Skip to main content

2022 | OriginalPaper | Buchkapitel

Optimal Design of Reliability Acceptance Sampling Plans for Multi-stage Production Process

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

One of the goals in manufacturing industry is to follow manufacturing standards which ensure that the manufactured products meet expectations of consumers. An Acceptance sampling plan is a tool to ensure that quality of products meet the minimum expected standards. In this chapter, an attempt is made to derive lot acceptance single and double sampling plans based on type ii censored data. The units in the lot have multiple quality characteristics and are processed through multi-stage process. We assume that the quality characteristics of units follow the exponential distribution. The acceptance criterion for the given lot is derived based on mean-life of units in the sample at every stage. Further, two non-linear optimization problems, which minimize the expected total testing cost at the acceptable quality level, are solved. In addition, sensitivity analysis studies are also conducted to assess the behavior of total testing costs with respect to change in producer’s and consumer’s risks and sample sizes. Several numerical examples and two case studies are presented to illustrate our resulting sampling plans.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
3.
Zurück zum Zitat Jun CH, Balamurali S, Lee SH (2006) Variable sampling plans for Weibull distribution lifetimes under sudden death testing. IEEE Trans Reliab 55:53–58CrossRef Jun CH, Balamurali S, Lee SH (2006) Variable sampling plans for Weibull distribution lifetimes under sudden death testing. IEEE Trans Reliab 55:53–58CrossRef
4.
Zurück zum Zitat Bartholomew DJ (1963) The sampling distribution of an estimate arising in life testing. Technometrics 5:361–374MathSciNetCrossRef Bartholomew DJ (1963) The sampling distribution of an estimate arising in life testing. Technometrics 5:361–374MathSciNetCrossRef
5.
Zurück zum Zitat Aslam M, Jun CH (2009) A group acceptance sampling plans for truncated life tests based on the Inverse Rayleigh and Log-Logistic distributions. Pakistan J Stat 25:1–13MathSciNet Aslam M, Jun CH (2009) A group acceptance sampling plans for truncated life tests based on the Inverse Rayleigh and Log-Logistic distributions. Pakistan J Stat 25:1–13MathSciNet
6.
Zurück zum Zitat Azam M, Aslam M, Balamurali S, Javaid A (2015) Two stage group acceptance sampling plan for half normal percentiles. J King Saud University - Sci 27:239–243CrossRef Azam M, Aslam M, Balamurali S, Javaid A (2015) Two stage group acceptance sampling plan for half normal percentiles. J King Saud University - Sci 27:239–243CrossRef
7.
Zurück zum Zitat Tsai TR, Wu SJ (2006) Acceptance sampling based on truncated life test for generalized Rayleigh distribution. J Appl Stat 33:595–600MathSciNetCrossRef Tsai TR, Wu SJ (2006) Acceptance sampling based on truncated life test for generalized Rayleigh distribution. J Appl Stat 33:595–600MathSciNetCrossRef
8.
Zurück zum Zitat Kantam RR, Rosaiah K, Srinivas Rao G (2001) Acceptance sampling plans based on life tests: log- logistic model. J Appl Stat 28:121–128 Kantam RR, Rosaiah K, Srinivas Rao G (2001) Acceptance sampling plans based on life tests: log- logistic model. J Appl Stat 28:121–128
9.
Zurück zum Zitat Balamurali S, Usha M (2013) Optimal design of variable chain sampling plan by minimizing the average sample number. Int J Manuf Eng 3:1–10 Balamurali S, Usha M (2013) Optimal design of variable chain sampling plan by minimizing the average sample number. Int J Manuf Eng 3:1–10
10.
Zurück zum Zitat Srinivasa Rao G (2009) A group acceptance sampling plans for lifetimes following a generalized exponential distribution. Econ Quality Control 24:75–85 Srinivasa Rao G (2009) A group acceptance sampling plans for lifetimes following a generalized exponential distribution. Econ Quality Control 24:75–85
11.
