Comparative Analysis of Wind Energy Potential with Nakagami and Weibull Distribution Methods for Wind Turbine Planning
Wind energy is renewable energy used as an energy source for wind power plants (PLTB). The most common distribution method used to model wind speed distribution data is the Weibull distribution. The Nakagami distribution has begun to be widely used in several studies to model wind speed distribution...
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| Format: | Article |
| Language: | English |
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Syiah Kuala University
2023-04-01
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| Series: | Aceh International Journal of Science and Technology |
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| Online Access: | https://jurnal.usk.ac.id/AIJST/article/view/30736 |
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| author | Suriadi Suriadi Muna Nabilah Muzakir Zainal Muhammad Yanis Marwan Marwan Muzailin Affan |
| author_facet | Suriadi Suriadi Muna Nabilah Muzakir Zainal Muhammad Yanis Marwan Marwan Muzailin Affan |
| author_sort | Suriadi Suriadi |
| collection | DOAJ |
| description | Wind energy is renewable energy used as an energy source for wind power plants (PLTB). The most common distribution method used to model wind speed distribution data is the Weibull distribution. The Nakagami distribution has begun to be widely used in several studies to model wind speed distribution data. The Nakagami distribution is considered an alternative to the Weibull distribution in modeling wind speed distribution data. This study aims to compare the distribution of Nakagami and Weibull in analyzing wind power potential and calculating the resulting Wind Energy Production (WEP), using wind speed distribution data from both distributions in Kuta Raja, Banda Aceh and Lhoknga, Aceh Besar. The wind speed data used is satellite data (secondary data) downloaded via windguru.cz, with the most stable wind speed being a wind speed of 3-5 m/s. The value of wind power potential at the Kuta Raja location, Banda Aceh was obtained at 64.16% with the Nakagami distribution and 62.73% with the Weibull distribution, and 73.60% with the Nakagami distribution and 73.28% at the Lhoknga location, Aceh Besar. The comparison of these two distributions produces a Weibull distribution that is superior to the Nakagami distribution for both locations, where the Weibull distribution has a smaller error value and produces a WEP value that is in accordance with the actual/observable data compared to the Nakagami distribution. In this study, the Nakagami distribution has results that make this distribution an alternative or comparison to the Weibull distribution in distributing wind speed data with further research. |
| format | Article |
| id | doaj-art-beccb2b9b0b34d1ab38f5e821bb38624 |
| institution | Kabale University |
| issn | 2088-9860 |
| language | English |
| publishDate | 2023-04-01 |
| publisher | Syiah Kuala University |
| record_format | Article |
| series | Aceh International Journal of Science and Technology |
| spelling | doaj-art-beccb2b9b0b34d1ab38f5e821bb386242025-08-20T03:36:19ZengSyiah Kuala UniversityAceh International Journal of Science and Technology2088-98602023-04-0112110411510.13170/aijst.12.1.3073615905Comparative Analysis of Wind Energy Potential with Nakagami and Weibull Distribution Methods for Wind Turbine PlanningSuriadi Suriadi0Muna Nabilah1Muzakir Zainal2Muhammad Yanis3Marwan Marwan4Muzailin Affan5Universitas Syiah KualaSyiah Kuala UniversityUniversitas Syiah KualaUniversitas Syiah KualaUniversitas Syiah KualaUniversitas Syiah KualaWind energy is renewable energy used as an energy source for wind power plants (PLTB). The most common distribution method used to model wind speed distribution data is the Weibull distribution. The Nakagami distribution has begun to be widely used in several studies to model wind speed distribution data. The Nakagami distribution is considered an alternative to the Weibull distribution in modeling wind speed distribution data. This study aims to compare the distribution of Nakagami and Weibull in analyzing wind power potential and calculating the resulting Wind Energy Production (WEP), using wind speed distribution data from both distributions in Kuta Raja, Banda Aceh and Lhoknga, Aceh Besar. The wind speed data used is satellite data (secondary data) downloaded via windguru.cz, with the most stable wind speed being a wind speed of 3-5 m/s. The value of wind power potential at the Kuta Raja location, Banda Aceh was obtained at 64.16% with the Nakagami distribution and 62.73% with the Weibull distribution, and 73.60% with the Nakagami distribution and 73.28% at the Lhoknga location, Aceh Besar. The comparison of these two distributions produces a Weibull distribution that is superior to the Nakagami distribution for both locations, where the Weibull distribution has a smaller error value and produces a WEP value that is in accordance with the actual/observable data compared to the Nakagami distribution. In this study, the Nakagami distribution has results that make this distribution an alternative or comparison to the Weibull distribution in distributing wind speed data with further research.https://jurnal.usk.ac.id/AIJST/article/view/30736wind power potential, wind speed, nakagami distribution, weibull distribution, goodness of fit test, wind energy production (wep) |
| spellingShingle | Suriadi Suriadi Muna Nabilah Muzakir Zainal Muhammad Yanis Marwan Marwan Muzailin Affan Comparative Analysis of Wind Energy Potential with Nakagami and Weibull Distribution Methods for Wind Turbine Planning Aceh International Journal of Science and Technology wind power potential, wind speed, nakagami distribution, weibull distribution, goodness of fit test, wind energy production (wep) |
| title | Comparative Analysis of Wind Energy Potential with Nakagami and Weibull Distribution Methods for Wind Turbine Planning |
| title_full | Comparative Analysis of Wind Energy Potential with Nakagami and Weibull Distribution Methods for Wind Turbine Planning |
| title_fullStr | Comparative Analysis of Wind Energy Potential with Nakagami and Weibull Distribution Methods for Wind Turbine Planning |
| title_full_unstemmed | Comparative Analysis of Wind Energy Potential with Nakagami and Weibull Distribution Methods for Wind Turbine Planning |
| title_short | Comparative Analysis of Wind Energy Potential with Nakagami and Weibull Distribution Methods for Wind Turbine Planning |
| title_sort | comparative analysis of wind energy potential with nakagami and weibull distribution methods for wind turbine planning |
| topic | wind power potential, wind speed, nakagami distribution, weibull distribution, goodness of fit test, wind energy production (wep) |
| url | https://jurnal.usk.ac.id/AIJST/article/view/30736 |
| work_keys_str_mv | AT suriadisuriadi comparativeanalysisofwindenergypotentialwithnakagamiandweibulldistributionmethodsforwindturbineplanning AT munanabilah comparativeanalysisofwindenergypotentialwithnakagamiandweibulldistributionmethodsforwindturbineplanning AT muzakirzainal comparativeanalysisofwindenergypotentialwithnakagamiandweibulldistributionmethodsforwindturbineplanning AT muhammadyanis comparativeanalysisofwindenergypotentialwithnakagamiandweibulldistributionmethodsforwindturbineplanning AT marwanmarwan comparativeanalysisofwindenergypotentialwithnakagamiandweibulldistributionmethodsforwindturbineplanning AT muzailinaffan comparativeanalysisofwindenergypotentialwithnakagamiandweibulldistributionmethodsforwindturbineplanning |