Using Experimental Design to Assess the Capability of a System
作者:
HubeleNorma Faris,
BeaumariageTerrence,
BawejaGurshaman,
ChulSuck,
ChuRey,
期刊:
Journal of Quality Technology
(Taylor Available online 1994)
卷期:
Volume 26,
issue 1
页码: 1-11
ISSN:0022-4065
年代: 1994
DOI:10.1080/00224065.1994.11979493
出版商: Taylor&Francis
关键词: Automation;Blocking;Capability;Case Study;Design of Experiments
数据来源: Taylor
摘要:
Experimental design techniques were applied to the task of characterizing the inspection capability of the machine vision component of an automated laser hole-drilling and inspection system for gas turbine engine manufacturing. The system uses a laser to drill very small cooling holes in gas turbine engine combustor rings and a machine vision component to inspect the holes. The machine is designed with a closed loop algorithm to adaptively control the laser drilling operation based on the inspection results. An experiment with blocking factors provided a disciplined framework for data collection to characterize the capability of the vision system component during the development phase. This experiment provided a better understanding of the system's capabilities and the user's design requirements, which has yielded system improvements.
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