1. Research Content
To comprehensively use system engineering theory and methods, artificial intelligence, control science and engineering, chemical engineering, computer science and other multi-disciplinary cross, research the key scientific and engineering technology issues such as whole process modeling and simulation, digital twin, operation optimization, intelligent control and safety engineering that restrict the development of industrial process, carry out independent technological innovation to explore new technologies and methods of modern process system engineering, and achieve new breakthroughs in strengthening, optimizing, safety, energy saving and consumption reduction of production process and intelligent engineering; Develop intelligent modeling, optimization and safety control system and integration platform with independent intellectual property rights and intelligent organization that is suitable for China’s national conditions, and plan, coordinate, control and manage the production process, to achieve stable production, high quality, high yield and high benefit; Cultivate national-level backbone talents in the field of scientific research, technology research and development and engineering application in the field of intelligent engineering, and provide technical support and application demonstration projects for process industry enterprises.
2. Research Direction
Intelligent systems engineering theory and application
Researches on intelligent systems engineering theories and methods, includes swarm intelligence computing, machine learning, neural network, big data analysis and knowledge automation and other theories and technologies, to solve complex industrial process system modeling, optimization, abnormal monitoring and fault diagnosis and other technical and engineering applications.
Operational optimization and advanced control
Research process industry operation optimization, intelligent control theory and technology, complex industrial system multi-objective intelligent optimization, advanced control of process system, control system performance monitoring and engineering application, solve complex industrial system operation efficiency, energy saving and consumption reduction, quality control and other industrial application problems.
Intelligent detection technology and application
Research complex system intelligent detection theory and technology, multi-sensor data fusion technology, research and develop intelligent measurement and control system and intelligent equipment technology for industrial application.
System integration and process enhancement
Research chemical process material coupling and energy coupling technology, large system decomposition and coordination technology, research and development of internal thermal coupling reaction distillation tower structure optimization design, theoretical calculation and system strengthening and engineering application technology.
System simulation and system security
Research complex industrial system simulation technology, chemical accident simulation technology, operation safety risk identification and evaluation, system performance monitoring and analysis, virtual reality and emergency rescue drill technology and platform implementation.
3.Main research projects
Projects Name | Projects Source |
Research on Data Fusion Model and Intelligent System Method Library | National 863 Project |
Real-time monitoring technology of energy consumption in the whole ironmaking process based on data mining | National 863 Project |
Research on the Security Active Defense Mechanism and System of Industrial Control System | National key R&D project |
Elastic computing and intelligent analysis technology for end-edge cloud collaboration | National key R&D project |
Food safety multi-source heterogeneous data fusion and mining technology research and platform construction | National key R&D project |
High-confidence city credibility fusion theory and system architecture | National key R&D project |
Research on Theory and Technology of Deep Knowledge Fusion of Multi-source Heterogeneous Data | Guizhou Province Science and Technology Plan Project |
The theory and key technology of energy efficiency evaluation and system optimization based on the fusion of complex petrochemical process data and domain knowledge | National Natural Science Foundation of China |
Research on Virtual Sample Generation Method of Complex Process System | National Natural Science Foundation of China |
Research on the prediction method of the disaster risk evolution of hazardous chemicals in the complex petrochemical industry based on unbalanced small sample data | National Natural Science Foundation of China |
Modeling and optimization of complex process alarm system
| National Natural Science Foundation of China |
Research on Key Technologies of Alarm Recognition, Analysis and Reliance Traceability in Complex Industrial Process | National Natural Science Foundation of China |
Research on Fault Diagnosis Method of Complex Data Network in Chemical Process | National Natural Science Foundation of China |
Research on Key Technologies of Energy System Modeling and Optimization for Complex Petrochemical Process | National Natural Science Foundation of China |
