A Novel Strategy of Maximum Power Point Tracking for Photovoltaic Panels Based on Fuzzy Logic Algorithm
From the perspective of renewable energy industry investment, absorbing maximum power from renewable sources is a vital factor. Hence, an algorithm is required to change the operating point of renewable energy sources in different environment conditions accordingly. This paper proposes a novel algor...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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VSB-Technical University of Ostrava
2020-01-01
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| Series: | Advances in Electrical and Electronic Engineering |
| Subjects: | |
| Online Access: | http://advances.utc.sk/index.php/AEEE/article/view/3511 |
| _version_ | 1797826960888430592 |
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| author | Mohammad Eydi Seyyed Iman Hosseini Sabzevari Reza Ghazi |
| author_facet | Mohammad Eydi Seyyed Iman Hosseini Sabzevari Reza Ghazi |
| author_sort | Mohammad Eydi |
| collection | DOAJ |
| description | From the perspective of renewable energy industry investment, absorbing maximum power from renewable sources is a vital factor. Hence, an algorithm is required to change the operating point of renewable energy sources in different environment conditions accordingly. This paper proposes a novel algorithm for tracking the Maximum Power Point (MPP) of a Photovoltaic (PV) panel. In this paper, an auxiliary parameter based on the voltage and power of the PV panel is suggested. By adopting this parameter, independence of irradiation and temperature, the interval between the operating point and the MPP can be estimated. Furthermore, the range of the MPP voltage variations is calculated with respect to various irradiations and temperatures. Then, a novel fuzzy logic Maximum Power Point Tracking (MPPT) algorithm is proposed based on the introduced parameter and voltage variations interval of the MPP. The proposed algorithm has appropriate respond to environment condition changes with proper speed and accuracy. In addition, unlike Hill Climbing (HC) and Perturb and Observe (P&O), the proposed method has no chattering in steady state. The abovementioned claims are successfully validated via the software MATLAB/Simulink. |
| first_indexed | 2024-04-09T12:40:36Z |
| format | Article |
| id | doaj.art-47348ba4feab4a1499d8b48bb966693f |
| institution | Directory Open Access Journal |
| issn | 1336-1376 1804-3119 |
| language | English |
| last_indexed | 2024-04-09T12:40:36Z |
| publishDate | 2020-01-01 |
| publisher | VSB-Technical University of Ostrava |
| record_format | Article |
| series | Advances in Electrical and Electronic Engineering |
| spelling | doaj.art-47348ba4feab4a1499d8b48bb966693f2023-05-14T20:50:13ZengVSB-Technical University of OstravaAdvances in Electrical and Electronic Engineering1336-13761804-31192020-01-0118111010.15598/aeee.v18i1.35111074A Novel Strategy of Maximum Power Point Tracking for Photovoltaic Panels Based on Fuzzy Logic AlgorithmMohammad Eydi0Seyyed Iman Hosseini Sabzevari1Reza Ghazi2Department of Electrical Engineering, Faculty of Engineering, Ferdowsi University of Mashhad, Azadi Street, 9177948974 Mashhad, IranDepartment of Electrical Engineering, Faculty of Engineering, Ferdowsi University of Mashhad, Azadi Street, 9177948974 Mashhad, IraDepartment of Electrical Engineering, Faculty of Engineering, Ferdowsi University of Mashhad, Azadi Street, 9177948974 Mashhad, IraFrom the perspective of renewable energy industry investment, absorbing maximum power from renewable sources is a vital factor. Hence, an algorithm is required to change the operating point of renewable energy sources in different environment conditions accordingly. This paper proposes a novel algorithm for tracking the Maximum Power Point (MPP) of a Photovoltaic (PV) panel. In this paper, an auxiliary parameter based on the voltage and power of the PV panel is suggested. By adopting this parameter, independence of irradiation and temperature, the interval between the operating point and the MPP can be estimated. Furthermore, the range of the MPP voltage variations is calculated with respect to various irradiations and temperatures. Then, a novel fuzzy logic Maximum Power Point Tracking (MPPT) algorithm is proposed based on the introduced parameter and voltage variations interval of the MPP. The proposed algorithm has appropriate respond to environment condition changes with proper speed and accuracy. In addition, unlike Hill Climbing (HC) and Perturb and Observe (P&O), the proposed method has no chattering in steady state. The abovementioned claims are successfully validated via the software MATLAB/Simulink.http://advances.utc.sk/index.php/AEEE/article/view/3511fuzzy logic algorithmmpptpv panelrange of mpps variations. |
| spellingShingle | Mohammad Eydi Seyyed Iman Hosseini Sabzevari Reza Ghazi A Novel Strategy of Maximum Power Point Tracking for Photovoltaic Panels Based on Fuzzy Logic Algorithm Advances in Electrical and Electronic Engineering fuzzy logic algorithm mppt pv panel range of mpps variations. |
| title | A Novel Strategy of Maximum Power Point Tracking for Photovoltaic Panels Based on Fuzzy Logic Algorithm |
| title_full | A Novel Strategy of Maximum Power Point Tracking for Photovoltaic Panels Based on Fuzzy Logic Algorithm |
| title_fullStr | A Novel Strategy of Maximum Power Point Tracking for Photovoltaic Panels Based on Fuzzy Logic Algorithm |
| title_full_unstemmed | A Novel Strategy of Maximum Power Point Tracking for Photovoltaic Panels Based on Fuzzy Logic Algorithm |
| title_short | A Novel Strategy of Maximum Power Point Tracking for Photovoltaic Panels Based on Fuzzy Logic Algorithm |
| title_sort | novel strategy of maximum power point tracking for photovoltaic panels based on fuzzy logic algorithm |
| topic | fuzzy logic algorithm mppt pv panel range of mpps variations. |
| url | http://advances.utc.sk/index.php/AEEE/article/view/3511 |
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