Industry Internship: Statistical Process Control (SPC) Methods and SPC Expert System for Diagnosis and Analysis in Wire Harness Manufacturing

行业实习：线束制造中用于诊断和分析的统计过程控制（SPC）方法和SPC专家系统

• 批准号: 9015758
• 负责人: Dwayne Rollier
• 金额: $ 1.1万
• 依托单位: Arizona State University
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 1990
• 资助国家: 美国
• 起止时间: 1990-07-01 至 1992-06-30
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=9015758&HistoricalAwards=false
• 关键词: Industry; Internship; Statistical; Process; Control

The objective of this internship project is to assess the effectiveness of expert system technology in the analysis and interpretation of Statistical Process Control charts in a wire harness manufacturing setting. A prototype expert system will be built using a "rapid prototyping" approach. The system will be capable of identifying out of control conditions, assignable causes and the necessary corrective action(s) to bring the process back into control. The performance and effectiveness of the system will be validated through simulation based on actual production data. Various artificial process scenarios will be tested to investigate the accuracy of the system's diagnostic ability and different types of statistical control charts will also be investigated.

这个实习项目的目标是评估专家系统技术在线束制造环境中分析和解释统计过程控制图方面的有效性。将使用“快速原型”方法建立一个原型专家系统。该系统将能够识别失控条件、可分配的原因和必要的纠正措施(S)，以使过程重新受控。系统的性能和有效性将通过基于实际生产数据的仿真来验证。将测试各种人工过程情景，以调查系统诊断能力的准确性，还将调查不同类型的统计控制图。