Modified WCA-Based Adaptive Control Approach Using Balloon Effect: Electrical Systems Applications
This paper suggests an adaptive control approach using water cycle algorithm optimization method (WCA) modified by a new technique called “Balloon Effect”. The main concept of Balloon Effect is to increase the ability of the WCA to tune individually the gains of the controller...
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IEEE
2020-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/9044323/ |
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doaj-3e0fafca0fae42dfb74fc5969e2857312021-03-30T01:30:29ZengIEEEIEEE Access2169-35362020-01-018608776088910.1109/ACCESS.2020.29825109044323Modified WCA-Based Adaptive Control Approach Using Balloon Effect: Electrical Systems ApplicationsTarek Hassan Mohamed0https://orcid.org/0000-0002-6090-551XHussein Abubakr1https://orcid.org/0000-0002-5196-1421Mohamed Abdelhamid Mohamed Alamin2Ammar Mostafa Hassan3https://orcid.org/0000-0002-2643-0792Department of Electrical Engineering, Faculty of Energy Engineering, Aswan University, Aswan, EgyptDepartment of Electrical Engineering, Faculty of Energy Engineering, Aswan University, Aswan, EgyptEgyptian Hydro Power Generation Company, Aswan, EgyptCollege of Computing and Information Technology, Arab Academy for Science, Technology and Maritime Transport, Aswan, EgyptThis paper suggests an adaptive control approach using water cycle algorithm optimization method (WCA) modified by a new technique called “Balloon Effect”. The main concept of Balloon Effect is to increase the ability of the WCA to tune individually the gains of the controller online. The proposed technique has been used to tune the gains of PID controller and applied to control both of the load frequency control in micro-grid power system (which minimize the fundamental frequency variations) and the position of armature-controlled DC motor. Digital simulations have been carried out to prove the efficiency of the proposed adaptive controller-based WCA with Balloon Effect. The obtained results showed that the proposed adaptive controller maintains robust performance, and effectively reduces the impact of identified disturbances and uncertainties.https://ieeexplore.ieee.org/document/9044323/Load frequency controlspeed control of DC motoradaptive controlwater cycle algorithmballoon effect |
| collection |
DOAJ |
| language |
English |
| format |
Article |
| sources |
DOAJ |
| author |
Tarek Hassan Mohamed Hussein Abubakr Mohamed Abdelhamid Mohamed Alamin Ammar Mostafa Hassan |
| spellingShingle |
Tarek Hassan Mohamed Hussein Abubakr Mohamed Abdelhamid Mohamed Alamin Ammar Mostafa Hassan Modified WCA-Based Adaptive Control Approach Using Balloon Effect: Electrical Systems Applications IEEE Access Load frequency control speed control of DC motor adaptive control water cycle algorithm balloon effect |
| author_facet |
Tarek Hassan Mohamed Hussein Abubakr Mohamed Abdelhamid Mohamed Alamin Ammar Mostafa Hassan |
| author_sort |
Tarek Hassan Mohamed |
| title |
Modified WCA-Based Adaptive Control Approach Using Balloon Effect: Electrical Systems Applications |
| title_short |
Modified WCA-Based Adaptive Control Approach Using Balloon Effect: Electrical Systems Applications |
| title_full |
Modified WCA-Based Adaptive Control Approach Using Balloon Effect: Electrical Systems Applications |
| title_fullStr |
Modified WCA-Based Adaptive Control Approach Using Balloon Effect: Electrical Systems Applications |
| title_full_unstemmed |
Modified WCA-Based Adaptive Control Approach Using Balloon Effect: Electrical Systems Applications |
| title_sort |
modified wca-based adaptive control approach using balloon effect: electrical systems applications |
| publisher |
IEEE |
| series |
IEEE Access |
| issn |
2169-3536 |
| publishDate |
2020-01-01 |
| description |
This paper suggests an adaptive control approach using water cycle algorithm optimization method (WCA) modified by a new technique called “Balloon Effect”. The main concept of Balloon Effect is to increase the ability of the WCA to tune individually the gains of the controller online. The proposed technique has been used to tune the gains of PID controller and applied to control both of the load frequency control in micro-grid power system (which minimize the fundamental frequency variations) and the position of armature-controlled DC motor. Digital simulations have been carried out to prove the efficiency of the proposed adaptive controller-based WCA with Balloon Effect. The obtained results showed that the proposed adaptive controller maintains robust performance, and effectively reduces the impact of identified disturbances and uncertainties. |
| topic |
Load frequency control speed control of DC motor adaptive control water cycle algorithm balloon effect |
| url |
https://ieeexplore.ieee.org/document/9044323/ |
| work_keys_str_mv |
AT tarekhassanmohamed modifiedwcabasedadaptivecontrolapproachusingballooneffectelectricalsystemsapplications AT husseinabubakr modifiedwcabasedadaptivecontrolapproachusingballooneffectelectricalsystemsapplications AT mohamedabdelhamidmohamedalamin modifiedwcabasedadaptivecontrolapproachusingballooneffectelectricalsystemsapplications AT ammarmostafahassan modifiedwcabasedadaptivecontrolapproachusingballooneffectelectricalsystemsapplications |
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