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Development of a QFD-based expert system for CNC turning centre selection

机译:开发基于QFD的数控车削中心专家系统

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摘要

Computer numerical control (CNC) machine tools are automated devices capable of generating complicated and intricate product shapes in shorter time. Selection of the best CNC machine tool is a critical, complex and time-consuming task due to availability of a wide range of alternatives and conflicting nature of several evaluation criteria. Although, the past researchers had attempted to select the appropriate machining centres using different knowledge-based systems, mathematical models and multi-criteria decision-making methods, none of those approaches has given due importance to the voice of customers. The aforesaid limitation can be overcome using quality function deployment (QFD) technique, which is a systematic approach for integrating customers’ needs and designing the product to meet those needs first time and every time. In this paper, the adopted QFD-based methodology helps in selecting CNC turning centres for a manufacturing organization, providing due importance to the voice of customers to meet their requirements. An expert system based on QFD technique is developed in Visual BASIC 6.0 to automate the CNC turning centre selection procedure for different production plans. Three illustrative examples are demonstrated to explain the real-time applicability of the developed expert system.
机译:计算机数控(CNC)机床是能够在更短的时间内生成复杂而复杂的产品形状的自动化设备。最佳的CNC机床的选择是一项关键,复杂且耗时的任务,这是因为有多种选择以及几种评估标准的冲突性质。尽管过去的研究人员曾尝试使用不同的基于知识的系统,数学模型和多准则决策方法来选择合适的加工中心,但是这些方法都没有充分重视客户的声音。使用质量功能部署(QFD)技术可以克服上述局限性,该技术是一种系统的方法,可以集成客户的需求并设计产品来首次且每次都满足这些需求。在本文中,所采用的基于QFD的方法有助于为制造组织选择CNC车削中心,从而充分重视满足客户需求的声音。在Visual BASIC 6.0中开发了基于QFD技术的专家系统,以针对不同的生产计划自动执行CNC车削中心选择程序。演示了三个说明性示例,以解释开发的专家系统的实时适用性。

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