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Real time resource scheduling within a distributed collaborative design environment

机译:分布式协作设计环境中的实时资源调度

摘要

Operational design co-ordination is provided by a Virtual Integration Platform (VIP) that is capable of scheduling and allocating design activities to organisationally and geographically distributed designers. To achieve this, the platform consists of a number of components that contribute to the engineering management and co-ordination of data, resources, activities, requirements and processes. The information required to schedule and allocate activities to designers is defined in terms of: the designers' capability to perform particular design activities; commitment in terms of the design activities that it is currently performing, and capacity to perform more than one design activity at the same time as well as the effect of increased capacity on capability. Previous approaches have been developed by the authors to automatically allocate resources to activities [1-3], however these approaches have generally been applied either within the context of real-time allocation of computational resources using automated design tools, or in the planning of human resources within future design projects and not for the real-time allocation of activities to a combination of human and computational resources. The procedure presented here is based upon this previous research and involves: the determination of the design activities that need to be undertaken on the basis of the goals that need to be achieved; identification of the resources that can undertake these design activities; and, the use of a genetic algorithm to optimally allocate the activities to the resources. Since the focus of the procedure is toward the real-time allocation of design activities to designers, additional human issues with respect to scheduling are considered. These human issues aspects include: consideration of the improvement in performance as a result of the experience gained from undertaking the activity; provision of a training period to allow inexperienced designers the opportunity to improve their performance without their performance being assessed; and the course of action to take when a designer is either unwilling or unable to perform an activity.
机译:虚拟集成平台(VIP)提供了运营设计协调,该平台能够安排设计活动并按组织和地理分布的设计师进行分配。为此,该平台由许多组件组成,这些组件有助于工程管理以及数据,资源,活动,需求和过程的协调。计划和分配活动给设计人员所需的信息的定义如下:设计人员执行特定设计活动的能力;关于当前正在执行的设计活动的承诺,以及同时执行多个设计活动的能力,以及增加的能力对能力的影响。作者已经开发了以前的方法来自动将资源分配给活动[1-3],但是这些方法通常已在使用自动化设计工具实时分配计算资源的范围内或在人员规划中应用了未来设计项目中的资源,而不是将活动实时分配给人力资源和计算资源。这里介绍的过程是基于先前的研究,涉及:根据需要实现的目标确定需要进行的设计活动;确定可以进行这些设计活动的资源;使用遗传算法将活动最佳地分配给资源。由于该过程的重点是将设计活动实时分配给设计师,因此考虑了与排班有关的其他人为问题。这些人为问题包括:考虑从开展活动中获得的经验来提高绩效;提供培训期,使没有经验的设计师有机会在不评估其性能的情况下改善其性能;以及设计师不愿或无法执行某项活动时应采取的行动。

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