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A Methodology for the Development of Manufacturing and Monitoring Indexes: Oil Lubrication System Case Study

机译:制造和监测指标发展的方法论:油润滑系统案例研究

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摘要

The arrival of computers into manufacturing brought a huge revolution in all parts of the manufacturing industries, from the shop-floor level to the enterprise level. Initially it all started at the shop-floor level with the need for highly accurate and flexible systems and then later it moved to the management level. Once the systems in these two levels have been organized, there came MES and monitoring system to increase efficiency and streamline the manufacturing process. Now there are various researches being made to organize these systems, standardize it and develop a suitable software system, which can not only be configurable, but also be flexible and be adapted to any type of manufacturing industry.This thesis deals with one such methodology, which helps in obtaining indexes (KPI) and functionalities with respect to monitoring and manufacturing, via a knowledge driven framework developed based on the methodology. The methodology revolves around the concept that a framework driven by knowledge, which when implemented with Open Knowledge-Driven Manufacturing Execution System (OKD-MES) concept, will be suitable for obtaining both manufacturing and monitoring system functionalities. Ontology plays a crucial part in the methodology, as it holds the knowledge about functions to be used and the configurations to be made as part of providing the functionalities to the functions. These initial configurations and the functionalities in ontology will be provided by the user and can be later modified by the user as per the manufacturing requirements. Hence system developed with this methodology will have knowledge driven functions that are configurable and extendable to the maximum extent. The methodology is verified with implementation in two use cases: one is an Oil Lubrication System, in which the monitoring functionality of the framework is tested; and the second is a discrete manufacturing industry which manufactures Oil Lubrication System, where the MES functionality is tested.
机译:计算机进入制造业,从车间到企业,都给制造业的各个领域带来了巨大的革命。最初,这一切都是在车间层开始的,需要高度准确和灵活的系统,然后才转移到管理层。一旦组织了这两个级别的系统,便出现了MES和监视系统,以提高效率并简化制造过程。现在,进行了各种研究来组织这些系统,对其进行标准化并开发合适的软件系统,该系统不仅可以配置,而且可以灵活地适应任何类型的制造业。通过基于该方法开发的知识驱动的框架,它有助于获得有关监视和制造的指标(KPI)和功能。该方法围绕着这样一个概念:由知识驱动的框架,当与开放知识驱动的制造执行系统(OKD-MES)概念一起实施时,将适合于获得制造和监视系统的功能。本体论在方法论中起着至关重要的作用,因为它掌握了有关要使用的功能以及要构成的功能(作为向功能提供功能的一部分)的知识。本体中的这些初始配置和功能将由用户提供,并可以随后由用户根据制造要求进行修改。因此,用这种方法开发的系统将具有知识驱动的功能,这些功能可以最大程度地配置和扩展。该方法论已在两个用例中得到了实施验证:一个是油润滑系统,在其中测试了框架的监视功能;另一个是油润滑系统。第二个是离散制造业,制造机油润滑系统,在该系统中测试了MES功能。

著录项

  • 作者

    Gopalakrishnan Balaji;

  • 作者单位
  • 年度 2017
  • 总页数
  • 原文格式 PDF
  • 正文语种 en
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