A stochastic approach to the operative control of flood flows through a reservoir
The contribution focuses on the design of a control algorithm aimed at the operative control of runoff water from a reservoir during flood situations. Management is based on the stochastically specified forecast of water inflow into the reservoir. From a mathematical perspective, the solved task pre...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Sciendo
2016-03-01
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| Series: | Journal of Hydrology and Hydromechanics |
| Subjects: | |
| Online Access: | https://doi.org/10.1515/johh-2016-0012 |
| _version_ | 1818765210690781184 |
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| author | Jaroš Lubomír Starý Miloš Březková Lucie |
| author_facet | Jaroš Lubomír Starý Miloš Březková Lucie |
| author_sort | Jaroš Lubomír |
| collection | DOAJ |
| description | The contribution focuses on the design of a control algorithm aimed at the operative control of runoff water from a reservoir during flood situations. Management is based on the stochastically specified forecast of water inflow into the reservoir. From a mathematical perspective, the solved task presents the control of a dynamic system whose predicted hydrological input (water inflow) is characterised by significant uncertainty. The algorithm uses a combination of simulation model data, in which the position of the bottom outlets is sought via nonlinear optimisation methods, and artificial intelligence methods (adaptation and fuzzy model). The task is written in the technical computing language MATLAB using the Fuzzy Logic Toolbox. |
| first_indexed | 2024-12-18T08:14:28Z |
| format | Article |
| id | doaj.art-aa912b1438254cb6a20daa92c4b1de18 |
| institution | Directory Open Access Journal |
| issn | 0042-790X |
| language | English |
| last_indexed | 2024-12-18T08:14:28Z |
| publishDate | 2016-03-01 |
| publisher | Sciendo |
| record_format | Article |
| series | Journal of Hydrology and Hydromechanics |
| spelling | doaj.art-aa912b1438254cb6a20daa92c4b1de182022-12-21T21:14:50ZengSciendoJournal of Hydrology and Hydromechanics0042-790X2016-03-01641919610.1515/johh-2016-0012johh-2016-0012A stochastic approach to the operative control of flood flows through a reservoirJaroš Lubomír0Starý Miloš1Březková Lucie2 Povodí Odry, State Enterprise, Varenská 3101/49, 701 26 Ostrava, Czech Republic. Brno Technical University, Faculty of Civil Engineering, Institute of Landscape Water Management, Žižkova 17, 602 00, Brno, Czech Republic. Brno Technical University, Faculty of Civil Engineering, Institute of Landscape Water Management, Žižkova 17, 602 00, Brno, Czech Republic.The contribution focuses on the design of a control algorithm aimed at the operative control of runoff water from a reservoir during flood situations. Management is based on the stochastically specified forecast of water inflow into the reservoir. From a mathematical perspective, the solved task presents the control of a dynamic system whose predicted hydrological input (water inflow) is characterised by significant uncertainty. The algorithm uses a combination of simulation model data, in which the position of the bottom outlets is sought via nonlinear optimisation methods, and artificial intelligence methods (adaptation and fuzzy model). The task is written in the technical computing language MATLAB using the Fuzzy Logic Toolbox.https://doi.org/10.1515/johh-2016-0012operative control of reservoirartificial intelligencefuzzy inference systemneural networksstochastic forecaststochastic control of reservoirprinciple of adaptation |
| spellingShingle | Jaroš Lubomír Starý Miloš Březková Lucie A stochastic approach to the operative control of flood flows through a reservoir Journal of Hydrology and Hydromechanics operative control of reservoir artificial intelligence fuzzy inference system neural networks stochastic forecast stochastic control of reservoir principle of adaptation |
| title | A stochastic approach to the operative control of flood flows through a reservoir |
| title_full | A stochastic approach to the operative control of flood flows through a reservoir |
| title_fullStr | A stochastic approach to the operative control of flood flows through a reservoir |
| title_full_unstemmed | A stochastic approach to the operative control of flood flows through a reservoir |
| title_short | A stochastic approach to the operative control of flood flows through a reservoir |
| title_sort | stochastic approach to the operative control of flood flows through a reservoir |
| topic | operative control of reservoir artificial intelligence fuzzy inference system neural networks stochastic forecast stochastic control of reservoir principle of adaptation |
| url | https://doi.org/10.1515/johh-2016-0012 |
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