Development and Implementation of Autonomous Quality Management System (AQMS) in an Automotive Manufacturing using Quality 4.0 Concept- A Case Study

被引:16
|
作者
Singh, Jagmeet [1 ,3 ]
Ahuja, I. P. S. [2 ]
Singh, Harwinder [3 ]
Singh, Amandeep [4 ]
机构
[1] Punjabi Univ, Dept Mech Engn, Patiala 147002, India
[2] Punjabi Univ, Dept Mech Engn, Patiala 147002, India
[3] Guru Nanak Dev Engn Coll, Dept Mech & Prod Engn, Ludhiana 141006, India
[4] Univ Waterloo, Dept Syst Design Engn, Waterloo, ON N2L 3G1, Canada
关键词
Industry; 4; 0; Quality; Industry Internet of Things (IIoT); Quality Management System (QMS); Six-Sigma;
D O I
10.1016/j.cie.2022.108121
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Purpose: The goal of this research is to use the Quality 4.0 (Q4.0) concept to digitalize the traditional Quality Management System (QMS) and demonstrate the efficiency of the Autonomous Quality Management System (AQMS) in the case organization. Design/Methodology/Approach: The Internet of Things (IoT) concept was used to develop AQMS. The Q4.0 technique was used to digitalize the developed system. Gage repeatability and reproducibility (gage R&R) of traditional and autonomous QMS systems have been evaluated. Both the QMS systems were examined using six -sigma quality indicators, as well as machining and inspection cost analysis. Findings: In traditional and autonomous QMS, the gage R&R was found to be 91.60 percent and 0.67 percent, respectively. The special purpose machine (SPM), computer numerical control (CNC), and hydraulic machine production rates were increased by 44.42 percent, 65.60 percent, and 65.76 percent, respectively. The effective deployment of AQMS has reduced the production and inspection costs by 52.16 percent and 78.35 percent. The AQMS process yield has increased from 86.80 percent to 99.99 percent, and the component rejection rate has decreased by 93.70 percent. Overall machining process improved significantly as the sigma level increased from 1.5 to 5.5.Research Limitation/Implication: The current study's findings are limited to hub bolt products only. In future investigations, the application of AQMS to other types of products will be considered. Originality/Values: This study was carried out practically to reflect the effectiveness of the implemented Q4.0 concept in the actual industry scenario.
引用
收藏
页数:19
相关论文
共 50 条
  • [1] Quality 4.0 conceptualisation: an emerging quality management concept for manufacturing industries
    Maganga, Deusdedith Pastory
    Taifa, Ismail W. R.
    [J]. TQM JOURNAL, 2023, 35 (02): : 389 - 413
  • [2] Enablers of total quality management implementation in manufacturing: a case study
    Gunasekaran, A
    [J]. TOTAL QUALITY MANAGEMENT, 1999, 10 (07): : 987 - 996
  • [3] A case study of a quality system implementation in a small manufacturing firm
    Bhuiyan, Nadia
    Alam, Nadeem
    [J]. INTERNATIONAL JOURNAL OF PRODUCTIVITY AND PERFORMANCE MANAGEMENT, 2005, 54 (03) : 172 - +
  • [4] Enhancing Automotive Part Quality in SMEs through DMAIC Implementation: A Case Study in Indonesian Automotive Manufacturing
    Sumasto, Fredy
    Arliananda, Deanisa Amara
    Imansuri, Febriza
    Aisyah, Siti
    Purwojatmiko, B. Handoko
    [J]. QUALITY INNOVATION PROSPERITY-KVALITA INOVACIA PROSPERITA, 2023, 27 (03): : 57 - 74
  • [5] Quality management system implementation at KELTEC - A case study
    Aniyan, S
    [J]. DEFENCE SCIENCE JOURNAL, 2002, 52 (04) : 393 - 402
  • [6] Implementation of new manufacturing technologies and quality management systems in the Thai automotive industry
    Tritos, L
    Paul, H
    [J]. PROCEEDINGS OF THE 2000 IEEE INTERNATIONAL CONFERENCE ON MANAGEMENT OF INNOVATION AND TECHNOLOGY, VOLS 1 AND 2: MANAGEMENT IN THE 21ST CENTURY, 2000, : 809 - 814
  • [7] Development of Lean Manufacturing in Quality Management System
    Adreeva, Tatyana
    Shvidenko, Dmitry
    Popova, Lola
    Krupoderova, Mariya
    Grimashevich, Olga
    Cherkashnev, Roman
    [J]. QUALITY-ACCESS TO SUCCESS, 2021, 22 (181): : 71 - 75
  • [8] Sustainable system implementation of quality management through the approach of organization 4.0.
    Binner, Hartmut F.
    [J]. ZWF Zeitschrift fuer Wirtschaftlichen Fabrikbetrieb, 2019, 114 (04): : 187 - 190
  • [9] Improving material quality management and manufacturing organizations system through Industry 4.0 technologies
    Ammar, Mohd
    Haleem, Abid
    Javaid, Mohd
    Walia, Rinku
    Bahl, Shashi
    [J]. MATERIALS TODAY-PROCEEDINGS, 2021, 45 : 5089 - 5096
  • [10] Development of a Data-Driven Decision-Making System Using Lean and Smart Manufacturing Concept in Industry 4.0: A Case Study
    Tripathi, Varun
    Chattopadhyaya, Somnath
    Mukhopadhyay, A. K.
    Saraswat, Suvandan
    Sharma, Shubham
    Li, Changhe
    Rajkumar, S.
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022