Predictive Control for PV- Water Pumping System based of Interconnected High Gain Observer
This article presents a comprehensive evaluation of an integrated photovoltaic (PV) and water pumping system employing both Finite Set Model Predictive Control (FS-MPC) and Deat Beat Predictive Control (DB-MPC) under varying insolation levels (1000 W/m² to 700 W/m²). The system, initially tested at...
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| Format: | Article |
| Language: | English |
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Universidade Federal de Viçosa (UFV)
2024-01-01
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| Series: | The Journal of Engineering and Exact Sciences |
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| Online Access: | https://periodicos.ufv.br/jcec/article/view/18214 |
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| author | Lamouchi Zakaria Allal Abderrahim Abderrahmane Khechekhouche Antonio Marcos de Oliveira Siqueira Júlio Cesar Costa Campos Kheireddine Lamamra |
| author_facet | Lamouchi Zakaria Allal Abderrahim Abderrahmane Khechekhouche Antonio Marcos de Oliveira Siqueira Júlio Cesar Costa Campos Kheireddine Lamamra |
| author_sort | Lamouchi Zakaria |
| collection | DOAJ |
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This article presents a comprehensive evaluation of an integrated photovoltaic (PV) and water pumping system employing both Finite Set Model Predictive Control (FS-MPC) and Deat Beat Predictive Control (DB-MPC) under varying insolation levels (1000 W/m² to 700 W/m²). The system, initially tested at 1000 W/m², rapidly achieves Maximum Power Point Tracking (MPPT), stabilizing PV parameters at the MPP within 0.2 seconds. Notably, DB-MPC demonstrates superior dynamic response and faster settling times compared to conventional methods. The Interconnected High-Gain Observer accurately estimates motor speed, facilitating the attainment of the rated rotor speed in line with the desired reference speed. Transitioning from 1000 W/m² to 700 W/m² insolation, the system exhibits stability in Vpv and rapid Ipv adjustment at MPP. The InC algorithm extends PV array operation, showcasing a decrease in power output to 2204 W at 60% flow rate. These results affirm the efficacy and adaptability of the proposed control strategies in optimizing the performance of the PV-driven water pumping system, offering promising advancements in sustainable energy applications.
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| format | Article |
| id | doaj-art-c2ec866acd3444f18d0ffaadcf04729e |
| institution | Kabale University |
| issn | 2527-1075 |
| language | English |
| publishDate | 2024-01-01 |
| publisher | Universidade Federal de Viçosa (UFV) |
| record_format | Article |
| series | The Journal of Engineering and Exact Sciences |
| spelling | doaj-art-c2ec866acd3444f18d0ffaadcf04729e2025-02-02T19:54:01ZengUniversidade Federal de Viçosa (UFV)The Journal of Engineering and Exact Sciences2527-10752024-01-0110110.18540/jcecvl10iss1pp18214Predictive Control for PV- Water Pumping System based of Interconnected High Gain Observer Lamouchi Zakaria0Allal Abderrahim1Abderrahmane Khechekhouche2Antonio Marcos de Oliveira Siqueira3Júlio Cesar Costa Campos4Kheireddine Lamamra5Faculty of Technology, University of El-Oued, 3900 El Oued, AlgeriaFaculty of Technology, University of El-Oued, 3900 El Oued, AlgeriaFaculty of Technology, University of El-Oued, 3900 El Oued, AlgeriaUniversidade Federal de Viçosa, BrazilUniversidade Federal de Viçosa, BrazilLaboratory LENT, University of Oum El Bouaghi, Algeria This article presents a comprehensive evaluation of an integrated photovoltaic (PV) and water pumping system employing both Finite Set Model Predictive Control (FS-MPC) and Deat Beat Predictive Control (DB-MPC) under varying insolation levels (1000 W/m² to 700 W/m²). The system, initially tested at 1000 W/m², rapidly achieves Maximum Power Point Tracking (MPPT), stabilizing PV parameters at the MPP within 0.2 seconds. Notably, DB-MPC demonstrates superior dynamic response and faster settling times compared to conventional methods. The Interconnected High-Gain Observer accurately estimates motor speed, facilitating the attainment of the rated rotor speed in line with the desired reference speed. Transitioning from 1000 W/m² to 700 W/m² insolation, the system exhibits stability in Vpv and rapid Ipv adjustment at MPP. The InC algorithm extends PV array operation, showcasing a decrease in power output to 2204 W at 60% flow rate. These results affirm the efficacy and adaptability of the proposed control strategies in optimizing the performance of the PV-driven water pumping system, offering promising advancements in sustainable energy applications. https://periodicos.ufv.br/jcec/article/view/18214Photovoltaic. Incremental conductance. Induction Motor Drive. Water Pump. Conventional control. Deatbeat Predictive Control. Cost function. High gain observer. |
| spellingShingle | Lamouchi Zakaria Allal Abderrahim Abderrahmane Khechekhouche Antonio Marcos de Oliveira Siqueira Júlio Cesar Costa Campos Kheireddine Lamamra Predictive Control for PV- Water Pumping System based of Interconnected High Gain Observer The Journal of Engineering and Exact Sciences Photovoltaic. Incremental conductance. Induction Motor Drive. Water Pump. Conventional control. Deatbeat Predictive Control. Cost function. High gain observer. |
| title | Predictive Control for PV- Water Pumping System based of Interconnected High Gain Observer |
| title_full | Predictive Control for PV- Water Pumping System based of Interconnected High Gain Observer |
| title_fullStr | Predictive Control for PV- Water Pumping System based of Interconnected High Gain Observer |
| title_full_unstemmed | Predictive Control for PV- Water Pumping System based of Interconnected High Gain Observer |
| title_short | Predictive Control for PV- Water Pumping System based of Interconnected High Gain Observer |
| title_sort | predictive control for pv water pumping system based of interconnected high gain observer |
| topic | Photovoltaic. Incremental conductance. Induction Motor Drive. Water Pump. Conventional control. Deatbeat Predictive Control. Cost function. High gain observer. |
| url | https://periodicos.ufv.br/jcec/article/view/18214 |
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