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The Usage of Time Series Control Charts for Financial Process Analysis [PDF]

Journal of Competitiveness, 2012
We will deal with financial proceedings of the company using methods of SPC (Statistical Process Control), specifically through time series control charts.
Kovářík Martin, Klímek Petr
doaj  

Attribute Control Chart Using the Repetitive Sampling Under Neutrosophic System

IEEE Access, 2019
In this paper, an attribute control chart using the repetitive sampling under the neutrosophic statistics system is discussed. The necessary measures of the proposed control chart under the neutrosophic statistics system are given.
Muhammad Aslam
doaj   +1 more source

Max-Half-Mchart: A Simultaneous Control Chart Using a Half-Normal Distribution for Subgroup Observations

IEEE Access, 2021
A Simultaneous control chart is a well-known tool for monitoring the process mean and process variability with a single chart. In recent decades, many researchers have been interested in developing simultaneous control charts.
Rumaisa Kruba, Muhammad Mashuri, Dedy Dwi Prastyo   +2 more
doaj   +1 more source

Steady-state behavior of nonparametric control charts using sign statistic

Production, 2015
If process is running for a long period in an in-control condition, it will reach in a steady-state condition. In order to study the long term properties of a control chart, it is appropriate to investigate the steady-state average time to signal.
Shashikant Kuber Khilarea, Digambar Tukaram Shirke   +1 more
doaj   +1 more source

Control Chart Interpretation Using Fuzzy ARTMAP

Journal of King Saud University: Engineering Sciences, 2004
Fuzzy ARTMAP is a newly introduced artificial neural network architecture that incorporates fuzzy logic into its dynamics. In this paper, fuzzy ARTMAP is used to: i) decide whether a production process is under statistical control or out of control and ...
Hindi A. Al-Hindi
doaj   +1 more source

Comparing the performance of Kernel PCA Mix Chart with PCA Mix Chart for monitoring mixed quality characteristics

Scientific Reports, 2022
Along with the development of information and technology, the quality characteristics of a product cannot be monitored separately in the different types of control charts.
Muhammad Ahsan, Muhammad Mashuri, Hidayatul Khusna   +2 more
doaj   +1 more source

Reinforcement Learning-Based Real-Time Contrasts Control Chart Using an Adaptive Window Size

IEEE Access
In this study, we propose a real-time contrasts control chart based on reinforcement learning (RL-RTC). Effective process monitoring, which directly influences productivity and yield, has become increasingly important.
Kyuchang Chang, Seung Hwan Park
doaj   +1 more source

Control Chart for Variance Using Repetitive Sampling Under Neutrosophic Statistical Interval System

IEEE Access, 2019
In this paper, a control chart for variance using the repetitive sampling under the neutrosophic statistics is proposed. The proposed control chart can be applied for monitoring the variability in the process when some observations/parameters are unclear
Muhammad Aslam
doaj   +1 more source

Control of control charts

, 2022
Although the Shewhart chart is widely used in practice because of its simplicity, applying this control chart to monitor the mean of a process may lead to two types of problems. The first concerns the typically unknown parameters involved in the distribution, while the second concerns the validity of the assumption of normality itself. The objective of
openaire   +2 more sources

The optimal control chart procedure [PDF]

, 2004
summary:The moving average (MA) chart, the exponentially weighted moving average (EWMA) chart and the cumulative sum (CUSUM) chart are the most popular schemes for detecting shifts in a relevant process parameter.
Skřivánek, Jaroslav
core   +1 more source