Advanced Model Predictive Control
Model Predictive Control (MPC) refers to a class of control algorithms in which a dynamic process model is used to predict and optimize process performance. From lower request of modeling accuracy and robustness to complicated process plants, MPC has been widely accepted in many practical fields. As...
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| Format: | Online |
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| Sprog: | engelsk |
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IntechOpen
2021
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| Online adgang: | ONIX_20210420_9789533072982_357 |
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| _version_ | 1869520689997807616 |
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| collection | Directory of Open Access Books |
| description | Model Predictive Control (MPC) refers to a class of control algorithms in which a dynamic process model is used to predict and optimize process performance. From lower request of modeling accuracy and robustness to complicated process plants, MPC has been widely accepted in many practical fields. As the guide for researchers and engineers all over the world concerned with the latest developments of MPC, the purpose of "Advanced Model Predictive Control" is to show the readers the recent achievements in this area. The first part of this exciting book will help you comprehend the frontiers in theoretical research of MPC, such as Fast MPC, Nonlinear MPC, Distributed MPC, Multi-Dimensional MPC and Fuzzy-Neural MPC. In the second part, several excellent applications of MPC in modern industry are proposed and efficient commercial software for MPC is introduced. Because of its special industrial origin, we believe that MPC will remain energetic in the future. |
| format | Online |
| id | doab-20.500.12854ir-65001 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | IntechOpen |
| publisherStr | IntechOpen |
| record_format | ojs |
| spelling | doab-20.500.12854ir-650012024-04-11T20:33:50Z Advanced Model Predictive Control Zheng, Tao Automatic control engineering thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJF Electronics engineering::TJFM Automatic control engineering Model Predictive Control (MPC) refers to a class of control algorithms in which a dynamic process model is used to predict and optimize process performance. From lower request of modeling accuracy and robustness to complicated process plants, MPC has been widely accepted in many practical fields. As the guide for researchers and engineers all over the world concerned with the latest developments of MPC, the purpose of "Advanced Model Predictive Control" is to show the readers the recent achievements in this area. The first part of this exciting book will help you comprehend the frontiers in theoretical research of MPC, such as Fast MPC, Nonlinear MPC, Distributed MPC, Multi-Dimensional MPC and Fuzzy-Neural MPC. In the second part, several excellent applications of MPC in modern industry are proposed and efficient commercial software for MPC is introduced. Because of its special industrial origin, we believe that MPC will remain energetic in the future. 2021-04-20T15:06:46Z 2021-04-20T15:06:46Z 2011 book ONIX_20210420_9789533072982_357 9789533072982 9789535160151 https://directory.doabooks.org/handle/20.500.12854/65001 eng image/jpeg n/a https://www.intechopen.com/books https://mts.intechopen.com/storage/books/160/authors_book/authors_book.pdf IntechOpen IntechOpen 10.5772/685 10.5772/685 78a36484-2c0c-47cb-ad67-2b9f5cd4a8f6 9789533072982 9789535160151 IntechOpen 432 open access |
| spellingShingle | Automatic control engineering thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJF Electronics engineering::TJFM Automatic control engineering Advanced Model Predictive Control |
| title | Advanced Model Predictive Control |
| title_full | Advanced Model Predictive Control |
| title_fullStr | Advanced Model Predictive Control |
| title_full_unstemmed | Advanced Model Predictive Control |
| title_short | Advanced Model Predictive Control |
| title_sort | advanced model predictive control |
| topic | Automatic control engineering thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJF Electronics engineering::TJFM Automatic control engineering |
| topic_facet | Automatic control engineering thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJF Electronics engineering::TJFM Automatic control engineering |
| url | ONIX_20210420_9789533072982_357 |