定量信息与定性信息共同驱动的流程工业过程运行状态评价及智能决策

61873053
2018
F0308.智能制造自动化系统理论与技术
常玉清
面上项目
教授
东北大学
63万元
定性信息;定量信息;运行状态评价;智能决策;非优原因追溯
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 Decomposition-Based Bayesian Network Structure Learning Algorithm for Abnormity Diagnosis Model for Coal Mill Process 期刊论文 Yuqing Chang;Leyuan Liu;Xiaoyun Kang;Fuli Wang
2 Univariate and multivariable forecasting models for ultra-short-term wind power prediction based on the similar day and LSTM network 期刊论文 Haiyan Xu;Yuqing Chang;Fuli Wang;Shu Wang;Yuan Yao
3 Assessment of operating performance using cross-domain feature transfer learning 期刊论文 Xiaoyu Zou;Fuli Wang;Yuqing Chang
4 Multi-mode plant-wide process operating performance assessment based on a novel two-level multi-block hybrid model 期刊论文 Yuqing Chang;Xiaoyu Zou;Fuli Wang;Luping Zhao;Wei Zheng
5 基于长短时记忆神经网络的超短期风电功率预测方法 专利 常玉清;周方正;徐海燕;邹征昊;王姝
6 金选冶过程综合智能优化控制关键技术及其重要应用 奖励 何大阔;褚菲;王庆凯;贾润达;王福利;李康;余刚;常玉清;马小平;王姝;刘炎;赵露平;邹筱瑜
7 Soft Sensor Modeling of Process Industrial Process with Uncertain Information 会议论文 Chang Yu-qing;Xu Diwu;Feng Wanjun;Wang Shu;Zhao Luping
8 Real-time optimization compensation method based on a novel two-level multi-block hybrid model for the hydrometallurgy process 期刊论文 Yadong Liu;Yuqing Chang;Fuli Wang;Dapeng Niu;Luping Zhao
9 含不确定信息的湿法冶金金泥品位软测量 期刊论文 常玉清;许弟伍;李昊恩;麻茹雪;赵旭光
10 Two-level multi-block operating performance optimality assessment for plant-wide processes 期刊论文 Xiaoyu Zou;Fuli Wang;Yuqing Chang;Luping Zhao;Wei Zheng
11 A hybrid model for multi-step wind speed forecasting based on secondary decomposition, deep learning, and error correction algorithms 期刊论文 Haiyan Xu;Yuqing Chang;Yong Zhao;Fuli Wang
12 Performance-relevant kernel independent component analysis based operating performance assessment for nonlinear and non-Gaussian industrial processes 期刊论文 Liu Yan;Wang Fuli;Chang Yuqing;Gao Furong;He Dakuo
13 基于区间数的黄金湿法冶炼过程建模与优化研究 期刊论文 刘亚东;牛大鹏;常玉清;王福利;张永京
14 基于数据挖掘的燃煤机组厂级负荷经济调度 期刊论文 郑伟;姚远;代邦武;常玉清;孙晓辉
15 Multi-objective economic load dispatch method based on data mining technology for large coal-fired power plants 期刊论文 Bangwu Dai;Fuli Wang;Yuqing Chang
16 一种金湿法冶金全流程实时优化补偿方法 专利 常玉清;刘亚东;牛大鹏;王姝;王福利
17 复杂工业过程运行状态优性评价 专著 王福利;常玉清;刘炎;邹筱瑜
18 基于改进随机森林算法的工业过程运行状态评价 期刊论文 常玉清;孙雪婷;钟林生;王福利;刘英娇
19 基于分层分块结构的流程工业过程运行状态评价及非优原因追溯 期刊论文 邹筱瑜;王福利;常玉清;王敏;蔡庆宏
20 A new multi-timescale optimal scheduling model considering wind power uncertainty and demand response 期刊论文 Haiyan Xu;Yuqing Chang;Yong Zhao;Fuli Wang
21 基于两层分块GMM-PRS的流程工业过程运行状态评价 期刊论文 邹筱瑜;王福利;常玉清;郑伟
22 基于贝叶斯网络的磨煤机过程异常工况诊断模型实时更新方法 期刊论文 常玉清;康孝云;王福利;赵炜炜
