Neuro Analytical hierarchy process (NAHP) approach for CAD/CAM/CIM tool selection in the context of small manufacturing industries

D. Kalbande, S. Khan, G. Thampi
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Abstract

The purpose of this paper is to provide a methodology to assist small automobile manufacturing companies of India in selecting CAD/CAM system. The use of these tools in design and manufacturing of automobile applications makes it possible to remove much of the tedium and manual labor work involved. They allow complex designs to be made quicker and accurately. Many companies are using obsolete packages to design and manufacture automobiles. Since technology is changing rapidly and most companies cannot update with the technology advancements. They need to know what CAD/CAM packages are available and how to select one will help the companies. The selection of CAD/CAM/CIM tool/package is multi criteria, multi attribute, decision making process which involve many factors that can be solved using NAHP (Neuro Analytical Hierarchy Process). In NAHP, we are combining the power of AHP and Neural Network. To accomplish this purpose, data have been collected about current CAD/CAM systems. Important criteria for system selection and parameters for selection have also been identified and prioritized. NAHP is used as decision making technique to identify and prioritize important factors for selection of CAD/CAM/CIM system for small automobile manufacturing companies of India.
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基于神经层次分析法的小型制造业CAD/CAM/CIM工具选择
本文的目的是为印度的小型汽车制造企业在CAD/CAM系统的选择上提供一种方法。在汽车应用的设计和制造中使用这些工具,可以消除许多单调乏味的体力劳动。它们可以使复杂的设计更快、更准确地完成。许多公司正在使用过时的包装来设计和制造汽车。由于技术变化很快,大多数公司无法跟上技术的进步。他们需要知道什么CAD/CAM软件包可用,以及如何选择一个将有助于公司。CAD/CAM/CIM工具/包的选择是一个多准则、多属性、涉及诸多因素的决策过程,可采用神经层次分析法(NAHP)进行求解。在NAHP中,我们将AHP和神经网络的力量结合起来。为了实现这一目的,收集了有关当前CAD/CAM系统的数据。还确定了系统选择的重要标准和选择的参数,并确定了优先级。NAHP作为一种决策技术,对印度小型汽车制造企业CAD/CAM/CIM系统选择的重要因素进行识别和排序。
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