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Cogent Engineering Volume 6, 2019 - Issue 1
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Research Article

Tr(R2) control charts based on kernel density estimation for monitoring multivariate variability process

Muhammad Mashuri1 Department of Statistics, Institut Teknologi Sepuluh Nopember, Surabaya, 60111, IndonesiaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0001-9348-4507View further author information
ORCID Icon,
Haryono Haryono1 Department of Statistics, Institut Teknologi Sepuluh Nopember, Surabaya, 60111, IndonesiaView further author information
,
Diaz Fitra Aksioma1 Department of Statistics, Institut Teknologi Sepuluh Nopember, Surabaya, 60111, IndonesiaView further author information
,
Wibawati Wibawati1 Department of Statistics, Institut Teknologi Sepuluh Nopember, Surabaya, 60111, IndonesiaORCID Iconhttps://orcid.org/0000-0002-9477-9718View further author information
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Muhammad Ahsan1 Department of Statistics, Institut Teknologi Sepuluh Nopember, Surabaya, 60111, IndonesiaORCID Iconhttps://orcid.org/0000-0003-3444-2766View further author information
ORCID Icon &
Hidayatul Khusna1 Department of Statistics, Institut Teknologi Sepuluh Nopember, Surabaya, 60111, IndonesiaORCID Iconhttps://orcid.org/0000-0001-9889-2884View further author information
ORCID Icon |
Yuegang Yuegang Tan2 School of Mechanical and Electronic Engineering, Wuhan University of Technology, Wuhan, ChinaView further author information
(Reviewing editor) show all
Article: 1665949 | Received 26 Jun 2019, Accepted 06 Sep 2019, Published online: 23 Sep 2019

Citations (14)

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Read on this site (1)

Mohammad Reza Maleki, Ali Salmasnia & Sahand Yousefi. (2023) Multivariate ELR control chart with estimated mean vector and covariance matrix. Communications in Statistics - Theory and Methods 52:24, pages 8814-8827.
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Articles from other publishers (13)

Masoud Jafari, Mohammad Reza Maleki & Ali Salmasnia. (2022) A high-dimensional control chart for monitoring process variability under gauge imprecision effect. Production Engineering 17:3-4, pages 547-564.
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Mehvish Hyder, Syed Muhammad Muslim Raza, Tahir Mahmood & Nasir Abbas. (2023) Enhanced Dispersion Monitoring Structures Based on Modified Successive Sampling: Application to Fertilizer Production Process. Symmetry 15:5, pages 1108.
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Muhammad Ahsan, Muhammad Mashuri, Hidayatul Khusna & Wibawati. (2022) Kernel principal component analysis (PCA) control chart for monitoring mixed non-linear variable and attribute quality characteristics. Heliyon 8:6, pages e09590.
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Phuong Hanh Tran, Adel Ahmadi Nadi, Thi Hien Nguyen, Kim Duc Tran & Kim Phuc Tran. 2022. Control Charts and Machine Learning for Anomaly Detection in Manufacturing. Control Charts and Machine Learning for Anomaly Detection in Manufacturing 7 42 .
Karim Atashgar, Faeze Saeedian & Zahra NamAvar. (2021) Monitoring combined multivariate process approaching hybrid kernel‐CUSUM analysis. Quality and Reliability Engineering International 37:8, pages 3600-3616.
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M Mashuri, H Khusna, Wibawati & F D Putri. (2021) Mixed Multivariate EWMA-CUSUM (MEC) Chart based on MLS-SVR Model for Monitoring Drinking Water Quality. Journal of Physics: Conference Series 2123:1, pages 012019.
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M Ahsan & T R Aulia. (2021) Comparing the Performance of Several Multivariate Control Charts Based on Residual of Multioutput Least Square SVR (MLS-SVR) Model in Monitoring Water Production Process. Journal of Physics: Conference Series 2123:1, pages 012018.
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A I Jaya, T R Aulia, F D Putri & T Rakhmawati. (2021) T 2 Control Chart based on PCA with KDE Control Limit for Monitoring Intrusion . Journal of Physics: Conference Series 2123:1, pages 012017.
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Rumaisa Kruba, Muhammad Mashuri & Dedy Dwi Prastyo. (2021) The effectiveness of Max‐half‐Mchart over Max‐Mchart in simultaneously monitoring process mean and variability of individual observations. Quality and Reliability Engineering International 37:6, pages 2334-2347.
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Sagi Rathna Prasad & AS Sekhar. (2020) Detection and localization of fatigue-induced transverse crack in a rotor shaft using principal component analysis. Structural Health Monitoring 20:2, pages 513-531.
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Y Trimardiani, Wibawati, M S Akbar, Suhartono & D D Prastyo. (2021) Quality Control of Water Production Process Using Multivariate Control Charts. Journal of Physics: Conference Series 1821:1, pages 012023.
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M Qori’atunnadyah, Wibawati, M Ahsan & H Khusna. (2021) Monitoring the variability of cement compressive strength using Multivariate Exponentially Weighted Moving Covariance Matrix (MEWMC) control chart. Journal of Physics: Conference Series 1821:1, pages 012020.
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R Kruba, M Mashuri & D D Prastyo. (2021) Monitoring ZA Fertilizer Production using Multivariate Maximum Chart Based on Bootstrap Control Limit. Journal of Physics: Conference Series 1752:1, pages 012020.
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