Estimation of Single-Diode and Two-Diode Solar Cell Parameters by Using a Chaotic Optimization Approach
Estimation of single-diode and two-diode solar cell parameters by using chaotic optimization approach (COA) is addressed. The proposed approach is based on the use of experimentally determined current-voltage (<i>I-V</i>) characteristics. It outperforms a large number of other techniques...
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| Format: | Article |
| Language: | English |
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MDPI AG
2019-11-01
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| Series: | Energies |
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| Online Access: | https://www.mdpi.com/1996-1073/12/21/4209 |
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| author | Martin Ćalasan Dražen Jovanović Vesna Rubežić Saša Mujović Slobodan Đukanović |
| author_facet | Martin Ćalasan Dražen Jovanović Vesna Rubežić Saša Mujović Slobodan Đukanović |
| author_sort | Martin Ćalasan |
| collection | DOAJ |
| description | Estimation of single-diode and two-diode solar cell parameters by using chaotic optimization approach (COA) is addressed. The proposed approach is based on the use of experimentally determined current-voltage (<i>I-V</i>) characteristics. It outperforms a large number of other techniques in terms of average error between the measured and the estimated <i>I-V</i> values, as well as of time complexity. Implementation of the proposed approach on the <i>I-V</i> curves measured in laboratory environment for different values of solar irradiation and temperature prove its applicability in terms of accuracy, effectiveness and the ease of implementation for a wide range of practical environment conditions. The COA-based parameter estimation is, therefore, useful for PV power converter designers who require fast and accurate model for PV cell/module. |
| first_indexed | 2024-04-13T06:57:40Z |
| format | Article |
| id | doaj.art-4dffcea50efb43198618c97ef604510f |
| institution | Directory Open Access Journal |
| issn | 1996-1073 |
| language | English |
| last_indexed | 2024-04-13T06:57:40Z |
| publishDate | 2019-11-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Energies |
| spelling | doaj.art-4dffcea50efb43198618c97ef604510f2022-12-22T02:57:12ZengMDPI AGEnergies1996-10732019-11-011221420910.3390/en12214209en12214209Estimation of Single-Diode and Two-Diode Solar Cell Parameters by Using a Chaotic Optimization ApproachMartin Ćalasan0Dražen Jovanović1Vesna Rubežić2Saša Mujović3Slobodan Đukanović4Faculty of Electrical Engineering, University of Montenegro, Džordža Vašingtona bb, 81000 Podgorica, MontenegroMontenegrin Electrical-energy distribution company—CEDIS, 81000 Podgorica, MontenegroFaculty of Electrical Engineering, University of Montenegro, Džordža Vašingtona bb, 81000 Podgorica, MontenegroFaculty of Electrical Engineering, University of Montenegro, Džordža Vašingtona bb, 81000 Podgorica, MontenegroFaculty of Electrical Engineering, University of Montenegro, Džordža Vašingtona bb, 81000 Podgorica, MontenegroEstimation of single-diode and two-diode solar cell parameters by using chaotic optimization approach (COA) is addressed. The proposed approach is based on the use of experimentally determined current-voltage (<i>I-V</i>) characteristics. It outperforms a large number of other techniques in terms of average error between the measured and the estimated <i>I-V</i> values, as well as of time complexity. Implementation of the proposed approach on the <i>I-V</i> curves measured in laboratory environment for different values of solar irradiation and temperature prove its applicability in terms of accuracy, effectiveness and the ease of implementation for a wide range of practical environment conditions. The COA-based parameter estimation is, therefore, useful for PV power converter designers who require fast and accurate model for PV cell/module.https://www.mdpi.com/1996-1073/12/21/4209solar cell parameterssingle-diode modeltwo-diode modelcoa |
| spellingShingle | Martin Ćalasan Dražen Jovanović Vesna Rubežić Saša Mujović Slobodan Đukanović Estimation of Single-Diode and Two-Diode Solar Cell Parameters by Using a Chaotic Optimization Approach Energies solar cell parameters single-diode model two-diode model coa |
| title | Estimation of Single-Diode and Two-Diode Solar Cell Parameters by Using a Chaotic Optimization Approach |
| title_full | Estimation of Single-Diode and Two-Diode Solar Cell Parameters by Using a Chaotic Optimization Approach |
| title_fullStr | Estimation of Single-Diode and Two-Diode Solar Cell Parameters by Using a Chaotic Optimization Approach |
| title_full_unstemmed | Estimation of Single-Diode and Two-Diode Solar Cell Parameters by Using a Chaotic Optimization Approach |
| title_short | Estimation of Single-Diode and Two-Diode Solar Cell Parameters by Using a Chaotic Optimization Approach |
| title_sort | estimation of single diode and two diode solar cell parameters by using a chaotic optimization approach |
| topic | solar cell parameters single-diode model two-diode model coa |
| url | https://www.mdpi.com/1996-1073/12/21/4209 |
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