教育背景
工作经历
项目课题经历
复杂石化过程数据和领域知识融合的能效评价与系统优化理论及关键技术
复杂过程系统虚拟样本生成方法研究
复杂过程报警系统建模与优化复杂过程系统的递阶神经网络结构研究
面向过程工业节能降耗优化操作的可拓工程方法
过程工业中的知识发现/数据挖掘的研究
化工过程BENCHMARK问题的神经网络控制研究
气固相催化反应器在线智能优化控制系统的研究
基于数据挖掘的炼铁全流程能耗实时监测技术
基于数据挖掘和系统仿真技术的流程工业故障诊断系统
基于数据挖掘技术的乙烯裂解炉在线优化操作
聚乙烯厂高密度聚乙烯装置串级反应优ᠦ
论文、成果、著作等
Zhu Q X, Luo Y, He Y L. Novel Distributed Alarm Visual Analysis Using Multicorrelation Block-Based PLS and Its Application to Online Root Cause Analysis[J]. Industrial &Engineering Chemistry Research, 2019, 58(45), 20655-20666.
2.Yuan Xu, Sheng-Qi Shen, Yan-Lin He*, Qun-Xiong Zhu*. A Novel Hybrid Method Integrating ICA-PCA With Relevant Vector Machine for Multivariate Process Monitoring[J]. IEEE Transactions on Control Systems Technology, 2019, 27(4): 1780-1787
3.Qun-Xiong Zhu, Zhong-Sheng Chen, Xiao-Han Zhang, Abbas Rajabifard, Yuan Xu*, Yiqun Chen, Dealing with small sample size problems in process industry using virtual sample generation: a Kriging-based approach, Soft Computing, 2019, Sep 25:1-14
4.Zhu Q X, Luo Y, He Y L. Novel Multiblock Transfer Entropy Based Bayesian Network and Its Application to Root Cause Analysis[J]. Industrial &Engineering Chemistry Research, 2019, 58(12): 4936-4945
5.Meng Q Q, Zhu Q X#, Gao H H, He Y L*, Xu Y*. A novel scoring function based on family transfer entropy for Bayesian networks learning and its application to industrial alarm systems[J]. Journal of Process Control, 2019, 76: 122-132
6.YuanXu,HanJiang,WeiZhang,AbbasRajabifard,NengchengChen,YiqunChen,YanlinHe,QunxiongZhu*. Prediction intervals based soft sensor development using fuzzy information granulation and an improved recurrent ELM[J]. Chemometrics and Intelligent Laboratory Systems, 2019, Volume 195, 103877
7.Yunfei Cui, Yongming Han, Zhiqiang Geng*; Qunxiong Zhu*, Jinzhen Fan, Production Optimization and Energy Saving of Complex Chemical Processes using Novel Competing Evolutionary Membrane Algorithm: Emphasis on Ethylene Cracking[J]. Energy Conversion and Management, 2019, 196, 311–319
8.He Y L, Yan X, Zhu Q X*. Novel Pattern Recognition Using Bootstrap-Based Discriminant Locality-Preserving Projection and Its Application to Fault Diagnosis[J]. Industrial &Engineering Chemistry Research, 2019, 58(38): 17906-17917
9.Yongming Han#, Chang Long, Zhiqiang Geng*, Qunxiong Zhu*, Yanhua Zhong. A novel DEACM integrating Affinity Propagation for performance evaluation and energy optimization modeling: Application to complex petrochemical. Energy Conversion and Management, 2019, 183, 349–359.
10.Jun Wang,Yan-Lin He*, Qun-Xiong Zhu*. Energy and Production Efficiency Optimization of an Ethylene Plant Considering Process Operation and Structure[J]. Ind. Eng. Chem. Res. 2020, 59(3): 1202-1217
专利、著作版权等
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