Nonparametric (distribution-free) control charts: An updated overview and some results

S Chakraborti, MA Graham - Quality Engineering, 2019 - Taylor & Francis
Control charts that are based on assumption (s) of a specific form for the underlying process
distribution are referred to as parametric control charts. There are many applications where …

An ANN-based ensemble model for change point estimation in control charts

A Yeganeh, F Pourpanah, A Shadman - Applied Soft Computing, 2021 - Elsevier
Signaling in the control charts is usually followed by a substantial amount of delay, in which
precise identification of the time when a change has occurred in a process simplifies the …

Monitoring the coefficient of variation using a variable sample size and sampling interval control chart

KW Khaw, MBC Khoo, WC Yeong… - … in Statistics-Simulation …, 2017 - Taylor & Francis
This article proposes a CV chart by using the variable sample size and sampling interval
(VSSI) feature to improve the performance of the basic CV chart, for detecting small and …

A non-parametric CUSUM control chart for process distribution change detection and change type diagnosis

S Hou, K Yu - International Journal of Production Research, 2021 - Taylor & Francis
Non-parametric control charts have been good alternatives to parametric control charts
when little information is known about the type of process distribution or the value of …

[PDF][PDF] Distribution-free CUSUM-type control charts for monitoring industrial processes: An overview

IS Triantafyllou, M Ram - International Journal of Mathematical …, 2021 - researchgate.net
In the present paper we provide an up-to-date overview of nonparametric Cumulative Sum
(CUSUM) monitoring schemes. Due to their nonparametric nature, such memory-type …

Distribution-free Shewhart-Lepage type premier control schemes for simultaneous monitoring of location and scale

ZL Chong, A Mukherjee, MBC Khoo - Computers & Industrial Engineering, 2017 - Elsevier
Distribution-free or nonparametric process control schemes are often preferred over
traditional schemes as these schemes do not require any assumption related to the …

A Nonparametric Group Runs Control Chart for Location Using Sign Statistic

SK Khilare, DT Shirke - Thailand Statistician, 2023 - ph02.tci-thaijo.org
In this paper, we propose a nonparametric group runs control chart using sign statistic for
monitoring the shifts in the process location. Performance of the proposed control chart is …

A new dual CUSUM mean chart

A Haq, L Bibi - Quality and Reliability Engineering International, 2019 - Wiley Online Library
The conventional cumulative sum (CUSUM) chart is usually designed based on a known
shift size. In usual practice, shift size is often unknown and can be assumed to vary within an …

The dual CUSUM charts with auxiliary information for process mean

A Haq, L Bibi - Communications in Statistics-Simulation and …, 2022 - Taylor & Francis
The CUSUM chart is usually designed based on a known shift size when monitoring the
process mean. In practice, shift size is rarely known but it can be assumed to vary within an …

Dual CUSUM Charts for Monitoring Autocorrelated AR (1) Processes Mean With s-Skipping Sampling Scheme

Y Li, T Munir, X Hu - IEEE Access, 2022 - ieeexplore.ieee.org
In statistical process monitoring, it is often assumed that the sequential observations
generated by processes are independent and identically distributed (iid). However, in real …