Moritz Ruf , Jean-François Cordeau , Emma Frejinger
{"title":"双层列车的负荷规划与排序问题","authors":"Moritz Ruf , Jean-François Cordeau , Emma Frejinger","doi":"10.1016/j.jrtpm.2022.100337","DOIUrl":null,"url":null,"abstract":"<div><p>This paper addresses the integrated load planning and sequencing problem (LPSP) for double-stack trains. This decision-making problem occurs in intermodal terminals and consists in assigning containers from a storage area to slots on railcars of outbound trains and in determining the loading sequence of the handling equipment. Even though this a relevant operational problem, it has seen no attention in the operations research<span> literature so far. Prior models either focus on single-stack railcars or treat the load planning and sequencing separately. By extending prior work on load planning, we propose two different integer linear programming formulations. We show by an extensive numerical study that we are able to solve instances with up to 50 containers with a commercial general-purpose solver in less than 20 min. A case study based on real data provided by the Canadian National Railway Company highlights that the LPSP can reduce the number of container handlings in intermodal terminals compared to sequential solutions by on average 11.3% and 16.5% for gantry cranes and reach stackers, respectively.</span></p></div>","PeriodicalId":51821,"journal":{"name":"Journal of Rail Transport Planning & Management","volume":"23 ","pages":"Article 100337"},"PeriodicalIF":2.6000,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The load planning and sequencing problem for double-stack trains\",\"authors\":\"Moritz Ruf , Jean-François Cordeau , Emma Frejinger\",\"doi\":\"10.1016/j.jrtpm.2022.100337\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>This paper addresses the integrated load planning and sequencing problem (LPSP) for double-stack trains. This decision-making problem occurs in intermodal terminals and consists in assigning containers from a storage area to slots on railcars of outbound trains and in determining the loading sequence of the handling equipment. Even though this a relevant operational problem, it has seen no attention in the operations research<span> literature so far. Prior models either focus on single-stack railcars or treat the load planning and sequencing separately. By extending prior work on load planning, we propose two different integer linear programming formulations. We show by an extensive numerical study that we are able to solve instances with up to 50 containers with a commercial general-purpose solver in less than 20 min. A case study based on real data provided by the Canadian National Railway Company highlights that the LPSP can reduce the number of container handlings in intermodal terminals compared to sequential solutions by on average 11.3% and 16.5% for gantry cranes and reach stackers, respectively.</span></p></div>\",\"PeriodicalId\":51821,\"journal\":{\"name\":\"Journal of Rail Transport Planning & Management\",\"volume\":\"23 \",\"pages\":\"Article 100337\"},\"PeriodicalIF\":2.6000,\"publicationDate\":\"2022-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Rail Transport Planning & Management\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2210970622000373\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"TRANSPORTATION\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Rail Transport Planning & Management","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2210970622000373","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"TRANSPORTATION","Score":null,"Total":0}
The load planning and sequencing problem for double-stack trains
This paper addresses the integrated load planning and sequencing problem (LPSP) for double-stack trains. This decision-making problem occurs in intermodal terminals and consists in assigning containers from a storage area to slots on railcars of outbound trains and in determining the loading sequence of the handling equipment. Even though this a relevant operational problem, it has seen no attention in the operations research literature so far. Prior models either focus on single-stack railcars or treat the load planning and sequencing separately. By extending prior work on load planning, we propose two different integer linear programming formulations. We show by an extensive numerical study that we are able to solve instances with up to 50 containers with a commercial general-purpose solver in less than 20 min. A case study based on real data provided by the Canadian National Railway Company highlights that the LPSP can reduce the number of container handlings in intermodal terminals compared to sequential solutions by on average 11.3% and 16.5% for gantry cranes and reach stackers, respectively.