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A Multi Attribute Selection of Mobile Robot using AHP/M-GRA Technique

机译:基于AHP / M-GRA技术的移动机器人多属性选择

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Today's highly competitive environment and volatile market conditions at national and international level are forcing the manufacturing concerns and its management to adopt the advance automated material handling equipment like mobile robots in a flexible manufacturing system (FMS) to meet the customers' demand regarding quality and variety of product at minimal cost. Selection of a robot is one of the most difficult problems in today's manufacturing environment. The problem has become more challenging due to increasing specifications and complexity of the robot. The main aim of this paper is to develop and implement an integrated methodology based on AHP (Analytical Hierarchy Process) and M-GRA (Modified Grey Relational Analysis) for the selection of a mobile robot for material handling in FMS environment. In this methodology, AHP technique has been used to assign the relative importance between mobile robot selection attributes and M-GRA technique is applied to determine mobile robot selection utility index. The proposed AHP/M - GRA technique is more suitable for the decision making in the presence of vagueness. The methodology is illustrated by means of an example. The ranking and evaluation of this process will provide a good guidance to the decision maker/user to select the appropriate material handling equipment on the basis of attributes. This is the novel effort in the area of robot selection.
机译:当今高度竞争的环境以及国家和国际层面上动荡的市场条件正迫使制造商及其管理层在柔性制造系统(FMS)中采用先进的自动化物料搬运设备(如移动机器人)来满足客户对质量和品种的需求以最低的成本生产产品。选择机器人是当今制造环境中最困难的问题之一。由于机器人规格的增加和复杂性,这个问题变得更具挑战性。本文的主要目的是开发和实现一种基于AHP(层次分析法)和M-GRA(改进的灰色关联分析)的集成方法,用于在FMS环境中选择用于物料搬运的移动机器人。在这种方法中,AHP技术已被用于分配移动机器人选择属性之间的相对重要性,而M-GRA技术则被用于确定移动机器人选择效用指标。所提出的AHP / M-GRA技术更适合存在模糊性的决策。通过一个例子来说明该方法。此过程的排名和评估将为决策者/用户基于属性选择适当的物料搬运设备提供良好的指导。这是机器人选择领域的新尝试。

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