Construction and Evaluation of a Control Mechanism for Fuzzy Fractional-Order PID
In this research, a control mechanism for fuzzy fractional-order proportional integral derivatives was suggested (FFOPID). The fractional calculus application has been used in different fields of engineering and science and showed to be improved in the past few years. However, there are few studies...
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| Format: | Article |
| Language: | English |
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MDPI AG
2022-07-01
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| Series: | Applied Sciences |
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| Online Access: | https://www.mdpi.com/2076-3417/12/14/6832 |
| _version_ | 1827598154750492672 |
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| author | Mujahed Al-Dhaifallah |
| author_facet | Mujahed Al-Dhaifallah |
| author_sort | Mujahed Al-Dhaifallah |
| collection | DOAJ |
| description | In this research, a control mechanism for fuzzy fractional-order proportional integral derivatives was suggested (FFOPID). The fractional calculus application has been used in different fields of engineering and science and showed to be improved in the past few years. However, there are few studies on the implementation of the fuzzy fractional-order controller for control in real time. Therefore, for an experimental pressure control model, a fractional order PID controller with intelligent fuzzy tuning was constructed and its results were calculated through simulation. To highlight proposed control scheme advantages, the performances of the controller were inspected under load disturbances and variations in set-point conditions. Furthermore, with classical PID control schemes and fractional order proportional integral derivative (FOPID), a comparative study was made. It is revealed from the results that the suggested control scheme outclasses other categories of the control schemes. |
| first_indexed | 2024-03-09T03:45:32Z |
| format | Article |
| id | doaj.art-75b85a50dae744b2ac5333b9cbe30c08 |
| institution | Directory Open Access Journal |
| issn | 2076-3417 |
| language | English |
| last_indexed | 2024-03-09T03:45:32Z |
| publishDate | 2022-07-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Applied Sciences |
| spelling | doaj.art-75b85a50dae744b2ac5333b9cbe30c082023-12-03T14:34:40ZengMDPI AGApplied Sciences2076-34172022-07-011214683210.3390/app12146832Construction and Evaluation of a Control Mechanism for Fuzzy Fractional-Order PIDMujahed Al-Dhaifallah0Control and Instrumentation Engineering Department, King Fahd University of Petroleum & Minerals, Dhahran 31261, Saudi ArabiaIn this research, a control mechanism for fuzzy fractional-order proportional integral derivatives was suggested (FFOPID). The fractional calculus application has been used in different fields of engineering and science and showed to be improved in the past few years. However, there are few studies on the implementation of the fuzzy fractional-order controller for control in real time. Therefore, for an experimental pressure control model, a fractional order PID controller with intelligent fuzzy tuning was constructed and its results were calculated through simulation. To highlight proposed control scheme advantages, the performances of the controller were inspected under load disturbances and variations in set-point conditions. Furthermore, with classical PID control schemes and fractional order proportional integral derivative (FOPID), a comparative study was made. It is revealed from the results that the suggested control scheme outclasses other categories of the control schemes.https://www.mdpi.com/2076-3417/12/14/6832fractional-order controlpressure controlPID controllerpressure system identificationfuzzy logic control |
| spellingShingle | Mujahed Al-Dhaifallah Construction and Evaluation of a Control Mechanism for Fuzzy Fractional-Order PID Applied Sciences fractional-order control pressure control PID controller pressure system identification fuzzy logic control |
| title | Construction and Evaluation of a Control Mechanism for Fuzzy Fractional-Order PID |
| title_full | Construction and Evaluation of a Control Mechanism for Fuzzy Fractional-Order PID |
| title_fullStr | Construction and Evaluation of a Control Mechanism for Fuzzy Fractional-Order PID |
| title_full_unstemmed | Construction and Evaluation of a Control Mechanism for Fuzzy Fractional-Order PID |
| title_short | Construction and Evaluation of a Control Mechanism for Fuzzy Fractional-Order PID |
| title_sort | construction and evaluation of a control mechanism for fuzzy fractional order pid |
| topic | fractional-order control pressure control PID controller pressure system identification fuzzy logic control |
| url | https://www.mdpi.com/2076-3417/12/14/6832 |
| work_keys_str_mv | AT mujahedaldhaifallah constructionandevaluationofacontrolmechanismforfuzzyfractionalorderpid |