23 Multi-mode plant-wide process operating performance assessment based on two-level multi-block hybrid model 期刊论文 Yuqing Chang;Xiaoyu Zou;Fuli Wang;Luping Zhao
24 Process monitoring and abnormal reason tracing of coal mill based on instance migration//Chinese Association of Automation 会议论文 Linjie Huang;Yuqing Chang;Weiwei Zhao
25 Distributed Operating Performance Assessment of the Plant-Wide Process Based on Data-Driven Hybrid Characteristics Decomposition 期刊论文 Linsheng Zhong;Yuqing Chang;Fuli Wang;Shihong Gao
26 A novel real-time optimization compensation method based on POPOA for the gold hydrometallurgy process 期刊论文 Yadong Liu;Yuqing Chang;Fuli Wang;Dapeng Niu;Wei Zheng
27 A novel hybrid wind speed interval prediction model based on mode decomposition and gated recursive neural network 期刊论文 Haiyan Xu;Yuqing Chang;Yong Zhao;Fuli Wang
28 Research on Modeling of Wind Speed-Power Curve for Wind Farm 会议论文 Xu Haiyan;Chang Yu-qing;Wang Shu;Yao Yuan
29 基于双树复小波域共生增广矩阵的浮选泡沫工况识别方法 专利 王姝;李怡;常玉清;王福利;邹筱瑜;于丰
30 Softmeasurement of hydrometallurgical gold mud grade with uncertain information 期刊论文 Chang Yuqing;Xu Diwu;Li Haoen;Ma Ruxue;Zhao Xuguang
31 Multimode Process Mode Identification With Coexistence of Quantitative Information and Qualitative Information 期刊论文 Yuqing Chang;Ruxue Ma;Fuli Wang;Wei Zheng;Shu Wang
32 Inner-phase and inter-phase analysis based operating performance assessment and nonoptimal cause identification for multiphase batch processes 期刊论文 Yan Liu;Ruicheng Ma;Fuli Wang;Yuqing Chang;Furong Gao
33 基于实例迁移的磨煤机过程监测建模 期刊论文 常玉清;赵炜炜;刘乐源;康孝云
34 定性信息与定量信息共同驱动的湿法冶金金泥品位软测量 期刊论文 常玉清;许弟伍;李昊恩;麻茹雪;赵旭光
35 Distributed Missing Values Imputation Schemes for Plant-Wide Industrial Process Using Variational Bayesian Principal Component Analysis 期刊论文 Linsheng Zhong;Yuqing Chang;Fuli Wang;Shihong Gao
36 Online operating performance evaluation for the plant‐wide industrial process based on a three‐level and multi‐block method 期刊论文 Yuqing Chang;Ruxue Ma;Luping Zhao;Fuli Wang;Shu Wang
37 A Particle Swarm Optimizer with Variable Neighborhood Size and Ring Topology for Multimodal Multiobjective Optimization 会议论文 Yu Sun;Yuqing Chang;Tianzi Zheng
38 Process operating performance optimality assessment with coexistence of quantitative and qualitative information 期刊论文 Xiaoyu Zou;Yuqing Chang;Fuli Wang;Luping Zhao
39 一种金湿法冶金全流程运行状态在线评价方法及系统 专利 常玉清;孙雪婷;钟林生;王福利;刘亚东
40 Performance-Relevant Kernel Independent Component Analysis Based Operating Performance Assessment for Nonlinear and Non-Gaussian Industrial Processes 期刊论文 Yan Liu;Fuli Wang;Yuqing Chang;Furong Gao;Dakuo He
41 基于长短时记忆神经网络的短期电力负荷预测方法 专利 常玉清;方翟宇;徐海燕;郭帅;王姝
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