The use of a partially simulated exothermic reactor to test nonlinear algorithms
Two nonlinear control algorithms for controlling nonlinear systems include the receding horizon method and the nonlinear neural network inverse model methods. These methods have been found to be useful in dealing with difficult-to-control nonlinear systems, especially in simulated systems. However a...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Published: |
Korean Journal of Chemical Engineering
2000
|
| Subjects: |
| _version_ | 1825719324030009344 |
|---|---|
| author | Hussain, Mohd Azlan Kittisupakorn, Paisan Kershenbaum, L. |
| author_facet | Hussain, Mohd Azlan Kittisupakorn, Paisan Kershenbaum, L. |
| author_sort | Hussain, Mohd Azlan |
| collection | UM |
| description | Two nonlinear control algorithms for controlling nonlinear systems include the receding horizon method and the nonlinear neural network inverse model methods. These methods have been found to be useful in dealing with difficult-to-control nonlinear systems, especially in simulated systems. However although much simulation work has been performed with these methods, simulation only is inadequate to guarantee that these algorithms could be successfully implemented in real plants. For this reason, a relatively low cost and simple online experimental configuration of a partially simulated continuous reactor has been devised which allows for the realistic testing of a wide range of nonlinear estimation and control techniques i.e. receding horizon control and neural network inverse model control methods. The results show that these methods are viable and attractive nonlinear methods for real-time application in chemical reactor systems. |
| first_indexed | 2024-03-06T05:17:56Z |
| format | Article |
| id | um.eprints-7090 |
| institution | Universiti Malaya |
| last_indexed | 2024-03-06T05:17:56Z |
| publishDate | 2000 |
| publisher | Korean Journal of Chemical Engineering |
| record_format | dspace |
| spelling | um.eprints-70902021-02-10T03:28:32Z http://eprints.um.edu.my/7090/ The use of a partially simulated exothermic reactor to test nonlinear algorithms Hussain, Mohd Azlan Kittisupakorn, Paisan Kershenbaum, L. TA Engineering (General). Civil engineering (General) TP Chemical technology Two nonlinear control algorithms for controlling nonlinear systems include the receding horizon method and the nonlinear neural network inverse model methods. These methods have been found to be useful in dealing with difficult-to-control nonlinear systems, especially in simulated systems. However although much simulation work has been performed with these methods, simulation only is inadequate to guarantee that these algorithms could be successfully implemented in real plants. For this reason, a relatively low cost and simple online experimental configuration of a partially simulated continuous reactor has been devised which allows for the realistic testing of a wide range of nonlinear estimation and control techniques i.e. receding horizon control and neural network inverse model control methods. The results show that these methods are viable and attractive nonlinear methods for real-time application in chemical reactor systems. Korean Journal of Chemical Engineering 2000 Article PeerReviewed Hussain, Mohd Azlan and Kittisupakorn, Paisan and Kershenbaum, L. (2000) The use of a partially simulated exothermic reactor to test nonlinear algorithms. Korean Journal of Chemical Engineering, 17 (5). pp. 516-523. ISSN 0256-1115, DOI https://doi.org/10.1007/Bf02707159 <https://doi.org/10.1007/Bf02707159>. https://doi.org/10.1007/Bf02707159 doi:10.1007/Bf02707159 |
| spellingShingle | TA Engineering (General). Civil engineering (General) TP Chemical technology Hussain, Mohd Azlan Kittisupakorn, Paisan Kershenbaum, L. The use of a partially simulated exothermic reactor to test nonlinear algorithms |
| title | The use of a partially simulated exothermic reactor to test nonlinear algorithms |
| title_full | The use of a partially simulated exothermic reactor to test nonlinear algorithms |
| title_fullStr | The use of a partially simulated exothermic reactor to test nonlinear algorithms |
| title_full_unstemmed | The use of a partially simulated exothermic reactor to test nonlinear algorithms |
| title_short | The use of a partially simulated exothermic reactor to test nonlinear algorithms |
| title_sort | use of a partially simulated exothermic reactor to test nonlinear algorithms |
| topic | TA Engineering (General). Civil engineering (General) TP Chemical technology |
| work_keys_str_mv | AT hussainmohdazlan theuseofapartiallysimulatedexothermicreactortotestnonlinearalgorithms AT kittisupakornpaisan theuseofapartiallysimulatedexothermicreactortotestnonlinearalgorithms AT kershenbauml theuseofapartiallysimulatedexothermicreactortotestnonlinearalgorithms AT hussainmohdazlan useofapartiallysimulatedexothermicreactortotestnonlinearalgorithms AT kittisupakornpaisan useofapartiallysimulatedexothermicreactortotestnonlinearalgorithms AT kershenbauml useofapartiallysimulatedexothermicreactortotestnonlinearalgorithms |