融合大数据与机理的炼油过程智能混合建模与优化方法研究

61873093
2018
F0303.系统建模理论与仿真技术
杨明磊
面上项目
副教授
华东理工大学
59万元
知识挖掘;数据与机理融合;进化算法;多目标优化;炼油过程
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Multimode Operating Performance Visualization and Nonoptimal Cause Identification 期刊论文 Yuhui Ying;Zhi Li;Minglei Yang;Wenli Du
2 基于改进ReliefF和K-means++的无监督特征选择算法 期刊论文 闫琳琦;王振雷
3 新冠疫情影响下直馏航煤加工路线优化选择 期刊论文 宋育梅;范琛;隆建
4 Study on the Domain of Parameters in the Stochastic Reconstruction Method 期刊论文 Guangyao Zhao;Minglei Yang;Feng Qian
5 Real-Time Semisupervised Predictive Modeling Strategy for Industrial Continuous Catalytic Reforming Process with Incomplete Data Using Slow Feature Analysis 期刊论文 Jiang Chao;Zhong Weimin;Li Zhi;Peng Xin;Yang Minglei
6 炼化一体化数字孪生与智能制造关键技术及工业应用 奖励 杜文莉;钟伟民;钱锋;施俊林;谢道雄;恽鸿;宋吉峰;赵日峰;杨明磊;洪波;罗重春;宋育梅;王鑫;亚宏宇;何仁初
7 Domain adaptation network with uncertainty modeling and its application to the online energy consumption prediction of ethylene distillation processes 期刊论文 Dan Yang;Xin Peng;Zhencheng Ye;Yusheng Lu;Weimin Zhong
8 Data-driven Wasserstein distributionally robust optimization for refinery planning under uncertainty 期刊论文 Jinmin Zhao;Liang Zhao;Wangli He
9 Modeling and Optimization of Simulated Moving Bed for Paraxylene Purification 期刊论文 M. L. Yang;R. Hu;J. Long;Y. J. Lv;Z. C. Ye;Z. Li;W. M. Zhong
10 Method of Hybrid Adaptive Sampling for the Kriging Metamodel and Application in the Hydropurification Process of Industrial Terephthalic Acid 期刊论文 Cheng Hui;Cheng Liang;Li Zhi;Ye Zhencheng;Yang Minglei
11 Data-driven robust optimization for crude oil blending under uncertainty 期刊论文 Xin Dai;Xiaoqiang Wang;Renchu He;Wenli Du;Weimin Zhong;Liang Zhao;Feng Qian
12 Adaptive Weighted Hybrid Modeling of Hydrocracking Process and Its Operational Optimization 期刊论文 Song Wenjiang;Du Wei;Fan Chen;Yang Minglei;Qian Feng
13 Modeling and Optimization of a Fractionation, Absorption, and Stabilization System in an Industrial Fluid Catalytic Cracking Process 期刊论文 Long Jian;Jiang Siyi;Wang Wei;Zhang Feng;Han Jifei;Fan Chen
14 Modeling the Hydrocracking Process with Deep Neural Networks 期刊论文 Song Wenjiang;Mahalec Vladimir;Long Jian;Yang Minglei;Qian Feng
15 工业催化裂化装置再生器的动态建模 期刊论文 李天越;徐成裕;隆建;范琛;钱锋
16 Multiple input Self-organizing-map ResNet model for optimization of petroleum refinery conversion units 期刊论文 Zhu Jiannan;Vladimir Mahalec;Fan Chen;Yang Minglei;Qian Feng
17 Resilient refinery planning based on two-stage adaptive robust optimization under uncertainty 期刊论文 Zuo Meicheng;Zhao Liang;He Wangli;Qian Feng
18 基于自适应采样算法的芳烃异构化代理模型 期刊论文 谢雨珩;李智;杨明磊;杜文莉
19 人工智能赋能石化制造 奖励 杜文莉;钱锋;钟伟民;杨明磊;范琛;隆建;李智
20 一种基于大数据的炼油过程模式识别及优化方法 专利 钟伟民;杜文莉;钱锋;李智;杨明磊;隆建;范琛
21 Study on Flue Gas Desulfurization Process with Selective SO2 Removal by N-formylmorpholine 期刊论文 Long Jian;Wang Jin;Fan Chen;Yang Minglei;Zhong Weimin
22 一种基于改进型差分进化算法的S Zorb装置实时优化方法 专利 杜文莉;叶贞成;钱锋;杨明磊
23 油品特性实时表征与在线调合优化控制技术 奖励 钱锋;赵日峰;黄伯洪;杜文莉;何仁初;孙敏杰;钟伟民;亚宏宇;程辉;刘轶;杨明磊;刘兴刚;隆建;范琛
24 大型炼油过程智能制造关键技术及系统 奖励 钟伟民;杜文莉;谢道雄;夏根娣;杨明磊;钱锋;罗重春;颜虎;范琛;徐盛虎;费德亮;隆建;邹圣武;王晓强;徐燕平
25 Operation optimization of hydrocracking process based on Kriging surrogate model 期刊论文 Weimin Zhong;Cheng Qiao;Xin Peng;Zhi Li;Chen Fan;Feng Qian
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