Intelligent RGV Scheduling Model Considering Advanced Movement under Repeated Single-Cycle Jobs
At present, automated material processing systems have been adopted by numerous high-tech enterprises, which mainly include Rail Guided Vehicles (RGVs) and CNC Machines. However, in the actual operation process, RGVs are generally scheduled according to the preset procedures of the system, and the l...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2023-09-01
|
| Series: | Engineering Proceedings |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2673-4591/45/1/33 |
| _version_ | 1797381171096584192 |
|---|---|
| author | Yinghao Meng Zihao Xu Faqun Qi Zhen Yin |
| author_facet | Yinghao Meng Zihao Xu Faqun Qi Zhen Yin |
| author_sort | Yinghao Meng |
| collection | DOAJ |
| description | At present, automated material processing systems have been adopted by numerous high-tech enterprises, which mainly include Rail Guided Vehicles (RGVs) and CNC Machines. However, in the actual operation process, RGVs are generally scheduled according to the preset procedures of the system, and the lack of intelligent models considering the advanced movement does not elevate the operation efficiency of the system. In this paper, we propose an intelligent scheduling model for RGVs with advanced movement, considering all the work of the RGVs and its matching CNCs in the system within the cycle time, and verify the accuracy and superiority of the model by taking an automated material processing system of a factory as an example. |
| first_indexed | 2024-03-08T20:47:31Z |
| format | Article |
| id | doaj.art-2600fd0f053f4a29b3cc01b959d0bb70 |
| institution | Directory Open Access Journal |
| issn | 2673-4591 |
| language | English |
| last_indexed | 2024-03-08T20:47:31Z |
| publishDate | 2023-09-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Engineering Proceedings |
| spelling | doaj.art-2600fd0f053f4a29b3cc01b959d0bb702023-12-22T14:06:35ZengMDPI AGEngineering Proceedings2673-45912023-09-014513310.3390/engproc2023045033Intelligent RGV Scheduling Model Considering Advanced Movement under Repeated Single-Cycle JobsYinghao Meng0Zihao Xu1Faqun Qi2Zhen Yin3School of Mechanical and Electrical Engineering, Wenzhou University, Wenzhou 325035, ChinaSchool of Mechanical and Electrical Engineering, Wenzhou University, Wenzhou 325035, ChinaSchool of Mechanical and Electrical Engineering, Wenzhou University, Wenzhou 325035, ChinaSchool of Mechanical and Electrical Engineering, Wenzhou University, Wenzhou 325035, ChinaAt present, automated material processing systems have been adopted by numerous high-tech enterprises, which mainly include Rail Guided Vehicles (RGVs) and CNC Machines. However, in the actual operation process, RGVs are generally scheduled according to the preset procedures of the system, and the lack of intelligent models considering the advanced movement does not elevate the operation efficiency of the system. In this paper, we propose an intelligent scheduling model for RGVs with advanced movement, considering all the work of the RGVs and its matching CNCs in the system within the cycle time, and verify the accuracy and superiority of the model by taking an automated material processing system of a factory as an example.https://www.mdpi.com/2673-4591/45/1/33RGVscheduling modeladvanced movementrepetitive jobswork efficiency |
| spellingShingle | Yinghao Meng Zihao Xu Faqun Qi Zhen Yin Intelligent RGV Scheduling Model Considering Advanced Movement under Repeated Single-Cycle Jobs Engineering Proceedings RGV scheduling model advanced movement repetitive jobs work efficiency |
| title | Intelligent RGV Scheduling Model Considering Advanced Movement under Repeated Single-Cycle Jobs |
| title_full | Intelligent RGV Scheduling Model Considering Advanced Movement under Repeated Single-Cycle Jobs |
| title_fullStr | Intelligent RGV Scheduling Model Considering Advanced Movement under Repeated Single-Cycle Jobs |
| title_full_unstemmed | Intelligent RGV Scheduling Model Considering Advanced Movement under Repeated Single-Cycle Jobs |
| title_short | Intelligent RGV Scheduling Model Considering Advanced Movement under Repeated Single-Cycle Jobs |
| title_sort | intelligent rgv scheduling model considering advanced movement under repeated single cycle jobs |
| topic | RGV scheduling model advanced movement repetitive jobs work efficiency |
| url | https://www.mdpi.com/2673-4591/45/1/33 |
| work_keys_str_mv | AT yinghaomeng intelligentrgvschedulingmodelconsideringadvancedmovementunderrepeatedsinglecyclejobs AT zihaoxu intelligentrgvschedulingmodelconsideringadvancedmovementunderrepeatedsinglecyclejobs AT faqunqi intelligentrgvschedulingmodelconsideringadvancedmovementunderrepeatedsinglecyclejobs AT zhenyin intelligentrgvschedulingmodelconsideringadvancedmovementunderrepeatedsinglecyclejobs |