Research on food safety early warning methods and key technologies based on big data and domain knowledge | National Natural Science Foundation of China |
Research on Hierarchical Neural Network Structure of Complex Process System | National Natural Science Foundation of China |
Extension engineering method for optimized operation of energy saving and consumption reduction in process industry | National Natural Science Foundation of China |
Research on Knowledge Discovery/Data Mining in Process Industry | National Natural Science Foundation of China |
Research on Neural Network Control of BENCHMARK Problem in Chemical Process | National Natural Science Foundation of China |
Research on On-line Intelligent Optimal Control System of Gas-Solid Catalytic Reactor | National Natural Science Foundation of China International Cooperation Project |
Research on Extension Fault Diagnosis Method in Chemical Process | National Natural Science Foundation of China Youth Project |
Research on Intelligent Modeling Method of Complex Petrochemical Process Based on VSG and ELM | National Natural Science Foundation of China Youth Project |
Research on Energy Efficiency Analysis and Prediction Method of Complex Chemical Process Based on DEA | National Natural Science Foundation of China Youth Project |
Research on Fault Diagnosis Method of Complex System Based on CVA and Causality Analysis | National Natural Science Foundation of China Youth Project |
Real-time monitoring technology of energy consumption in the whole ironmaking process based on data mining
| National 863 Program Sub-project |
Process industry fault diagnosis system based on data mining and system simulation technology
| Key Project of Science and Technology Research of Ministry of Education |
Research on Key Technology of Hazardous Chemical Accident Forecast and Virtual Display Based on Extension Theory and VRGIS | Beijing Natural Science Foundation Project |
Research and Application of Key Technologies for Optimal Operation of Urban Drainage Pipe Network System Based on Data and Mechanism Model Fusion | Beijing Natural Science Foundation Project |
Research on Key Technologies of Urban Hazardous Chemicals Disaster Prevention Simulation and Emergency Rescue Drill Based on VRGIS | Beijing Excellent Talents Training Funding Project |
Research and Application of Multi-level Evaluation Method for Energy Efficiency in Complex Petrochemical Industry | Beijing Excellent Talents Training Funding Project |
Urban public safety assessment and coordinated control | Beijing Association for Science and Technology Young Talents Support Program |
Development of Virtual Tour 3D System in Mentougou Scenic Area | Science and Technology Plan of Beijing Municipal Science and Technology Commission |
Development of Emergency Rescue Management System in Mentougou Scenic Area | Science and Technology Plan of Beijing Municipal Science and Technology Commission |
Single disease massive multi-source heterogeneous data fusion system and its application in clinical and pharmaceutical research | Beijing Municipal Education Commission Project |
Research on Fuzzy Rough Set Fault Diagnosis Method of Complex Process Driven by Data and Process Model | Ministry of Education Doctorate Fund |
4. Main scientific and technological achievements
Online optimization operation of ethylene cracking furnace based on data mining and other technologies
China Petroleum and Chemical Industry Association, first prize for scientific and technological progress
Data-driven intelligent optimization operation technology and engineering application of large petrochemical equipment
China Petroleum and Chemical Industry Automation Application Association, first prize of scientific and technological progress
Intelligent optimization control of PTA production solvent system
China Petroleum and Chemical Industry Association, second prize for scientific and technological progress
Patents:
1. Geng Zhiqiang, Zhu Qunxiong. A method for extraction and analysis of energy efficiency indicators in ethylene industry, ZL201010033902.7
2. Cao Zhengcai; Zhao Yingtao; Zhu Qunxiong; Jiang Changjun; Wang Lei. Intelligent car point stabilization control method, ZL201010119549.4
3. Cao Zhengcai, Li Bo, Zhu Qunxiong, Wang Yongji. A Modeling Method for Hydrogen Energy Reactor, ZL 201110353275.X
4. Xu Yuan, Zhu Qunxiong, Geng Zhiqiang, Peng Di, Liu Xinxin, Chen Yanjing, Wang Yanqing, Li Fang, Shi Shenghui, Lin Xiaoyong. Failure prediction method for high-density polyethylene cascade polymerization reaction, ZL201210225541.5
5. Xu Yuan, Zhu Qunxiong, Tao Tingting, Wang Yanqing, Geng Zhiqiang, Li Fang, Shi Shenghui, Lin Xiaoyong. Equipment management and monitoring system based on process flow chart, ZL201310047120.2
6. Xu Yuan, Zhu Qunxiong, Peng Di, Chen Yanjing, He Yanlin, Ye Liangliang, Geng Zhiqiang, Lin Xiaoyong, Li Fang, Shi Shenghui, Intelligent detection and yield optimization method for high-density polyethylene cascade polymerization reaction process, ZL201310117161.4
7. Xu Yuan, Zhou Ziqian, Zhu Qunxiong, Cao Jian, Wang Xiao, Geng Zhiqiang, Lu Yushuai, Ye Liangliang, Liu Ying, Chen Yanjing. A nonlinear process industry fault prediction method based on new FDE-ELM and time-delayed EFSM, ZL201410482211.3
