A critique of a variety of “memory-based” process monitoring methods

S Knoth, NA Saleh, MA Mahmoud… - Journal of Quality …, 2023 - Taylor & Francis
Many extensions and modifications have been made to standard process monitoring
methods such as the exponentially weighted moving average (EWMA) chart and the …

A new nonparametric adaptive EWMA procedures for monitoring location and scale shifts via weighted Cucconi statistic

W Liang, A Mukherjee, D Xiang, Z Xu - Computers & Industrial Engineering, 2022 - Elsevier
In the context of distribution-free process monitoring and control, the Cucconi statistic has
attracted more and more attention in recent years. The original Cucconi statistic was …

Nonparametric adaptive cumulative sum charting scheme for monitoring process location

Z Abbas, HZ Nazir, D Xiang, J Shi - Quality and Reliability …, 2024 - Wiley Online Library
For effective monitoring of the range of sustainable changes in the process median, a
nonparametric adaptive cumulative sum signed‐rank (NPACUSUM‐SR) control chart has …

A comparative study on the nonparametric memory-type charts for monitoring process location

Z Abbas, S Ali, HZ Nazir, M Riaz, Y Li… - Journal of Statistical …, 2023 - Taylor & Francis
Control charts may help keep industrial and manufacturing processes running smoothly and
optimize their performance. In situations when it is uncertain how the data will be distributed …

Homogeneously Weighted Moving Average Control Charts: Overview, Controversies, and New Directions

JC Malela-Majika, SW Human, K Chatterjee - Mathematics, 2024 - mdpi.com
The homogeneously weighted moving average (HWMA) chart is a recent control chart that
has attracted the attention of many researchers in statistical process control (SPC). The …

On designing TEWMA-Tukey control charts for normal and non-normal processes using single and repetitive sampling schemes

Y Mahmood, MBC Khoo, SY Teh, S Saha - Computers & Industrial …, 2022 - Elsevier
Technology advancement and the need to produce quality products have necessitated the
development of more efficient process monitoring schemes. In the form of a combined triple …

Exponentially weighted moving average Lepage-type schemes based on the lower-order percentile of the run-length metrics and their use in monitoring time …

KM Chan, ZL Chong, A Mukherjee - Quality Technology & …, 2023 - Taylor & Francis
Many existing monitoring schemes in the literature are based on the in-control (IC) average
or median run-length. Several Phase-II schemes frequently fail to protect against the high …

A new multivariate extended homogeneously weighted moving average monitoring scheme incorporated with a support vector machine

L Pieters, JC Malela‐Majika, S Human… - Quality and …, 2023 - Wiley Online Library
Statistical process monitoring (SPM) provides a way, by means of monitoring schemes, to be
alerted when a process significantly changes, and to initiate investigations for potential …

Distribution-free Phase II triple EWMA control chart for joint monitoring the process location and scale parameters

V Alevizakos, K Chatterjee… - Journal of Applied …, 2024 - Taylor & Francis
Distribution-free or nonparametric control charts are used for monitoring the process
parameters when there is a lack of knowledge about the underlying distribution. In this …

Enhanced distribution-free Cucconi schemes based on runs: An application to the surveillance of daily average customer service time

ZL Chong, WL Teoh, WC Yeong… - Computers & Industrial …, 2024 - Elsevier
The measurement of daily average customer service times in a service centre holds
paramount importance as it serves as a key metric for assessing service performance and …