Intelligent Control Using Metaheuristic Optimization for Buck-Boost Converter
This research aims to introduce an intelligent controlling system of windmill-generated voltage connected to a load of 12 V. As natural wind speed lacks consistency, the resultant irregular voltage can lead to system damage. In the experiment, a buck-boost converter is not only designed to control s...
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| Format: | Article |
| Language: | English |
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Wiley
2020-01-01
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| Series: | Journal of Engineering |
| Online Access: | http://dx.doi.org/10.1155/2020/5462871 |
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| _version_ | 1832550532775936000 |
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| author | P. Chanjira S. Tunyasrirut |
| author_facet | P. Chanjira S. Tunyasrirut |
| author_sort | P. Chanjira |
| collection | DOAJ |
| description | This research aims to introduce an intelligent controlling system of windmill-generated voltage connected to a load of 12 V. As natural wind speed lacks consistency, the resultant irregular voltage can lead to system damage. In the experiment, a buck-boost converter is not only designed to control such voltage but also tuned by intelligent methods. It is very challenging to control the system. PI controller is developed using metaheuristic optimization, an artificial fish-swarm algorithm (AFSA). In testing, the buck-boost converter is controlled by the PI controller at a reference voltage of 14 V and supplied with an input voltage Vin in the range of 5–100V. The result shows that, even with inconstant Vin, the system can effectively control the reference voltage at 14 V. |
| format | Article |
| id | doaj-art-02ac5876fb4f487e8ec72d58dd4870b9 |
| institution | Kabale University |
| issn | 2314-4904 2314-4912 |
| language | English |
| publishDate | 2020-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Engineering |
| spelling | doaj-art-02ac5876fb4f487e8ec72d58dd4870b92025-02-03T06:06:26ZengWileyJournal of Engineering2314-49042314-49122020-01-01202010.1155/2020/54628715462871Intelligent Control Using Metaheuristic Optimization for Buck-Boost ConverterP. Chanjira0S. Tunyasrirut1Faculty of Engineering, Pathumwan Institute of Technology, 833 Rama 1 Road, Wangmai, Pathumwan, Bangkok 10330, ThailandFaculty of Engineering, Pathumwan Institute of Technology, 833 Rama 1 Road, Wangmai, Pathumwan, Bangkok 10330, ThailandThis research aims to introduce an intelligent controlling system of windmill-generated voltage connected to a load of 12 V. As natural wind speed lacks consistency, the resultant irregular voltage can lead to system damage. In the experiment, a buck-boost converter is not only designed to control such voltage but also tuned by intelligent methods. It is very challenging to control the system. PI controller is developed using metaheuristic optimization, an artificial fish-swarm algorithm (AFSA). In testing, the buck-boost converter is controlled by the PI controller at a reference voltage of 14 V and supplied with an input voltage Vin in the range of 5–100V. The result shows that, even with inconstant Vin, the system can effectively control the reference voltage at 14 V.http://dx.doi.org/10.1155/2020/5462871 |
| spellingShingle | P. Chanjira S. Tunyasrirut Intelligent Control Using Metaheuristic Optimization for Buck-Boost Converter Journal of Engineering |
| title | Intelligent Control Using Metaheuristic Optimization for Buck-Boost Converter |
| title_full | Intelligent Control Using Metaheuristic Optimization for Buck-Boost Converter |
| title_fullStr | Intelligent Control Using Metaheuristic Optimization for Buck-Boost Converter |
| title_full_unstemmed | Intelligent Control Using Metaheuristic Optimization for Buck-Boost Converter |
| title_short | Intelligent Control Using Metaheuristic Optimization for Buck-Boost Converter |
| title_sort | intelligent control using metaheuristic optimization for buck boost converter |
| url | http://dx.doi.org/10.1155/2020/5462871 |
| work_keys_str_mv | AT pchanjira intelligentcontrolusingmetaheuristicoptimizationforbuckboostconverter AT stunyasrirut intelligentcontrolusingmetaheuristicoptimizationforbuckboostconverter |