Energy efficient routing and task scheduling for autonomous transfer vehicles in intra logistics
An energy efficient routing and scheduling system is proposed to minimize the total energy that the vehicles spend. Not only travelled distance but also the load of the vehicle is considered between two points. The routes of vehicles are obtained by using the proposed Hybrid Simulated Annealing Alg...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2021-12-01
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| Series: | Kuwait Journal of Science |
| Subjects: | |
| Online Access: | https://journalskuwait.org/kjs/index.php/KJS/article/view/10194 |
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| _version_ | 1850138930915049472 |
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| author | İnci Sarıçiçek Sinem Bozkurt Keser Azmi Cibi Tahir Özdemir Ahmet Yazıcı |
| author_facet | İnci Sarıçiçek Sinem Bozkurt Keser Azmi Cibi Tahir Özdemir Ahmet Yazıcı |
| author_sort | İnci Sarıçiçek |
| collection | DOAJ |
| description |
An energy efficient routing and scheduling system is proposed to minimize the total energy that the vehicles spend. Not only travelled distance but also the load of the vehicle is considered between two points. The routes of vehicles are obtained by using the proposed Hybrid Simulated Annealing Algorithm. An algorithm for the initial solution is also proposed to determine the minimum number of vehicles for pickup and delivery requests. The performance of the algorithm is compared with the best solutions of the test problems in the literature. Besides, the proposed energy efficient routing and task scheduling model is compared with the classical distance model for routing and scheduling with backhauls. An analysis of trade-offs between energy and distance is proposed for intra logistics. Experimental results show that while energy saving is 18.11%, the total distance increases as 12.08% in total for test problems.
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| format | Article |
| id | doaj-art-09594fd265bd478399ce6cfe32905838 |
| institution | OA Journals |
| issn | 2307-4108 2307-4116 |
| language | English |
| publishDate | 2021-12-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Kuwait Journal of Science |
| spelling | doaj-art-09594fd265bd478399ce6cfe329058382025-08-20T02:30:28ZengElsevierKuwait Journal of Science2307-41082307-41162021-12-0149110.48129/kjs.v49i1.10194Energy efficient routing and task scheduling for autonomous transfer vehicles in intra logisticsİnci Sarıçiçek0Sinem Bozkurt Keser1Azmi Cibi2Tahir Özdemir3Ahmet Yazıcı4Eskisehir Osmangazi UniversityEskisehir Osmangazi UniversityEskisehir Osmangazi UniversityEskisehir Osmangazi UniversityEskisehir Osmangazi University An energy efficient routing and scheduling system is proposed to minimize the total energy that the vehicles spend. Not only travelled distance but also the load of the vehicle is considered between two points. The routes of vehicles are obtained by using the proposed Hybrid Simulated Annealing Algorithm. An algorithm for the initial solution is also proposed to determine the minimum number of vehicles for pickup and delivery requests. The performance of the algorithm is compared with the best solutions of the test problems in the literature. Besides, the proposed energy efficient routing and task scheduling model is compared with the classical distance model for routing and scheduling with backhauls. An analysis of trade-offs between energy and distance is proposed for intra logistics. Experimental results show that while energy saving is 18.11%, the total distance increases as 12.08% in total for test problems. https://journalskuwait.org/kjs/index.php/KJS/article/view/10194Autonomous transport vehiclesenergy efficient routingpickup and delivery tasksvrp with backhaulshybrid simulated annealing |
| spellingShingle | İnci Sarıçiçek Sinem Bozkurt Keser Azmi Cibi Tahir Özdemir Ahmet Yazıcı Energy efficient routing and task scheduling for autonomous transfer vehicles in intra logistics Kuwait Journal of Science Autonomous transport vehicles energy efficient routing pickup and delivery tasks vrp with backhauls hybrid simulated annealing |
| title | Energy efficient routing and task scheduling for autonomous transfer vehicles in intra logistics |
| title_full | Energy efficient routing and task scheduling for autonomous transfer vehicles in intra logistics |
| title_fullStr | Energy efficient routing and task scheduling for autonomous transfer vehicles in intra logistics |
| title_full_unstemmed | Energy efficient routing and task scheduling for autonomous transfer vehicles in intra logistics |
| title_short | Energy efficient routing and task scheduling for autonomous transfer vehicles in intra logistics |
| title_sort | energy efficient routing and task scheduling for autonomous transfer vehicles in intra logistics |
| topic | Autonomous transport vehicles energy efficient routing pickup and delivery tasks vrp with backhauls hybrid simulated annealing |
| url | https://journalskuwait.org/kjs/index.php/KJS/article/view/10194 |
| work_keys_str_mv | AT incisarıcicek energyefficientroutingandtaskschedulingforautonomoustransfervehiclesinintralogistics AT sinembozkurtkeser energyefficientroutingandtaskschedulingforautonomoustransfervehiclesinintralogistics AT azmicibi energyefficientroutingandtaskschedulingforautonomoustransfervehiclesinintralogistics AT tahirozdemir energyefficientroutingandtaskschedulingforautonomoustransfervehiclesinintralogistics AT ahmetyazıcı energyefficientroutingandtaskschedulingforautonomoustransfervehiclesinintralogistics |