Field data is reliability information: implementing an automated data acquisition and analysis system

James Jauw, P. Vassiliou
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引用次数: 8

Abstract

This document describes the conception and development of the Amway Product Quality Tracking System (PQTS). The PQTS is an integrated product quality tracking system that allows the organization to: (1) capture product quality, reliability and warranty data from disparate data sources and incorporate that data into a single centralized database that can support powerful data analysis; (2) carry out sophisticated data analysis routines that transform data into information that can be used for decision-making; and (3) present analyzed reports and graphs in a graphically rich, multi-faceted and carefully organized presentation interface accessible via Intranet or Internet to support the decision-making of key organizational personnel. Development of this system began with an attempt to improve on labor-intensive manual methods of report creation and proceeded to the development of the fully automated system available to Amway today. A general description of the development process, an analysis of the lessons learned during system implementation and benefits to the corporation are presented.
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现场数据是可靠性信息:实现自动化数据采集和分析系统
本文件介绍安利产品品质追踪系统的概念及发展。PQTS是一个集成的产品质量跟踪系统,允许组织:(1)从不同的数据源获取产品质量、可靠性和保修数据,并将这些数据合并到一个可以支持强大数据分析的单一集中数据库中;(2)执行复杂的数据分析程序,将数据转化为可用于决策的信息;(3)通过内部网或互联网,以图形丰富、多方位、精心组织的展示界面呈现分析报告和图表,以支持关键组织人员的决策。该系统的开发始于尝试改进劳动密集型的手工报表创建方法,并逐步发展到今天安利可用的全自动系统。概述了系统的开发过程,分析了系统实施过程中的经验教训,并对公司的利益进行了分析。
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