Feedforward and Feedback Control Performance Assessment for Nonlinear Systems
A performance assessment method for nonlinear feedforward and feedback control systems is proposed in this paper. First, the existence of minimum variance performance bound for two nonlinear systems with different structures is analyzed, and the closed-loop model of nonlinear system is obtained wit...
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| Format: | Article |
| Language: | English |
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Wiley
2014-01-01
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| Series: | Abstract and Applied Analysis |
| Online Access: | http://dx.doi.org/10.1155/2014/597805 |
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| _version_ | 1832563054947074048 |
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| author | Zhiguo Wang Jun Chen |
| author_facet | Zhiguo Wang Jun Chen |
| author_sort | Zhiguo Wang |
| collection | DOAJ |
| description | A performance assessment method for nonlinear feedforward and feedback control systems is proposed in this paper. First, the existence of minimum variance performance bound for two nonlinear systems with different structures is analyzed, and the closed-loop model of nonlinear system is obtained with the help of iterative orthogonal least squares identification method. Then, the technology of variance analysis is introduced to establish the variance contributions due to both disturbances and controller. A nonlinear performance index for the feedforward and feedback control systems is estimated using an ANOVA-like variance decomposition method. Finally, a meaningful example is simulated to show the effectiveness of our method. |
| format | Article |
| id | doaj-art-ea13df61b1e24136993e9074e0ef71bf |
| institution | Kabale University |
| issn | 1085-3375 1687-0409 |
| language | English |
| publishDate | 2014-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Abstract and Applied Analysis |
| spelling | doaj-art-ea13df61b1e24136993e9074e0ef71bf2025-02-03T01:21:11ZengWileyAbstract and Applied Analysis1085-33751687-04092014-01-01201410.1155/2014/597805597805Feedforward and Feedback Control Performance Assessment for Nonlinear SystemsZhiguo Wang0Jun Chen1Key Laboratory of Advanced Process Control for Light Industry (Ministry of Education), Institute of Automation, Jiangnan University, Wux 214122, ChinaKey Laboratory of Advanced Process Control for Light Industry (Ministry of Education), Institute of Automation, Jiangnan University, Wux 214122, ChinaA performance assessment method for nonlinear feedforward and feedback control systems is proposed in this paper. First, the existence of minimum variance performance bound for two nonlinear systems with different structures is analyzed, and the closed-loop model of nonlinear system is obtained with the help of iterative orthogonal least squares identification method. Then, the technology of variance analysis is introduced to establish the variance contributions due to both disturbances and controller. A nonlinear performance index for the feedforward and feedback control systems is estimated using an ANOVA-like variance decomposition method. Finally, a meaningful example is simulated to show the effectiveness of our method.http://dx.doi.org/10.1155/2014/597805 |
| spellingShingle | Zhiguo Wang Jun Chen Feedforward and Feedback Control Performance Assessment for Nonlinear Systems Abstract and Applied Analysis |
| title | Feedforward and Feedback Control Performance Assessment for Nonlinear Systems |
| title_full | Feedforward and Feedback Control Performance Assessment for Nonlinear Systems |
| title_fullStr | Feedforward and Feedback Control Performance Assessment for Nonlinear Systems |
| title_full_unstemmed | Feedforward and Feedback Control Performance Assessment for Nonlinear Systems |
| title_short | Feedforward and Feedback Control Performance Assessment for Nonlinear Systems |
| title_sort | feedforward and feedback control performance assessment for nonlinear systems |
| url | http://dx.doi.org/10.1155/2014/597805 |
| work_keys_str_mv | AT zhiguowang feedforwardandfeedbackcontrolperformanceassessmentfornonlinearsystems AT junchen feedforwardandfeedbackcontrolperformanceassessmentfornonlinearsystems |