Ivars Alps, M. Gorobetz, A. Beinarovica, A. Levchenkov
{"title":"电力运输调度重叠预防的免疫算法及智能装置","authors":"Ivars Alps, M. Gorobetz, A. Beinarovica, A. Levchenkov","doi":"10.1109/RTUCON.2016.7763132","DOIUrl":null,"url":null,"abstract":"This study is dedicated to optimize the electric transport traffic by adjusting timetables using evolutionary algorithms and scheduling theory. Developed multiple criteria objective function's energy consumption criterion is used for the assessment of adjusted schedules. The scheduling results of immune algorithm is compared with results of genetic algorithm by providing better energy saving effect and eliminating of schedules overlapping. This article also discusses one of the possible energy savings - proper planning of transport operations. It is considered on the railway irregular transportation operations example.","PeriodicalId":102691,"journal":{"name":"2016 57th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Immune algorithm and intelligent devices for schedule overlap prevention in electric transport\",\"authors\":\"Ivars Alps, M. Gorobetz, A. Beinarovica, A. Levchenkov\",\"doi\":\"10.1109/RTUCON.2016.7763132\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This study is dedicated to optimize the electric transport traffic by adjusting timetables using evolutionary algorithms and scheduling theory. Developed multiple criteria objective function's energy consumption criterion is used for the assessment of adjusted schedules. The scheduling results of immune algorithm is compared with results of genetic algorithm by providing better energy saving effect and eliminating of schedules overlapping. This article also discusses one of the possible energy savings - proper planning of transport operations. It is considered on the railway irregular transportation operations example.\",\"PeriodicalId\":102691,\"journal\":{\"name\":\"2016 57th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON)\",\"volume\":\"19 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 57th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/RTUCON.2016.7763132\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 57th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/RTUCON.2016.7763132","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Immune algorithm and intelligent devices for schedule overlap prevention in electric transport
This study is dedicated to optimize the electric transport traffic by adjusting timetables using evolutionary algorithms and scheduling theory. Developed multiple criteria objective function's energy consumption criterion is used for the assessment of adjusted schedules. The scheduling results of immune algorithm is compared with results of genetic algorithm by providing better energy saving effect and eliminating of schedules overlapping. This article also discusses one of the possible energy savings - proper planning of transport operations. It is considered on the railway irregular transportation operations example.