Mixed-integer MPC for the temperature control of the batch reactor
Discrete Model Predictive Control (MPC) became one of the most widespread modern control principles. Process controls with a finite number of admissible values are common in a large number of relevant applications. For this type of optimization problems, the computational complexity is exponential i...
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| Format: | Article |
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EDP Sciences
2016-01-01
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| Series: | MATEC Web of Conferences |
| Online Access: | http://dx.doi.org/10.1051/matecconf/20167602013 |
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doaj-dbc69a38edc64c28a7bfb405a66363522021-02-02T00:40:36ZengEDP SciencesMATEC Web of Conferences2261-236X2016-01-01760201310.1051/matecconf/20167602013matecconf_cscc2016_02013Mixed-integer MPC for the temperature control of the batch reactorNovák JakubChalupa PetrDiscrete Model Predictive Control (MPC) became one of the most widespread modern control principles. Process controls with a finite number of admissible values are common in a large number of relevant applications. For this type of optimization problems, the computational complexity is exponential in the number of binary optimization variables. The solver is based on a standard branch-and-bound method and interior point method is used for solution of the relaxed problem. The simulation experiment involved controlling the temperature of a batch reactor by using two on/off input valves and a discrete-position mixing valve.http://dx.doi.org/10.1051/matecconf/20167602013 |
| collection |
DOAJ |
| language |
English |
| format |
Article |
| sources |
DOAJ |
| author |
Novák Jakub Chalupa Petr |
| spellingShingle |
Novák Jakub Chalupa Petr Mixed-integer MPC for the temperature control of the batch reactor MATEC Web of Conferences |
| author_facet |
Novák Jakub Chalupa Petr |
| author_sort |
Novák Jakub |
| title |
Mixed-integer MPC for the temperature control of the batch reactor |
| title_short |
Mixed-integer MPC for the temperature control of the batch reactor |
| title_full |
Mixed-integer MPC for the temperature control of the batch reactor |
| title_fullStr |
Mixed-integer MPC for the temperature control of the batch reactor |
| title_full_unstemmed |
Mixed-integer MPC for the temperature control of the batch reactor |
| title_sort |
mixed-integer mpc for the temperature control of the batch reactor |
| publisher |
EDP Sciences |
| series |
MATEC Web of Conferences |
| issn |
2261-236X |
| publishDate |
2016-01-01 |
| description |
Discrete Model Predictive Control (MPC) became one of the most widespread modern control principles. Process controls with a finite number of admissible values are common in a large number of relevant applications. For this type of optimization problems, the computational complexity is exponential in the number of binary optimization variables. The solver is based on a standard branch-and-bound method and interior point method is used for solution of the relaxed problem. The simulation experiment involved controlling the temperature of a batch reactor by using two on/off input valves and a discrete-position mixing valve. |
| url |
http://dx.doi.org/10.1051/matecconf/20167602013 |
| work_keys_str_mv |
AT novakjakub mixedintegermpcforthetemperaturecontrolofthebatchreactor AT chalupapetr mixedintegermpcforthetemperaturecontrolofthebatchreactor |
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