Run rules schemes for statistical process monitoring: A literature review

Z Jalilibal, MHA Karavigh, A Amiri… - Quality Technology & …, 2023 - Taylor & Francis
Different control charts are developed for monitoring various types of quality characteristics
in the area of Statistical Process Monitoring (SPM). Moreover, new techniques are proposed …

A combined mixed-s-skip sampling strategy to reduce the effect of autocorrelation on the X̄ scheme with and without measurement errors

SC Shongwe, JC Malela-Majika… - Journal of Applied …, 2021 - Taylor & Francis
In order to reduce the effect of autocorrelation on the X¯ monitoring scheme, a new sampling
strategy is proposed to form rational subgroup samples of size n. It requires sampling to be …

Process Capability Assessment for Auto-Correlated Data in the Presence of Measurement Errors

MZ Anis, K Bera - International Journal of Reliability, Quality and …, 2022 - World Scientific
In this paper, we shall discuss some statistical properties of the estimator of C p when
sample observations are autocorrelated and affected by measurement errors. The presence …

On autoregressive model selection for the exponentially weighted moving average control chart of residuals in monitoring the mean of autocorrelated processes

Y Li, E Pan, Y **ao - Quality and Reliability Engineering …, 2020 - Wiley Online Library
With the development of automation technologies, data can be collected in a high frequency,
easily causing autocorrelation phenomena. Control charts of residuals have been used as a …

Shewhart-type monitoring schemes with supplementary w-of-w runs-rules to monitor the mean of autocorrelated samples

SC Shongwe, JC Malela-Majika - Communications in Statistics …, 2022 - Taylor & Francis
The simplicity of the Shewhart X¯ charts makes it popular in practice; however, it is
insensitive to detecting small shifts. In an effort to preserve its simplicity but increase its …

On monitoring the process mean of autocorrelated observations with measurement errors using the w‐of‐w runs‐rules scheme

SC Shongwe, JC Malela‐Majika… - Quality and Reliability …, 2020 - Wiley Online Library
Runs‐rules have been widely used since the 1950s in industrial and nonindustrial process
monitoring applications to improve the performance of basic and other traditional monitoring …

A new double sampling scheme to monitor the process mean of autocorrelated observations using an AR (1) model with a skip sampling strategy

SC Shongwe, JC Malela-Majika - Computers & Industrial Engineering, 2021 - Elsevier
There are numerous academic researches on statistical process monitoring schemes that
assume that sequential observations are independent and identically distributed (iid); …

The new synthetic and runs-rules schemes to monitor the process mean of autocorrelated observations with measurement errors

SC Shongwe, JC Malela-Majika… - … in Statistics-Theory and …, 2021 - Taylor & Francis
The use of the 2-of-(H+ 1) runs-rules and synthetic schemes to improve the performance of
the currently available X¯ schemes in monitoring the process mean under the combined …

A simple procedure to improve the performance of Klein's 2‐of‐2 run rule in the Shewhart X¯ ̄X control chart

VB Quinino, LL Ho, FRB Cruz… - Quality and Reliability …, 2023 - Wiley Online Library
Supplementary run‐rules have been used since the 1950s to improve the performance of
the basic Shewhart X¯ ̄X control chart. A procedure known as Klein's 2‐of‐2, a simple and …

Optimal design of an improved and R control chart for joint monitoring of process location and dispersion

Q Wan, M Zhu - Measurement and Control, 2022 - journals.sagepub.com
Enhancing the detection power of control charts for detecting small to moderate process
changes is always the focus of attention in academia. To improve the detection ability of …