A Selective Moving Window Partial Least Squares Method and Its Application in Process Modeling
- ISSN号:1004-9541
- 期刊名称:Chinese Journal of Chemical Engineering
- 时间:2014.7
- 页码:799-804
- 分类:TP311.1[自动化与计算机技术—计算机软件与理论;自动化与计算机技术—计算机科学与技术] O657.3[理学—分析化学;理学—化学]
- 作者机构:[1]Zhijiang college, Zhejiang University of Technology, Hangzhou 310024, China, [2]State Key Laboratory of Industrial Control Technology, Institute of Cyber-Systems and Control, Zhejiang University, Hangzhou 310027, China, [3]college of Automation and Electrical Engineering, Nanjing University of Technology, Nanjing210009, China
- 相关基金:Supported by the National Natural Science Foundation of China (61203133, 61203072), and the Open Project Program of the State Key Laboratory of Industrial Control Technology (ICT1214).
- 相关项目:半再生催化系统反应性能实时监控、评估与优化
关键词:
偏最小二乘法, 移动窗口, 过程建模, 更新模型, 应用, 最小二乘方法, 预测精度, 实时性能, SMW-PLS , Hydro-isomerizafion process , Selective updating strategy, Soft sensor
中文摘要:
Corresponding author. E-mail address: ogxu@zjut.edu.cn (O .Xu).