Sizing Control and Hardware Implementation of a Hybrid Wind-Solar Power System, Based on an ANN Approach, for Pumping Water
In our day, solar energy and wind energy are becoming more and more used as renewable sources by various countries for different uses such as in an isolated home. These energies admit a unique limitation related to the characteristic of energy instability. For this, the objective of this manuscript...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2019-01-01
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| Series: | International Journal of Photoenergy |
| Online Access: | http://dx.doi.org/10.1155/2019/5672032 |
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| _version_ | 1832548758948151296 |
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| author | Ons Zarrad Mohamed Ali Hajjaji Aymen Jemaa Mohamed Nejib Mansouri |
| author_facet | Ons Zarrad Mohamed Ali Hajjaji Aymen Jemaa Mohamed Nejib Mansouri |
| author_sort | Ons Zarrad |
| collection | DOAJ |
| description | In our day, solar energy and wind energy are becoming more and more used as renewable sources by various countries for different uses such as in an isolated home. These energies admit a unique limitation related to the characteristic of energy instability. For this, the objective of this manuscript is to command and synchronize the power flow of a hybrid system using two sources of energy (solar and wind). The first contribution of our work is the utilization of an artificial neural network controller to command, at fixed atmospheric conditions, the maximum power point. The second contribution is the optimization of the system respecting real-time constraints to increase a generating system performance. As a matter of fact, the proposed system and the controller are modeled using MATLAB/Simulink and a Xilinx System Generator is utilized for hardware implementation. The simulation results, compared with other works in the literature, present high performance, efficiency, and precision. The suggested system and its control strategy give the opportunity of optimizing the hybrid power system performance, which is utilized in rural pumping or other smart house applications. |
| format | Article |
| id | doaj-art-4a68a74cc546470e97874cb831737118 |
| institution | Kabale University |
| issn | 1110-662X 1687-529X |
| language | English |
| publishDate | 2019-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Photoenergy |
| spelling | doaj-art-4a68a74cc546470e97874cb8317371182025-02-03T06:13:07ZengWileyInternational Journal of Photoenergy1110-662X1687-529X2019-01-01201910.1155/2019/56720325672032Sizing Control and Hardware Implementation of a Hybrid Wind-Solar Power System, Based on an ANN Approach, for Pumping WaterOns Zarrad0Mohamed Ali Hajjaji1Aymen Jemaa2Mohamed Nejib Mansouri3Université de Monastir, Laboratoire d’Électronique et de Microélectronique, LR99ES30, 5000 Monastir, TunisiaUniversité de Monastir, Laboratoire d’Électronique et de Microélectronique, LR99ES30, 5000 Monastir, TunisiaUniversité de Monastir, Laboratoire d’Électronique et de Microélectronique, LR99ES30, 5000 Monastir, TunisiaUnit of Industrial Systems Study and Renewable Energy (ESIER), National Engineering School, University of Monastir, Monastir 5000, TunisiaIn our day, solar energy and wind energy are becoming more and more used as renewable sources by various countries for different uses such as in an isolated home. These energies admit a unique limitation related to the characteristic of energy instability. For this, the objective of this manuscript is to command and synchronize the power flow of a hybrid system using two sources of energy (solar and wind). The first contribution of our work is the utilization of an artificial neural network controller to command, at fixed atmospheric conditions, the maximum power point. The second contribution is the optimization of the system respecting real-time constraints to increase a generating system performance. As a matter of fact, the proposed system and the controller are modeled using MATLAB/Simulink and a Xilinx System Generator is utilized for hardware implementation. The simulation results, compared with other works in the literature, present high performance, efficiency, and precision. The suggested system and its control strategy give the opportunity of optimizing the hybrid power system performance, which is utilized in rural pumping or other smart house applications.http://dx.doi.org/10.1155/2019/5672032 |
| spellingShingle | Ons Zarrad Mohamed Ali Hajjaji Aymen Jemaa Mohamed Nejib Mansouri Sizing Control and Hardware Implementation of a Hybrid Wind-Solar Power System, Based on an ANN Approach, for Pumping Water International Journal of Photoenergy |
| title | Sizing Control and Hardware Implementation of a Hybrid Wind-Solar Power System, Based on an ANN Approach, for Pumping Water |
| title_full | Sizing Control and Hardware Implementation of a Hybrid Wind-Solar Power System, Based on an ANN Approach, for Pumping Water |
| title_fullStr | Sizing Control and Hardware Implementation of a Hybrid Wind-Solar Power System, Based on an ANN Approach, for Pumping Water |
| title_full_unstemmed | Sizing Control and Hardware Implementation of a Hybrid Wind-Solar Power System, Based on an ANN Approach, for Pumping Water |
| title_short | Sizing Control and Hardware Implementation of a Hybrid Wind-Solar Power System, Based on an ANN Approach, for Pumping Water |
| title_sort | sizing control and hardware implementation of a hybrid wind solar power system based on an ann approach for pumping water |
| url | http://dx.doi.org/10.1155/2019/5672032 |
| work_keys_str_mv | AT onszarrad sizingcontrolandhardwareimplementationofahybridwindsolarpowersystembasedonanannapproachforpumpingwater AT mohamedalihajjaji sizingcontrolandhardwareimplementationofahybridwindsolarpowersystembasedonanannapproachforpumpingwater AT aymenjemaa sizingcontrolandhardwareimplementationofahybridwindsolarpowersystembasedonanannapproachforpumpingwater AT mohamednejibmansouri sizingcontrolandhardwareimplementationofahybridwindsolarpowersystembasedonanannapproachforpumpingwater |