Zurück zum Zitat Aslam M (2007) Double acceptance sampling based on truncated life-tests in Rayleigh distribution. Eur J Sci Res 17:605–611 Aslam M (2007) Double acceptance sampling based on truncated life-tests in Rayleigh distribution. Eur J Sci Res 17:605–611
12.
Zurück zum Zitat Aslam M, Jun CH (2009) A group acceptance sampling plan for truncated life test having Weibull distribution. J Appl Stat 36:1021–1027MathSciNetCrossRef Aslam M, Jun CH (2009) A group acceptance sampling plan for truncated life test having Weibull distribution. J Appl Stat 36:1021–1027MathSciNetCrossRef
13.
Zurück zum Zitat Chien-Wei W, Aslam M, Jun C-H (2012) Variables sampling inspection scheme for resubmitted lots based on the process capability index Cpk. Eur J Oper Res 217:560–566CrossRef Chien-Wei W, Aslam M, Jun C-H (2012) Variables sampling inspection scheme for resubmitted lots based on the process capability index Cpk. Eur J Oper Res 217:560–566CrossRef
14.
Zurück zum Zitat Vellaisamy P, Sankar S (2005) A unified approach for modeling and designing attribute sampling plans for monitoring dependent production processes. Methodol Comput Appl Probab 7:307–323MathSciNetCrossRef Vellaisamy P, Sankar S (2005) A unified approach for modeling and designing attribute sampling plans for monitoring dependent production processes. Methodol Comput Appl Probab 7:307–323MathSciNetCrossRef
15.
Zurück zum Zitat Kumar M, Ramyamol PC (2016) Optimal reliability acceptance sampling plan for exponential distribution. Econ Quality Control 31:23–36 Kumar M, Ramyamol PC (2016) Optimal reliability acceptance sampling plan for exponential distribution. Econ Quality Control 31:23–36
16.
Zurück zum Zitat Ramyamol PC, Kumar M (2019) Optimal design of variable acceptance sampling plans for mixture distribution. J Appl Stat 46:2700–2721 Ramyamol PC, Kumar M (2019) Optimal design of variable acceptance sampling plans for mixture distribution. J Appl Stat 46:2700–2721
17.
Zurück zum Zitat Asokan MV, Balamurali S (2000) Multi attribute single sampling plans. Econ Quality Control 15:103–108 Asokan MV, Balamurali S (2000) Multi attribute single sampling plans. Econ Quality Control 15:103–108
18.
Zurück zum Zitat Duffuaa SO, Al-Turki UM, Kolus AA (2009) Process-targeting model for a product with two dependent quality characteristics using acceptance sampling plans. Int J Prod Res 47:4041–4046MATH Duffuaa SO, Al-Turki UM, Kolus AA (2009) Process-targeting model for a product with two dependent quality characteristics using acceptance sampling plans. Int J Prod Res 47:4041–4046MATH
19.
Zurück zum Zitat Moskowitz H, Plante R, Tang K (1996) Multi stage multi attribute acceptance sampling in serial production systems. IIE Trans 130–137 Moskowitz H, Plante R, Tang K (1996) Multi stage multi attribute acceptance sampling in serial production systems. IIE Trans 130–137
20.
Zurück zum Zitat Lee HL, Tagaras G (1992) Economic acceptance sampling plans in complex multi-stage production systems. Int J Prod Res 30:2615–2632CrossRef Lee HL, Tagaras G (1992) Economic acceptance sampling plans in complex multi-stage production systems. Int J Prod Res 30:2615–2632CrossRef
21.
Zurück zum Zitat Gaglioppa F, Miller LA, Benjaafar S (2008) Multi-task and multi stage production planning and scheduling for process industries. Oper Res 56:1010–1025MathSciNetCrossRef Gaglioppa F, Miller LA, Benjaafar S (2008) Multi-task and multi stage production planning and scheduling for process industries. Oper Res 56:1010–1025MathSciNetCrossRef
22.
Zurück zum Zitat Aslam M, Azam M, Jun C-H (2015) Acceptance sampling plans for multi-stage process based on time–truncated test for Weibull distribution. Int J Adv Manuf Technol 79:1779–1785 Aslam M, Azam M, Jun C-H (2015) Acceptance sampling plans for multi-stage process based on time–truncated test for Weibull distribution. Int J Adv Manuf Technol 79:1779–1785
Metadaten
Titel
Optimal Design of Reliability Acceptance Sampling Plans for Multi-stage Production Process
verfasst von
M. Kumar
Copyright-Jahr
2022
DOI
https://doi.org/10.1007/978-3-030-93623-5_7

Premium Partner