Thanh Tuan Le, Prabhakar Sharma, Nguyen Dang Khoa Pham, Duc Trong Nguyen Le, Van Vang Le, Sameh M. Osman, Lech Rowinski, Viet Dung Tran
{"title":"Development of comprehensive models for precise prognostics of ship fuel consumption","authors":"Thanh Tuan Le, Prabhakar Sharma, Nguyen Dang Khoa Pham, Duc Trong Nguyen Le, Van Vang Le, Sameh M. Osman, Lech Rowinski, Viet Dung Tran","doi":"10.1080/20464177.2024.2372888","DOIUrl":null,"url":null,"abstract":"This study incorporates two unique machine learning algorithms, Huber regression and Light Gradient Boosting Machines (LGBM), for estimating ship consumption of fuel. These methods are employed to ...","PeriodicalId":501496,"journal":{"name":"Journal of Marine Engineering & Technology","volume":"31 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Marine Engineering & Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/20464177.2024.2372888","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
This study incorporates two unique machine learning algorithms, Huber regression and Light Gradient Boosting Machines (LGBM), for estimating ship consumption of fuel. These methods are employed to ...