Modeling algorithm for new mode in multi-mode process

被引：0
|
作者：
Tan, Shuai [1 ]
Wang, Fu-Li [1 ,2 ]
Peng, Jun [1 ]
Shi, Huai-Tao [1 ]
机构：
[1] College of Information Science and Engineering, Northeastern University, Shenyang 110819, China
[2] Key Laboratory of Integrated Automation of Process Industry of Ministry of Education, Northeastern University, Shenyang 110819, China
来源：
Kongzhi yu Juece/Control and Decision | 2012年 / 27卷 / 08期
关键词：
D O I：
暂无
中图分类号：
O24 [计算数学];
学科分类号：
070102 ;
摘要：
The new mode in multi-mode process can not get enough modeling data in short-term process. And it is hard for traditional statistical methods to extract process characteristics effectively. Therefore, a new algorithm is proposed to solve this problem. The initial model is established based on the characteristics of history models. Historical data with the similar characteristics are found to supply the new modeling data. The iterative model based on the initial model is performed to fit the process more accurately. A large number of simulations in Tennessee Eastman process show the feasibility and effectiveness of the proposed method.
引用
收藏
页码：1241 / 1245
相关论文
共 50 条
  • [31] New Concepts for Dielectric Multi-Mode Resonators with Branches
    Hoeft, Mchael
    2008 IEEE MTT-S International Microwave Symposium Digest, Vols 1-4, 2008, : 989 - 992
  • [32] A New Type Multi-mode Linear Ultrasonic Motor
    Zhang, Tiemin
    Ping, Luo
    Li, Liang
    MANUFACTURING PROCESS TECHNOLOGY, PTS 1-5, 2011, 189-193 : 2961 - +
  • [33] Suboptimal Multi-Mode State Estimation and Mode Detection
    Memon, Abdul Basit
    Verries, Erik I.
    2012 IEEE 51ST ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2012, : 2034 - 2039
  • [34] New Techniques for Multi-mode Satellite Navigation Receiver
    Li Rui
    Wang Yongchao
    Zhang Jun
    Zhu Yanbo
    CHINESE JOURNAL OF ELECTRONICS, 2010, 19 (02): : 365 - 368
  • [35] A Flexible Multi-mode Undo Mechanism for a Collaborative Modeling Environment
    Goehnert, Tilman
    Malzahn, Nils
    Hoppe, H. Ulrich
    GROUPWARE-DESIGN: IMPLEMENTATION, AND USE, PROCEEDINGS, 2009, 5784 : 142 - 157
  • [36] Performance modeling and optimization of a novel multi-mode hybrid powertrain
    Zhang, Y
    Lin, H
    Zhang, B
    Mi, C
    JOURNAL OF MECHANICAL DESIGN, 2006, 128 (01) : 79 - 89
  • [37] Modeling of the Nonlinear Signal Propagation in Multi-Mode Fibers with SDM
    Rademacher, Georg
    Petermann, Klaus
    2016 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION (OFC), 2016,
  • [38] Modeling of multi-mode properties in high-power VCSELs
    Dems, Maciej
    Beling, Piotr
    Gebski, Marcin
    Piskorski, Lukasz
    Kuc, Maciej
    Wasiak, Michal
    Marciniak, Magdalena
    Spiewak, Patrycja
    Wieckowska, Marta
    Sarzala, Robert P.
    2015 17th International Conference on Transparent Optical Networks (ICTON), 2015,
  • [39] A unified switching dynamic modeling of multi-mode underwater vehicle
    Fu, Jian
    Zhou, Hexiong
    Zhang, Xu
    Wen, Hao
    Yao, Baoheng
    Lian, Lian
    OCEAN ENGINEERING, 2023, 278
  • [40] Multi-mode of Four and Six Wave Parametric Amplified Process
    Zhu, Dayu
    Yang, Yiheng
    Zhang, Da
    Liu, Ruizhou
    Ma, Danmeng
    Li, Changbiao
    Zhang, Yanpeng
    SCIENTIFIC REPORTS, 2017, 7
12345