Review and classification of recent observers applied in chemical process systems
Observers are computational algorithms designed to estimate unmeasured state variables due to the lack of appropriate estimating devices or to replace high-priced sensors in a plant. It is always important to estimate those states prior to developing state feedback laws for control and to prevent pr...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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2015
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| Online Access: | http://eprints.um.edu.my/15727/1/Review_and_classification_of_recent_observers_applied_in_chemical_process_systems.pdf |
| _version_ | 1796946949297930240 |
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| author | Ali, J.M. Hoang, N.H. Hussain, Mohd Azlan Dochain, D. |
| author_facet | Ali, J.M. Hoang, N.H. Hussain, Mohd Azlan Dochain, D. |
| author_sort | Ali, J.M. |
| collection | UM |
| description | Observers are computational algorithms designed to estimate unmeasured state variables due to the lack of appropriate estimating devices or to replace high-priced sensors in a plant. It is always important to estimate those states prior to developing state feedback laws for control and to prevent process disruptions, process shutdowns and even process failures. The diversity of state estimation techniques resulting from intrinsic differences in chemical process systems makes it difficult to select the proper technique from a theoretical or practical point of view for design and implementation in specific applications. Hence, in this paper, we review the applications of recent observers to chemical process systems and classify them into six classes, which differentiate them with respect to their features and assists in the design of observers. Furthermore, we provide guidelines in designing and choosing the observers particular applications, and we discuss the future directions for these observers. (C) 2015 The Authors. Published by Elsevier Ltd. |
| first_indexed | 2024-03-06T05:39:29Z |
| format | Article |
| id | um.eprints-15727 |
| institution | Universiti Malaya |
| language | English |
| last_indexed | 2024-03-06T05:39:29Z |
| publishDate | 2015 |
| record_format | dspace |
| spelling | um.eprints-157272021-02-10T03:54:54Z http://eprints.um.edu.my/15727/ Review and classification of recent observers applied in chemical process systems Ali, J.M. Hoang, N.H. Hussain, Mohd Azlan Dochain, D. T Technology (General) TP Chemical technology Observers are computational algorithms designed to estimate unmeasured state variables due to the lack of appropriate estimating devices or to replace high-priced sensors in a plant. It is always important to estimate those states prior to developing state feedback laws for control and to prevent process disruptions, process shutdowns and even process failures. The diversity of state estimation techniques resulting from intrinsic differences in chemical process systems makes it difficult to select the proper technique from a theoretical or practical point of view for design and implementation in specific applications. Hence, in this paper, we review the applications of recent observers to chemical process systems and classify them into six classes, which differentiate them with respect to their features and assists in the design of observers. Furthermore, we provide guidelines in designing and choosing the observers particular applications, and we discuss the future directions for these observers. (C) 2015 The Authors. Published by Elsevier Ltd. 2015 Article PeerReviewed application/pdf en http://eprints.um.edu.my/15727/1/Review_and_classification_of_recent_observers_applied_in_chemical_process_systems.pdf Ali, J.M. and Hoang, N.H. and Hussain, Mohd Azlan and Dochain, D. (2015) Review and classification of recent observers applied in chemical process systems. Computers & Chemical Engineering, 76. pp. 27-41. ISSN 0098-1354, DOI https://doi.org/10.1016/j.compchemeng.2015.01.019 <https://doi.org/10.1016/j.compchemeng.2015.01.019>. http://www.sciencedirect.com/science/article/pii/S0098135415000216 10.1016/j.compchemeng.2015.01.019 |
| spellingShingle | T Technology (General) TP Chemical technology Ali, J.M. Hoang, N.H. Hussain, Mohd Azlan Dochain, D. Review and classification of recent observers applied in chemical process systems |
| title | Review and classification of recent observers applied in chemical process systems |
| title_full | Review and classification of recent observers applied in chemical process systems |
| title_fullStr | Review and classification of recent observers applied in chemical process systems |
| title_full_unstemmed | Review and classification of recent observers applied in chemical process systems |
| title_short | Review and classification of recent observers applied in chemical process systems |
| title_sort | review and classification of recent observers applied in chemical process systems |
| topic | T Technology (General) TP Chemical technology |
| url | http://eprints.um.edu.my/15727/1/Review_and_classification_of_recent_observers_applied_in_chemical_process_systems.pdf |
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