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Game Theory Based Real-Time Shop Floor Scheduling Strategy and Method for Cloud Manufacturing

机译：基于博弈论的云制造实时车间调度策略与方法

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摘要

With the rapid advancement and widespread application of information and sensor technologies in manufacturing shop floor, the typical challenges that cloud manufacturing is facing are the lack of real-time, accurate, and value-added manufacturing information, the efficient shop floor scheduling strategy, and the method based on the real-time data. To achieve the real-time data-driven optimization decision, a dynamic optimization model for flexible job shop scheduling based on game theory is put forward to provide a new real-time scheduling strategy and method. Contrast to the traditional scheduling strategy, each machine is an active entity that will request the processing tasks. Then, the processing tasks will be assigned to the optimal machines according to their real-time status by using game theory. The key technologies such as game theory mathematical model construction, Nash equilibrium solution, and optimization strategy for process tasks are designed and developed to implement the dynamic optimization model. A case study is presented to demonstrate the efficiency of the proposed strategy and method, and real-time scheduling for four kinds of exceptions is also discussed.
机译：随着信息和传感器技术在制造车间中的快速发展和广泛应用，云制造面临的典型挑战是缺乏实时，准确和增值的制造信息，有效的车间调度策略以及该方法基于实时数据。为实现实时数据驱动的优化决策，提出了一种基于博弈论的柔性作业车间调度动态优化模型，以提供一种新的实时调度策略和方法。与传统的调度策略相比，每台计算机都是一个主动实体，将请求处理任务。然后，通过使用博弈论将处理任务根据其实时状态分配给最佳计算机。设计并开发了诸如博弈论数学模型构建，纳什均衡解和过程任务优化策略等关键技术，以实现动态优化模型。通过案例研究证明了所提策略和方法的有效性，并讨论了四种异常的实时调度。

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  • 来源
    《International journal of entelligent systems》 |2017年第4期|437-463|共27页
  • 作者

    Yingfeng Zhang; Jin Wang; Sichao Liu; Cheng Qian;

  • 作者单位

    Key Laboratory of Contemporary Design and Integrated Manufacturing Technology, Ministry of Education, Northwestern Polytechnical University, Shaanxi 710072, People's Republic of China;

    Key Laboratory of Contemporary Design and Integrated Manufacturing Technology, Ministry of Education, Northwestern Polytechnical University, Shaanxi 710072, People's Republic of China;

    Key Laboratory of Contemporary Design and Integrated Manufacturing Technology, Ministry of Education, Northwestern Polytechnical University, Shaanxi 710072, People's Republic of China;

    Key Laboratory of Contemporary Design and Integrated Manufacturing Technology, Ministry of Education, Northwestern Polytechnical University, Shaanxi 710072, People's Republic of China;

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