Process capability analysis for simple linear profiles

被引:0
|
作者
Pakzad A. [1 ]
Adibfar S. [2 ]
Razavi H. [3 ]
Noorossana R. [2 ,4 ]
机构
[1] Department of Industrial Engineering, Kosar University of Bojnord, Bojnord
[2] Industrial Engineering Department, Iran University of Science and Technology, Tehran
[3] Department of Industrial Engineering, Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad
[4] Information Systems and Operations Management Department, College of Business, University of Central Oklahoma, Edmond, OK
关键词
Loss-based capability index; Phase I and phase II analysis; Process capability analysis; Simple linear profile; Statistical process control;
D O I
10.1007/s11135-023-01726-4
中图分类号
学科分类号
摘要
When a process is under statistical control, one is usually interested in evaluating process performance based on specification limits (SLs) provided by customer. This evaluation is referred to as process capability analysis. This study provides a new method to measure process capability index (PCI) for a simple linear profile based on its parameters. In this regard, the SLs for the proposed PCIs (SLs for the profile parameters) are presented based on SLs of the response variable while considering the in-control profiles. Simulation results reveal satisfactory performance for the proposed method considering absolute percentage error criterion. In addition, the minimum number of profile samples for estimation of the proposed PCIs are determined. A real case in calibration application is also considered to show the applicability of the proposed method in practice. © The Author(s), under exclusive licence to Springer Nature B.V. 2023.
引用
收藏
页码:2183 / 2211
页数:28
相关论文
共 50 条
  • [1] Process Capability Analysis for Simple Linear Profiles in Multistage Processes
    Adibfar, Saeed
    Noorossana, Rassoul
    [J]. PAKISTAN JOURNAL OF STATISTICS AND OPERATION RESEARCH, 2024, 20 (01) : 139 - 155
  • [2] Evaluation of process capability in multivariate simple linear profiles
    Ebadi, Mohsen
    Amiri, Amirhossein
    [J]. SCIENTIA IRANICA, 2012, 19 (06) : 1960 - 1968
  • [3] Measurement System Capability Analysis for Simple Linear Profiles
    Shi, Liangxing
    Chen, Wei
    He, Zhen
    [J]. PROCEEDINGS OF THE 6TH INTERNATIONAL ASIA CONFERENCE ON INDUSTRIAL ENGINEERING AND MANAGEMENT INNOVATION: CORE THEORY AND APPLICATIONS OF INDUSTRIAL ENGINEERING, VOL 1, 2016, : 301 - 306
  • [4] Process Capability Analysis in Non Normal Linear Regression Profiles
    Hosseinifard, S. Z.
    Abbasi, B.
    [J]. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2012, 41 (10) : 1761 - 1784
  • [5] Evaluation of process capability indices of linear profiles
    Hosseinifard, Seyedeh
    Abbasi, Babak
    [J]. INTERNATIONAL JOURNAL OF QUALITY & RELIABILITY MANAGEMENT, 2012, 29 (02) : 162 - +
  • [6] A process capability index for simple linear profile
    Ebadi, Mohsen
    Shahriari, Hamid
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2013, 64 (5-8): : 857 - 865
  • [7] A Process Yield for Simple Linear Profiles
    Wang, Fu-Kwun
    [J]. QUALITY ENGINEERING, 2014, 26 (03) : 311 - 318
  • [8] A process capability index for simple linear profile
    Mohsen Ebadi
    Hamid Shahriari
    [J]. The International Journal of Advanced Manufacturing Technology, 2013, 64 : 857 - 865
  • [9] Robust process capability indices for multiple linear profiles
    Mehri, Saeed
    Ahmadi, Mohammad Mahdi
    Shahriari, Hamid
    Aghaie, Abdollah
    [J]. QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2021, 37 (08) : 3568 - 3579
  • [10] MEWMA Control Chart and Process Capability Indices for Simple Linear Profiles with Within-profile Autocorrelation
    Chiang, Jyun-You
    Lio, Y. L.
    Tsai, Tzong-Ru
    [J]. QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2017, 33 (05) : 1083 - 1094