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检索条件"主题词=Multivariate Statistical Process Control"
261 条 记 录,以下是91-100 订阅
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Nonparametric monitoring of multivariate data via KNN learning
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INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH 2021年 第20期59卷 6311-6326页
作者: Li, Wendong Zhang, Chi Tsung, Fugee Mei, Yajun Shanghai Univ Finance & Econ Sch Stat & Management Shanghai Peoples R China Hong Kong Univ Sci & Technol Dept Ind Engn & Decis Analyt Kowloon Hong Kong Peoples R China Georgia Inst Technol H Milton Stewart Sch Ind & Syst Engn Atlanta GA 30332 USA
process monitoring of multivariate quality attributes is important in many industrial applications, in which rich historical data are often available thanks to modern sensing technologies. While multivariate statistic... 详细信息
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Ischemic Stroke Detection by Analyzing Heart Rate Variability in Rat Middle Cerebral Artery Occlusion Model
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IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING 2018年 第6期26卷 1152-1160页
作者: Kodama, Tomonobu Kamata, Keisuke Fujiwara, Koichi Kano, Manabu Yamakawa, Toshitaka Yuki, Ichiro Murayama, Yuichi Jikei Univ Sch Med Dept Neurosurg Tokyo 1058471 Japan Kyoto Univ Dept Syst Sci Kyoto 6158085 Japan Kumamoto Univ Prior Org Innovat & Excellence Kumamoto 8608555 Japan
Although early reperfusion therapy is effective for acute ischemic stroke, limited therapeutic time-window resulted in only 10% of patients receiving reperfusion therapy. A fast and reliable stroke detection method is... 详细信息
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Monitoring through T2 Hotelling of cylinder lubrication process of marine diesel engine
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APPLIED THERMAL ENGINEERING 2017年 110卷 32-38页
作者: Boullosa, David Luis Larrabe, Juan Lopez, Alberto Angel Gomez, Miguel Univ Basque Country UPV EHU Dept Naut Sci & Marine Syst Engn Maria Diaz de Haro 68 Portugalete 48920 Spain
Frequently, it can be complex to identify when a process, has a deviation from its normal working conditions, when the process variables are individually monitored. This paper responds to that need. The cylinder lubri... 详细信息
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An adaptive step-down procedure for fault variable identification
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INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH 2016年 第11期54卷 3187-3200页
作者: Kim, Jinho Jeong, Myong K. Elsayed, Elsayed A. Al-Khalifa, K. N. Hamouda, A. M. S. Rutgers State Univ Dept Ind & Syst Engn Piscataway NJ USA Qatar Univ Dept Mech & Ind Engn Doha Qatar
In a process with a large number of process variables (high-dimensional process), identifying which variables cause an out-of-control signal is a challenging issue for quality engineers. In this paper, we propose an a... 详细信息
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A distribution-free control chart for monitoring high-dimensional processes based on interpoint distances
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NAVAL RESEARCH LOGISTICS 2018年 第4期65卷 317-330页
作者: Shu, Lianjie Fan, Jinyu Univ Macau Fac Business Adm Taipa Macau Peoples R China
With rapid advances in sensing technology and data acquisition systems, high-dimensional data appear in many settings. The high dimensionality presents a new challenge to the traditional tools in multivariate statisti... 详细信息
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Heart Rate Variability-Based Driver Drowsiness Detection and Its Validation With EEG
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IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 2019年 第6期66卷 1769-1778页
作者: Fujiwara, Koichi Abe, Erika Kamata, Keisuke Nakayama, Chikao Suzuki, Yoko Yamakawa, Toshitaka Hiraoka, Toshihiro Kano, Manabu Sumi, Yukiyoshi Masuda, Fumi Matsuo, Masahiro Kadotani, Hiroshi Kyoto Univ Dept Syst Sci Kyoto 6068501 Japan Tokyo Med & Dent Univ Tokyo Japan Kumamoto Univ Kumamoto Japan Shiga Univ Med Sci Otsu Shiga Japan
Objective: Driver drowsiness detection is a key technology that can prevent fatal car accidents caused by drowsy driving. The present work proposes a driver drowsiness detection algorithm based on heart rate variabili... 详细信息
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A new multivariate CUSUM chart using principal components with a revision of Crosier's chart
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COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION 2018年 第2期47卷 464-476页
作者: Chen, Jiaqi Yang, Hualong Yao, Jianfeng Harbin Inst Technol Dept Math Harbin Heilongjiang Peoples R China Univ Hong Kong Dept Stat & Actuarial Sci Hongkong Peoples R China
In this article, we introduce a new multivariate cumulative sum chart, where the target mean shift is assumed to be a weighted sum of principal directions of the population covariance matrix. This chart provides an at... 详细信息
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Variable Selection-based multivariate Cumulative Sum control Chart
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QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL 2017年 第3期33卷 565-578页
作者: Abdella, Galal M. Al-Khalifa, Khalifa N. Kim, Sangahn Jeong, Myong K. Elsayed, Elsayed A. Hamouda, Abdel Magid Qatar Univ Dept Mech & Ind Engn Doha Qatar Rutgers State Univ Dept Ind & Syst Engn Piscataway NJ USA
High-dimensional applications pose a significant challenge to the capability of conventional statistical process control techniques in detecting abnormal changes in process parameters. These techniques fail to recogni... 详细信息
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statistical process control for monitoring non-linear profiles using wavelet filtering and B-Spline approximation
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INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH 2010年 第4期48卷 1049-1068页
作者: Chang, Shing I. Yadama, Srikanth Kansas State Univ Dept Ind & Mfg Syst Engn Manhattan KS 66506 USA
A statistical process control framework is proposed to monitor non-linear profiles. The proposed methodology aims at identifying mean shifts or 'shape changes' in a profile. Discrete wavelet transformation (DW... 详细信息
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On the internal multivariate quality control of analytical laboratories.: A case study:: the quality of drinking water
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CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 2001年 第2期56卷 93-103页
作者: Ortiz-Estarelles, O Martín-Biosca, Y Medina-Hernández, MJ Sagrado, S Bonet-Domingo, E Univ Valencia Fac Farm Dept Quim Analit E-46100 Burjassot Spain Gen Anal Mat & Serv GAMASER SL Valencia Spain
multivariate statistical process control (MSPC) tools, based on principal component analysis (PCA), partial least squares (PLS) regression and other regression models, are used in the present study for automatic detec... 详细信息
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