A multi-objective optimization of the synthetic T2 control chart for solving the problem of in-control and out-of-control regions

被引：0
|
作者：
Aparisi, Francisco [1 ]
de Luna, Marco A. [2 ]
机构：
[1] Univ Politecn Valencia, Dept Estadist & Invest Operat Aplicadas & Calidad, E-46022 Valencia, Spain
[2] ITESM, Dept Ingn Ind & Mecan, Guadalajara 45140, Jalisco, Mexico
来源：
IMECS 2007: INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS, VOLS I AND II | 2007年
关键词：
multi-objective optimization; pareto-optimal front; synthetic T-2 control chart; genetic algorithms;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In some real applications of Statistical Process Control it is necessary to design a control chart to not detect small shifts, but keeping a good performance to detect moderate and large shifts (designing for In-control and Out-of-control regions). In this work we show how the new synthetic T 2 control chart can be designed to cope with this objective. A multi-objective optimization is carried out employing Genetic Algorithms, finding the Pareto-optimal front of non-dominated solutions for this problem.
引用
收藏
页码：2323 / +
页数：2
相关论文
共 50 条
  • [1] Designing the synthetic T2 quality control chart as a multi-objective optimization problem
    Aparisi, Francisco
    De Luna, Marco
    [J]. NEW ADVANCES IN SIMULATION, MODELLING AND OPTIMIZATION (SMO '07), 2007, : 321 - +
  • [2] The Synthetic T2 Quality Control Chart and its Multi-Objective Optimization
    Aparisi, Francisco
    de Luna, Marco A.
    [J]. PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 26, PARTS 1 AND 2, DECEMBER 2007, 2007, 26 : 505 - +
  • [3] Design and optimization of EWMA control charts for in-control, indifference, and out-of-control regions
    Aparisi, Francisco
    Garcia-Diaz, J. Carlos
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2007, 34 (07) : 2096 - 2108
  • [4] Synthetic-(X)over-bar control charts optimized for in-control and out-of-control regions
    Aparisi, Francisco
    de Luna, Marco A.
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2009, 36 (12) : 3204 - 3214
  • [5] Out-of-Control Signals in Three-Part Compositional T2 Control Chart
    Vives-Mestres, Marina
    Daunis-i-Estadella, Josep
    Martin-Fernandez, Josep-Antoni
    [J]. QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2014, 30 (03) : 337 - 346
  • [6] Simultaneously guaranteeing the in-control and out-of-control performances of the S2 control chart with estimated variance
    Aparisi, Francisco
    Mosquera, Jaime
    Epprecht, Eugenio K.
    [J]. QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2018, 34 (06) : 1110 - 1126
  • [7] Analyzing out-of-control signals of T2 control chart for compositional data using artificial neural networks
    Imran, Muhammad
    Dai, Hong-Liang
    Zaidi, Fatima Sehar
    Hu, Xuelong
    Tran, Kim Phuc
    Sun, Jinsheng
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2024, 238
  • [8] Design of an X&x305; control chart with guaranteed joint in-control and out-of-control performances when the mean and variance are estimated
    Mosquera, Jaime
    Aparisi, Francisco
    Epprecht, Eugenio K.
    [J]. QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2019, 35 (07) : 2097 - 2114
  • [9] An Approach to Solving for Multi-Objective Optimization Problem with Application to Linear Motor Control Design
    Lin, C-L.
    Jan, H-Y.
    [J]. CONTROL AND INTELLIGENT SYSTEMS, 2005, 33 (02)
  • [10] A multivariate synthetic double sampling T2 control chart
    Khoo, Michael B. C.
    Wu, Zhang
    Castagliola, Philippe
    Lee, H. C.
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2013, 64 (01) : 179 - 189
12345