scholarly journals A Robust Exponentially Weighted Moving Average Control Chart for the Process Mean

2005 ◽  
Vol 5 (2) ◽  
pp. 464-474 ◽  
Author(s):  
Michael B. C. Khoo ◽  
S. Y. Sim
Keyword(s):  
Control Chart ◽  
Moving Average ◽  
Exponentially Weighted Moving Average ◽  
Process Mean ◽  
Average Control ◽  
Weighted Moving Average ◽  
Exponentially Weighted

A new double exponentially weighted moving average control chart using repetitive sampling

2018 ◽  
Vol 35 (2) ◽  
pp. 387-404 ◽  
Author(s):  
Olatunde Adebayo Adeoti
Keyword(s):  
Control Chart ◽  
Moving Average ◽  
Mean Shift ◽  
Exponentially Weighted Moving Average ◽  
Process Mean ◽  
Content Type ◽  
Design And Implementation ◽  
Average Control ◽  
Weighted Moving Average ◽  
Exponentially Weighted

Purpose The purpose of this paper is to propose a double exponentially weighted moving average control chart using repetitive sampling (RS-DEWMA) for a normally distributed process variable to improve the efficiency of detecting small process mean shift. Design/methodology/approach The algorithm for the implementation of the proposed chart is developed and the formulae for the in-control and out-of-control average run lengths (ARLs) are derived. Tables of ARLs are presented for various process mean shift. The performance of the proposed chart is investigated in terms of the average run-length for small process mean shift and compared with the existing DEWMA control chart. Numerical examples are given as illustration of the design and implementation of the proposed chart. Findings The proposed control chart is more efficient than the existing DEWMA control chart in the detection of small process mean shifts as it consistently gives smaller ARL values and quickly detects the process shift. However, the performance of the proposed chart relatively deteriorates for large smoothing constants. Practical implications The application of repetitive sampling in the control chart literature is gaining wide acceptability. The design and implementation of the RS-DEWMA control chart offers a new approach in the detection of small process mean shift by process control personnel. Originality/value This paper fills a gap in the literature by examining the performance of the repetitive sampling DEWMA control chart. The use of repetitive sampling technique in the control chart is discussed in the literature, however, its use based on the DEWMA statistic has not been considered in this context.

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