Title :
Can a variable be monitored by an np chart effectively?
Author_Institution :
Nanyang Technol. Univ., Singapore
Abstract :
This article proposes a new np control chart, called the npx chart, that employs an attribute inspection (inspecting whether a unit is conforming or nonconforming) to monitor the mean value of a variable x. The distinctive feature of the npx chart is using the statistical warning limits to replace the specification limits for the classification of conforming or nonconforming units. By optimizing the warning limits, the npx chart usually outperforms the X chart considerably on the basis of the same inspection cost. In addition, the npx chart often works as a leading indicator of trouble and allows operators to take corrective action before any defective is actually produced.
Keywords :
control charts; inspection; statistical process control; inspection cost; np control chart; npx chart; statistical process control; statistical warning limits; Control charts; Design engineering; Frequency; Inspection; Monitoring; Power engineering and energy; Process control; Sampling methods; Shafts; Signal processing; Attribute and variable control charts; Attribute inspection; Loss function; Statistical process control;
Conference_Titel :
Industrial Engineering and Engineering Management, 2007 IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-1529-8
Electronic_ISBN :
978-1-4244-1529-8
DOI :
10.1109/IEEM.2007.4419419