Real-Time Optimization
Process optimization is the method of choice for improving the performance of industrial processes, while enforcing the satisfaction of safety and quality constraints. Long considered as an appealing tool but only applicable to academic problems, optimization has now become a viable technology. Real...
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| Format: | Online |
| Język: | angielski |
| Wydane: |
MDPI - Multidisciplinary Digital Publishing Institute
2021
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| Hasła przedmiotowe: | |
| Dostęp online: | 23082 |
| Etykiety: |
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| _version_ | 1869514862770520064 |
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| author | Dominique Bonvin |
| author_browse | Dominique Bonvin |
| author_facet | Dominique Bonvin |
| author_sort | Dominique Bonvin |
| collection | Directory of Open Access Books |
| description | Process optimization is the method of choice for improving the performance of industrial processes, while enforcing the satisfaction of safety and quality constraints. Long considered as an appealing tool but only applicable to academic problems, optimization has now become a viable technology. Real-time optimization integrates process measurements into the optimization framework. This way, process optimization does not rely exclusively on a (possibly inaccurate) process model but also on process information stemming from measurements. This Special Issue on Real-Time Optimization includes both methodological and practical contributions. All seven methodological contributions deal with explicit schemes that repeat the optimization when new measurements become available. The methods covered include modifier adaptation, economic MPC and the two-step approach of parameter identification and numerical optimization. The six contributions that deal with applications cover various fields including refineries, well networks, combustion and membrane filtration. |
| format | Online |
| id | doab-20.500.12854ir-57682 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-576822023-12-20T18:40:41Z Real-Time Optimization Dominique Bonvin QA75.5-76.95 NCO tracking Run-to-run optimization Repeated identification and optimization Self-optimizing control Extremum-seeking control Dynamic real-time optimization Static real-time optimization Economic MPC Modifier-adaptation schemes bic Book Industry Communication::U Computing & information technology::UY Computer science Process optimization is the method of choice for improving the performance of industrial processes, while enforcing the satisfaction of safety and quality constraints. Long considered as an appealing tool but only applicable to academic problems, optimization has now become a viable technology. Real-time optimization integrates process measurements into the optimization framework. This way, process optimization does not rely exclusively on a (possibly inaccurate) process model but also on process information stemming from measurements. This Special Issue on Real-Time Optimization includes both methodological and practical contributions. All seven methodological contributions deal with explicit schemes that repeat the optimization when new measurements become available. The methods covered include modifier adaptation, economic MPC and the two-step approach of parameter identification and numerical optimization. The six contributions that deal with applications cover various fields including refineries, well networks, combustion and membrane filtration. 2021-02-12T00:55:34Z 2021-02-12T00:55:34Z 2017-07-26 13:55:59 2017 book 23082 9783038424482 9783038424499 https://directory.doabooks.org/handle/20.500.12854/57682 eng application/octet-stream Attribution-NonCommercial-NoDerivatives 4.0 International http://sci.fo/3fq http://www.mdpi.com/books/pdfview/book/329 MDPI - Multidisciplinary Digital Publishing Institute 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783038424482 9783038424499 VIII, 246 open access |
| spellingShingle | QA75.5-76.95 NCO tracking Run-to-run optimization Repeated identification and optimization Self-optimizing control Extremum-seeking control Dynamic real-time optimization Static real-time optimization Economic MPC Modifier-adaptation schemes bic Book Industry Communication::U Computing & information technology::UY Computer science Dominique Bonvin Real-Time Optimization |
| title | Real-Time Optimization |
| title_full | Real-Time Optimization |
| title_fullStr | Real-Time Optimization |
| title_full_unstemmed | Real-Time Optimization |
| title_short | Real-Time Optimization |
| title_sort | real time optimization |
| topic | QA75.5-76.95 NCO tracking Run-to-run optimization Repeated identification and optimization Self-optimizing control Extremum-seeking control Dynamic real-time optimization Static real-time optimization Economic MPC Modifier-adaptation schemes bic Book Industry Communication::U Computing & information technology::UY Computer science |
| topic_facet | QA75.5-76.95 NCO tracking Run-to-run optimization Repeated identification and optimization Self-optimizing control Extremum-seeking control Dynamic real-time optimization Static real-time optimization Economic MPC Modifier-adaptation schemes bic Book Industry Communication::U Computing & information technology::UY Computer science |
| url | 23082 |
| work_keys_str_mv | AT dominiquebonvin realtimeoptimization |