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Optimization of a blasting process through a service-oriented architecture

机译:通过面向服务的架构进行爆破过程的优化

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The paper describes the optimization of a blasting process through a three-layered service-oriented industrial architecture. The goals of the optimization are: a minimized manufacturing time, the automated usage of the production plans, and flexibility and reusability. To obtain a minimized processing time, a mixed-inter programming (MIP) model is developed, which is solved with a linear programming library. To ensure both short- and long-term flexibility, as well as reusability, the model has been rendered as generic as possible. Besides the detailed description of the MIP model, other important implementation details are presented: the OPC unified architecture (UA) address space structure, the complex service used for monitoring and controlling the application, and the generic control graph implemented inside the programmable logic controllers. The results show that the workload is distributed evenly between the work stations and over 99% of the total time is dedicated to the actual manufacturing process.
机译:本文通过三层服务的工业架构介绍了爆破过程的优化。优化的目标是:最小化的制造时间,生产计划的自动使用以及灵活性和可重用性。为了获得最小化处理时间,开发了混合帧间编程(MIP)模型,其用线性编程库来解决。为了确保短期和长期的灵活性,以及​​可重用性,该模型已尽可能通用呈现。除了MIP模型的详细描述之外,还提出了其他重要实现细节:OPC统一架构(UA)地址空间结构,用于监视和控制应用的复杂服务,以及可编程逻辑控制器内部实现的通用控制图。结果表明,工作负载在工作站之间均匀分布,超过总时间的99%专用于实际的制造过程。

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