, 94, 119-130.
8. Runda Jia, Zhizhong Mao, Yuqing Chang, Luping Zhao. Soft-sensor for copper extraction process in cobalt hydrometallurgy based on adaptive hybrid model, Chemical Engineering Research and Design, 2011, 89, 722-728.
9. Runda Jia, Zhizhong Mao, Yuqing Chang, Shuning Zhang. Kernel partial robust M-regression as a flexible robust nonlinear modeling technique, Chemometrics and Intelligent Laboratory Systems, 2010, 100, 91-98.
10.贾润达, 毛志忠, 常玉清. 基于非线性偏鲁棒M-回归的萃余液pH值软测量, 自动化学报, 2009, 35(5), 583-587.
会议论文
1. Runda Jia, Fuli Wang, Dakuo He. Robust least square support vector regression for contaminated data modeling, AsiaMIC 2013.
2. Runda Jia, Zhizhong Mao. Robust PLS model based product quality control strategy for solvent extraction process, CCDC 2013.
3. Runda Jia, Zhizhong Mao, Yuqing Chang. A nonlinear robust partial least squares method with application, CCDC 2010.
专利、著作版权等
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