{"title":"自动化物料搬运系统中避免阻塞的分散调度","authors":"Yen-Shao Chen, Cheng-Hung Wu, Shi-Chung Chang","doi":"10.1109/WSC.2016.7822296","DOIUrl":null,"url":null,"abstract":"Advancements in communication and computing technologies have made promising the decentralized control of automated material handling systems (AMHS) to alleviate blocking and congestion of production flows and raise productivity in an automated large-scale factory. With the growing availability of edge computing and low-cost mobile communications, either among vehicles (V2V) or between vehicles and machines (V2M), decentralized vehicle control may exploit frequent and low latency exchanges of neighborhood information and local control computation to increase AMHS operation efficiency. In this study, a decentralized control algorithm design, BALI (blocking avoidance by exploiting location information) algorithm, exploits V2X exchanges of local information for transport job matching, blocking inference, and job exchange for vehicle dispatching in AMHS. Performance evaluation of the BALI algorithm by discrete-event simulation shows that the BALI algorithm can significantly reduce blocking and congestion in production flows as compared to commonly used Nearest Job First rule-based heuristics.","PeriodicalId":367269,"journal":{"name":"2016 Winter Simulation Conference (WSC)","volume":"118 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Decentralized dispatching for blocking avoidance in automate material handling systems\",\"authors\":\"Yen-Shao Chen, Cheng-Hung Wu, Shi-Chung Chang\",\"doi\":\"10.1109/WSC.2016.7822296\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Advancements in communication and computing technologies have made promising the decentralized control of automated material handling systems (AMHS) to alleviate blocking and congestion of production flows and raise productivity in an automated large-scale factory. With the growing availability of edge computing and low-cost mobile communications, either among vehicles (V2V) or between vehicles and machines (V2M), decentralized vehicle control may exploit frequent and low latency exchanges of neighborhood information and local control computation to increase AMHS operation efficiency. In this study, a decentralized control algorithm design, BALI (blocking avoidance by exploiting location information) algorithm, exploits V2X exchanges of local information for transport job matching, blocking inference, and job exchange for vehicle dispatching in AMHS. Performance evaluation of the BALI algorithm by discrete-event simulation shows that the BALI algorithm can significantly reduce blocking and congestion in production flows as compared to commonly used Nearest Job First rule-based heuristics.\",\"PeriodicalId\":367269,\"journal\":{\"name\":\"2016 Winter Simulation Conference (WSC)\",\"volume\":\"118 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-12-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 Winter Simulation Conference (WSC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/WSC.2016.7822296\",\"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 Winter Simulation Conference (WSC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WSC.2016.7822296","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
摘要
通信和计算技术的进步使自动化物料处理系统(AMHS)的分散控制成为可能,以缓解生产流程的阻塞和拥堵,提高自动化大型工厂的生产率。随着边缘计算和低成本移动通信的日益普及,无论是车辆之间(V2V)还是车辆与机器之间(V2M),分散的车辆控制可以利用频繁和低延迟的邻居信息交换和本地控制计算来提高AMHS的运行效率。本研究采用一种分散控制算法设计BALI (blocking avoidance by exploit location information)算法,利用V2X本地信息交换实现AMHS中运输作业匹配、阻塞推理和车辆调度的作业交换。通过离散事件模拟对BALI算法的性能评估表明,与常用的基于最近作业优先规则的启发式算法相比,BALI算法可以显著减少生产流中的阻塞和拥塞。
Decentralized dispatching for blocking avoidance in automate material handling systems
Advancements in communication and computing technologies have made promising the decentralized control of automated material handling systems (AMHS) to alleviate blocking and congestion of production flows and raise productivity in an automated large-scale factory. With the growing availability of edge computing and low-cost mobile communications, either among vehicles (V2V) or between vehicles and machines (V2M), decentralized vehicle control may exploit frequent and low latency exchanges of neighborhood information and local control computation to increase AMHS operation efficiency. In this study, a decentralized control algorithm design, BALI (blocking avoidance by exploiting location information) algorithm, exploits V2X exchanges of local information for transport job matching, blocking inference, and job exchange for vehicle dispatching in AMHS. Performance evaluation of the BALI algorithm by discrete-event simulation shows that the BALI algorithm can significantly reduce blocking and congestion in production flows as compared to commonly used Nearest Job First rule-based heuristics.