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Using IoT in breakdown tolerance: PSO solving FJSP

机译:使用物联网实现故障容忍:PSO解决FJSP

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Solving Flexible Job Scheduling Problem (FJSP) under disruptions and unplanned events has achieved more attention in many researches. Today, the internet of things (IoT) is being implemented everywhere which is of human concern like smart city, smart environment, security, smart business process, smart agriculture, home automation and healthcare. Our objective in this work is to investigate the impact of emerging Internet of Things (IoT) on smart modern manufacturing to specially face Breakdown. An improved multi agent particle swarm optimization is presented and implemented on physically distributed system composed of embedded systems to solve the FJSP under machine breakdowns. We address also IoT challenges related to minimizing communication overheads.
机译:解决中断和计划外事件下的灵活作业调度问题(FJSP)已在许多研究中引起了更多关注。如今,物联网(IoT)随处可见,这是人类关注的问题,例如智慧城市,智慧环境,安全性,智慧业务流程,智慧农业,家庭自动化和医疗保健。我们在这项工作中的目标是调查新兴物联网(IoT)对智能现代制造业的影响,以特别应对Breakdown。提出了一种改进的多主体粒子群算法,并在由嵌入式系统组成的物理分布式系统上实现,以解决机器故障时的FJSP问题。我们还将解决与最大限度地减少通信开销相关的物联网挑战。

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