8. Xu Yuan, Ye Liangliang, Zhu Qunxiong, Geng Zhiqiang, Zhou Ziqian, Mi Chuan, Huang Bingming, Liu Ying, Lu Yushuai, Shen Shengqi. A nonlinear process industry fault prediction method based on compressed sensing and DROS-ELM, ZL201410722721.3
9. Geng Zhiqiang, Ji Wei, Han Yongming, Zhu Qunxiong, Xu Yuan. A real-time anomaly detection method for chemical data streams based on maximum information entropy, ZL201510038229.9
10. Geng Zhiqiang, Wang Zun, Zhu Qunxiong, Han Yongming, Xu Yuan. A process fault monitoring method based on improved dynamic visible graphs, ZL201410806907.7
11. Hu Wei, Zhu Qunxiong, Li Hongguang, Li Dazi, Gao Jingyang, Chen Juan, Yuan Hongfang. Dynamic curriculum map processing system and method based on curriculum system data, ZL201310559529.2
12. Geng Zhiqiang, Peng Chenglong, Han Yongming, Zhu Qunxiong, Xu Yuan. An on-line monitoring method for decompression tower based on fuzzy process capability of kernel function, ZL201510101421.8
13. Geng Zhiqiang, Chen Jie, Han Yongming, Zhu Qunxiong, Xu Yuan, Cui Yunfei. A soft measurement method of acetic acid consumption in PTA device, ZL201610816204.1
14. Geng Zhiqiang; Hu Xuan; Han Yongming; Zhu Qunxiong; Xu Yuan. A pipeline flow sensitivity matrix leakage detection method, ZL201711341116.1
15. He Yanlin, Yan Xiaona, Zhu Qunxiong, Xu Yuan. A fault diagnosis method for complex petrochemical processes based on dynamic regularization to discriminate partial retention projections. Application number: 201910945477X
16. He Yanlin, Ma Yongchao, Zhu Qunxiong, Xu Yuan. Distributed monitoring and fault diagnosis method for complex chemical production process. Application number: 2019109011108
17. He Yanlin, Zou Tong, Zhu Qunxiong, Xu Yuan. A soft measurement method for small samples in the ethylene production process. Application number: 201910868999.4
18. He Yanlin, Tian Ye, Zhu Qunxiong, Xu Yuan. A soft measurement method for high-density polyethylene cascade polymerization. Application number: 201910458861.7
19. Zhu Qunxiong, Wang Shixiong, He Yanlin, Xu Yuan. Virtual sample generation method under unbalanced samples based on KDE and Copula functions. Application number: 201910355624.8
20. Wang Jun, Zhu Qunxiong, He Yanlin, Wang Yu, Ye Wei. A multi-objective optimization method based on ANN modeling to balance the production capacity of complex petrochemical processes. Application number: 201910890104.7
21. Zhu Qunxiong, Lin Chongyang, Luo Yi, Xu Yuan, He Yanlin. Online alarm analysis method based on the fusion of PLS model and PCA contribution degree, application number: 201910064101.8
22. Zhu Qunxiong, Luo Min, Xu Yuan, He Yanlin. A microblog sentiment analysis method combining ontology and syntactic dependence. Application number: 201910276686.X
23. Zhu Qunxiong, Yang Yu, Mou Peng, Gu Xiangbai, He Yanlin, Xu Yuan. Process sche****ng modeling method based on carbon emission pinch point analysis and process diagram. Application number: 201910059994.7
24. Jiang Zhiying, Zhu Qunxiong, Chen Kai, Li Fang, Xu Fangge, Gao Yanlu, Wang Xu, Liu Lu. A Storm-based Food Data Parallel Computing Consistency Problem Optimization Method, 201810498850.7
25. Geng Zhiqiang; Zeng Rongfu; Han Yongming, Zhu Qunxiong; Energy efficiency evaluation method of DEA ethylene plant based on AP algorithm. Application number: 201811543235.X.
26. Han Yongming, Wu Hao, Geng Zhiqiang, Zhu Qunxiong; MDS-based RBF prediction model for petrochemical industry production capacity. Application number: 201811552864.9.
27. Han Yongming, Fan Chenyu, Geng Zhiqiang, Zhu Qunxiong; RBF building energy consumption prediction method based on AP clustering. Application number: 201811447526.9.
28. Zhu Qunxiong, Zhang Xiaohan, He Yanlin, Xu Yuan, Application of ELM integration model based on multiple activation functions in chemical modeling, application number: 2018107902118
29. He Yanlin, Wang Pingjiang, Zhu Qunxiong, Xu Yuan. Soft measurement method of acetic acid consumption in PTA device based on feature extraction ELM, application number: 201810579184X
30. Zhu Qunxiong, Liu Lu, Geng Zhiqiang. Dairy product quality risk identification method based on reference model and critical hazard analysis. Application number: 201810190574.8
31. Zhu Qunxiong; Mou Peng; Geng Zhiqiang; Han Yongming; Xu Yuan; Cao Jian; Cui Yunfei; Wang Zun; He Yanlin. An optimization modeling model for ethylene cracking furnace, application number: 2017112991155
32. Geng Zhiqiang, Bai Ju, Han Yongming, Zhu Qunxiong, Xu Yuan, A DEA cross model energy efficiency analysis method based on principal component fusion: Application number: 201710852439.0
33. Geng Zhiqiang, Wang Zhongkai, Han Yongming, Zhu Qunxiong, Xu Yuan, an intelligent early warning method of CBR prediction model based on MWSPCA. Application number: 201710852439.6
34. Han Yongming, Zhu Qunxiong, Chen Yaxun, Geng Zhiqiang, Xu Yuan, He Yanlin, A detection method for the energy saving and emission reduction potential of ethylene production equipment, application number: 201611055967.5
5.Applications
Intelligent optimization control of PTA production solvent system
Data-driven intelligent optimization operation technology and engineering application of large petrochemical equipment
Online optimization operation of ethylene cracking furnace based on data mining technology
Virtual Reality & GIS / Extension Theory
Engineering Applications of Artificial Intelligence
