A. Abdullah, Almira Hery Setiorini, Nabila Andara Dwitasari, D. L. Hakim, Muhammad Aziz
{"title":"基于模糊层次分析法的风电场开发选址适宜性分析","authors":"A. Abdullah, Almira Hery Setiorini, Nabila Andara Dwitasari, D. L. Hakim, Muhammad Aziz","doi":"10.17509/ijost.v6i3.38957","DOIUrl":null,"url":null,"abstract":"The development of renewable energy has been constantly conducted as an attempt to increase energy diversification, improve energy sustainability and reduce greenhouse gas emissions, including the wind power plant (WPP). Suitable location selection is urgently necessary to achieve optimized output and high economic values. There are multi-criteria to be considered during the selection process, namely wind velocity, climate condition, road access, environmental impact, land use, land tilt, plain condition, distance to residential areas, etc. This study aimed to develop a software supporting multi-criteria decision-making based on artificial intelligent technology, namely fuzzy analytic hierarchy process (fuzzy-AHP) which was implemented to evaluate the WPP location suitability. The method of fuzzy-AHP is believed to be able to generate prioritized criteria supporting the location of WPP with high accuracy. Based on those criteria, there were two locations identified at Tanah Laut Regency, South Kalimantan, Indonesia, as the most suitable research sites. It is expected that studies employing fuzzy-AHP are to be further developed to determine wider renewable WPP locations.","PeriodicalId":37185,"journal":{"name":"Indonesian Journal of Science and Technology","volume":"61 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Location Suitability Analysis for Wind Farm Exploitation Using Fuzzy Analytic Hierarchy Process\",\"authors\":\"A. Abdullah, Almira Hery Setiorini, Nabila Andara Dwitasari, D. L. Hakim, Muhammad Aziz\",\"doi\":\"10.17509/ijost.v6i3.38957\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The development of renewable energy has been constantly conducted as an attempt to increase energy diversification, improve energy sustainability and reduce greenhouse gas emissions, including the wind power plant (WPP). Suitable location selection is urgently necessary to achieve optimized output and high economic values. There are multi-criteria to be considered during the selection process, namely wind velocity, climate condition, road access, environmental impact, land use, land tilt, plain condition, distance to residential areas, etc. This study aimed to develop a software supporting multi-criteria decision-making based on artificial intelligent technology, namely fuzzy analytic hierarchy process (fuzzy-AHP) which was implemented to evaluate the WPP location suitability. The method of fuzzy-AHP is believed to be able to generate prioritized criteria supporting the location of WPP with high accuracy. Based on those criteria, there were two locations identified at Tanah Laut Regency, South Kalimantan, Indonesia, as the most suitable research sites. It is expected that studies employing fuzzy-AHP are to be further developed to determine wider renewable WPP locations.\",\"PeriodicalId\":37185,\"journal\":{\"name\":\"Indonesian Journal of Science and Technology\",\"volume\":\"61 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Indonesian Journal of Science and Technology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.17509/ijost.v6i3.38957\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"Earth and Planetary Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Indonesian Journal of Science and Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.17509/ijost.v6i3.38957","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Earth and Planetary Sciences","Score":null,"Total":0}
引用次数: 2
摘要
可再生能源的发展一直在不断进行,以增加能源的多样化,提高能源的可持续性,减少温室气体的排放,其中包括风力发电厂(WPP)。为了实现产量的优化和经济效益的提高,迫切需要合理的区位选择。在选择过程中需要考虑多项标准,包括风速、气候条件、道路通道、环境影响、土地用途、土地倾斜、平原状况、与住宅区的距离等。本研究旨在开发一种基于人工智能技术的多准则决策软件,即模糊层次分析法(fuzzy- ahp),用于WPP选址适宜性评价。模糊层次分析法能够以较高的精度生成支持WPP定位的优先级标准。根据这些标准,在印度尼西亚南加里曼丹的Tanah Laut Regency有两个地点被确定为最合适的研究地点。期望采用模糊层次分析法的研究得到进一步发展,以确定更广泛的可再生WPP位置。
Location Suitability Analysis for Wind Farm Exploitation Using Fuzzy Analytic Hierarchy Process
The development of renewable energy has been constantly conducted as an attempt to increase energy diversification, improve energy sustainability and reduce greenhouse gas emissions, including the wind power plant (WPP). Suitable location selection is urgently necessary to achieve optimized output and high economic values. There are multi-criteria to be considered during the selection process, namely wind velocity, climate condition, road access, environmental impact, land use, land tilt, plain condition, distance to residential areas, etc. This study aimed to develop a software supporting multi-criteria decision-making based on artificial intelligent technology, namely fuzzy analytic hierarchy process (fuzzy-AHP) which was implemented to evaluate the WPP location suitability. The method of fuzzy-AHP is believed to be able to generate prioritized criteria supporting the location of WPP with high accuracy. Based on those criteria, there were two locations identified at Tanah Laut Regency, South Kalimantan, Indonesia, as the most suitable research sites. It is expected that studies employing fuzzy-AHP are to be further developed to determine wider renewable WPP locations.