Title
Implementing EWMA Yield Index for Simple Linear Profiles with One-sided Specifications in Product Acceptance Determination.
Abstract
In this paper, we propose a new acceptance sampling plan based on the exponentially weighted moving average (EWMA) with the yield index for simple linear profiles with one-sided specifications. The EWMA model provides information about current lots' and preceding lots' quality characteristics. The plan parameters are determined according to the smoothing constant of the EWMA statistic and various risks between the producer and the customer. As the smoothing constant equals one, the proposed plan becomes the traditional single sampling plan. The number of profiles required for lot sentencing using the proposed method is more economical than the traditional single sampling plan. The smaller the value of the smoothing constant, the lower the number of profiles required. A practical example from wind turbine manufacturing is applied to illustrate the performance of the proposed approach. Copyright (C) 2016 John Wiley & Sons, Ltd.
Year
DOI
Venue
2017
10.1002/qre.2016
QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL
Keywords
Field
DocType
yield index,acceptance sampling plans,exponentially weighted moving average,simple linear profiles with one-sided specifications
Econometrics,Statistic,Exponentially weighted moving average,EWMA chart,Smoothing,Acceptance sampling,Sampling (statistics),Turbine,Engineering,Statistics
Journal
Volume
Issue
ISSN
33
2
0748-8017
Citations 
PageRank 
References 
1
0.36
5
Authors
3
Name
Order
Citations
PageRank
Fu-Kwun Wang19422.41
Chang-Yi Huang210.36
Yeneneh Tamirat3123.62