IDENTIFICATION OF CONTINUOUS INDUSTRIAL PROCESSES USING SUBSPACE SYSTEM IDENTIFICATION METHODS

机译：使用子空间系统识别方法识别连续工业过程

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In this paper we use a subspace algorithm to calculate a state space model of a simulated industrial process. The accuracy of the state space model is compared with FIR and ARX models. It is found that the subspace system identification algorithm provides concise models that are more accurate than the other two models considered.

机译：在本文中，我们使用子空间算法来计算模拟工业过程的状态空间模型。将状态空间模型的准确性与FIR和ARX模型进行了比较。发现子空间系统识别算法提供的简明模型比所考虑的其他两个模型更准确。

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《14th International Congress on Condition Monitoring and Diagnostic Engineering Management (Comadem 2001), 14th, Sep 4-6, 2001, Manchester, UK》|2001年|p.615-623|共9页
会议地点 Manchester(GB)
作者
R.J. Treasure; J.E. Cooper;
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作者单位

Manchester School of Engineering, The University of Manchester Manchester M13 9PL;

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会议组织
原文格式 PDF
正文语种 eng
中图分类一般工业技术;
关键词
system identification; subspace methods; model predictive control; state space models;

机译：系统识别；子空间方法；模型预测控制；状态空间模型;

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1. Subspace state space system identification for industrial processes [J] . Favoreel W., Van Overschee P., De Moor B. Journal of Process Control . 2000,第2a3期

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2. Nuclear norm subspace identification for continuous-time stochastic systems based on distribution theory method [J] . Yu Miao, Liu Jianchang, Wang Honghai ISA Transactions . 2018,第期

机译：基于分布理论方法的连续时间随机系统核规范子空间识别
3. Adaptive system identification of industrial ethylene splitter: A comparison of subspace identification and artificial neural networks [J] . Mahir Jalanko, Yoel Sanchez, Vladimir Mahalec, Computers & Chemical Engineering . 2021,第Apra期

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4. IDENTIFICATION OF CONTINUOUS INDUSTRIAL PROCESSES USING SUBSPACE SYSTEM IDENTIFICATION METHODS [C] . J.E. Cooper, R.J. Treasure International Congress on Condition Monitoring and Diagnostic Engineering Management . 2001

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5. Experimental modal analysis of star-spar buoy using eigensystem realization algorithm and stochastic subspace identification methods. [D] . Zhang, Pengyu. 2012

机译：基于特征系统实现算法和随机子空间识别方法的星－梁浮标实验模态分析。
6. Decentralized System Identification Using Stochastic Subspace Identification for Wireless Sensor Networks [O] . Soojin Cho, Jong-Woong Park, Sung-Han Sim 2015

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7. Continuous-Time Gray-Box Identification of Mechanical Systems Using Subspace-Based Identification Methods [O] . Olofsson, Björn, Sörnmo, Olof, Robertsson, Anders, 2014

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IDENTIFICATION OF CONTINUOUS INDUSTRIAL PROCESSES USING SUBSPACE SYSTEM IDENTIFICATION METHODS

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