{"title":"海洋可持续能源系统分析新方法","authors":"Yingguang Wang","doi":"10.1680/jensu.22.00070","DOIUrl":null,"url":null,"abstract":"This paper proposes to utilize a new adaptive KDE (Kernel Density Estimation) methodology based on linear diffusion processes for predicting the probability distribution tails of sea state parameters. A key conclusion has been reached that the proposed new methodology can lead to more accurate prediction results than the traditional methods based on the fittings to a measured significant wave height data set at NDBC (National Data Buoy Center) station 46014. This proposed methodology has subsequently been utilized for deriving an accurate 50-year environmental contour line that was used in the dynamic analysis of a two-body point absorber wave energy converter. After systematically analyzing the calculation results, another key conclusion has been drawn that it is advantageous to use a more reliable contour line derived using the proposed new methodology for long-term dynamic analysis of wave energy converters. In summary, the proposed new adaptive KDE methodology is recommended to be utilized and to be continuously refined in future research work in the field of long-term reliability analysis of marine sustainable energy systems.","PeriodicalId":516918,"journal":{"name":"Proceedings of the Institution of Civil Engineers - Engineering Sustainability","volume":"113 9","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A new method for analysis of marine sustainable energy systems\",\"authors\":\"Yingguang Wang\",\"doi\":\"10.1680/jensu.22.00070\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper proposes to utilize a new adaptive KDE (Kernel Density Estimation) methodology based on linear diffusion processes for predicting the probability distribution tails of sea state parameters. A key conclusion has been reached that the proposed new methodology can lead to more accurate prediction results than the traditional methods based on the fittings to a measured significant wave height data set at NDBC (National Data Buoy Center) station 46014. This proposed methodology has subsequently been utilized for deriving an accurate 50-year environmental contour line that was used in the dynamic analysis of a two-body point absorber wave energy converter. After systematically analyzing the calculation results, another key conclusion has been drawn that it is advantageous to use a more reliable contour line derived using the proposed new methodology for long-term dynamic analysis of wave energy converters. In summary, the proposed new adaptive KDE methodology is recommended to be utilized and to be continuously refined in future research work in the field of long-term reliability analysis of marine sustainable energy systems.\",\"PeriodicalId\":516918,\"journal\":{\"name\":\"Proceedings of the Institution of Civil Engineers - Engineering Sustainability\",\"volume\":\"113 9\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-02-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the Institution of Civil Engineers - Engineering Sustainability\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1680/jensu.22.00070\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the Institution of Civil Engineers - Engineering Sustainability","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1680/jensu.22.00070","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
本文提出利用一种基于线性扩散过程的新的自适应 KDE(核密度估计)方法来预测海况参数的概率分布尾部。研究得出的一个重要结论是,与传统方法相比,基于 NDBC(国家数据浮标中心)46014 站测量的显著波高数据集的匹配,所提出的新方法可以得出更准确的预测结果。随后,该方法被用于推导精确的 50 年环境等值线,并被用于双体点吸收波能转换器的动态分析。在对计算结果进行系统分析后,得出的另一个重要结论是,在对波浪能转换器进行长期动态分析时,采用所提出的新方法得出的等值线更为可靠。总之,建议在海洋可持续能源系统长期可靠性分析领域的未来研究工作中使用并不断完善所提出的自适应 KDE 新方法。
A new method for analysis of marine sustainable energy systems
This paper proposes to utilize a new adaptive KDE (Kernel Density Estimation) methodology based on linear diffusion processes for predicting the probability distribution tails of sea state parameters. A key conclusion has been reached that the proposed new methodology can lead to more accurate prediction results than the traditional methods based on the fittings to a measured significant wave height data set at NDBC (National Data Buoy Center) station 46014. This proposed methodology has subsequently been utilized for deriving an accurate 50-year environmental contour line that was used in the dynamic analysis of a two-body point absorber wave energy converter. After systematically analyzing the calculation results, another key conclusion has been drawn that it is advantageous to use a more reliable contour line derived using the proposed new methodology for long-term dynamic analysis of wave energy converters. In summary, the proposed new adaptive KDE methodology is recommended to be utilized and to be continuously refined in future research work in the field of long-term reliability analysis of marine sustainable energy systems.