nach oben

Soft Computing

Erschienen in:

02.05.2020 | Methodologies and Application

Design of NEWMA np control chart for monitoring neutrosophic nonconforming items

verfasst von: Muhammad Aslam, Rashad A. R. Bantan, Nasrullah Khan

Erschienen in: Soft Computing | Ausgabe 21/2020

Einloggen

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

search-config

KI-gestützte Suche

Aus

Abstract

We will introduce a neutrosophic exponentially weighted moving average (NEWMA) statistic for the attribute data. We will use the proposed NEWMA to design an attribute control chart. We will introduce the neutrosophic Monte Carlo simulation to find the neutrosophic average run length (NARL). The comparative study shows the efficiency of the proposed NEWMA attribute. Two examples of having neutrosophic parameters will be given to explain the proposed control chart. We hope that the proposed chart will perform better under uncertainty.

Vorheriger Artikel DeepBot: a time-based botnet detection with deep learning

Nächster Artikel An improved Jaya algorithm with a modified swap operator for solving team formation problem

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!

Jetzt informieren

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!

Jetzt informieren

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!

Jetzt informieren

Abbasi SA (2016) Exponentially weighted moving average chart and two-component measurement error. Qual Reliab Eng Int 32(2):499–504

Abbasi SA, Riaz M, Miller A, Ahmad S, Nazir HZ (2015) EWMA dispersion control charts for normal and non-normal processes. Qual Reliab Eng Int 31(8):1691–1704

Abdel-Basset M, Atef A, Smarandache F (2018a) A hybrid neutrosophic multiple criteria group decision making approach for project selection. Cogn Syst Res 57:216–227

Abdel-Basset M, Manogaran G, Gamal A, Smarandache F (2018b) A hybrid approach of neutrosophic sets and DEMATEL method for developing supplier selection criteria. Des Autom Embed Syst 22:257–278

Adeoti OA (2018) A new double exponentially weighted moving average control chart using repetitive sampling. Int J Qual Reliab Manag 35(2):387–404MathSciNet

Adeoti OA, Malela-Majika J-C (2019) Double exponentially weighted moving average control chart with supplementary runs-rules. Qual Technol Quant Manag 17:149–172

Agarwal P, Deniz S, Jain S, Alderremy A, Aly S (2019) A new analysis of a partial differential equation arising in biology and population genetics via semi analytical techniques. Phys A Stat Mech Appl 542:122769MathSciNet

Alhabib R, Ranna MM, Farah H, Salama A (2018) Some neutrosophic probability distributions. Neutrosophic Sets Syst 22:30–38

Arshad W, Abbas N, Riaz M, Hussain Z (2017) Simultaneous use of runs rules and auxiliary information with exponentially weighted moving average control charts. Qual Reliab Eng Int 33(2):323–336

Aslam M (2018) A new sampling plan using neutrosophic process loss consideration. Symmetry 10(5):132MathSciNet

Aslam M (2019a) Attribute control chart using the repetitive sampling under neutrosophic system. IEEE Access 7:15367–15374

Aslam M (2019b) Control chart for variance using repetitive sampling under neutrosophic statistical interval system. IEEE Access 7:25253–25262

Aslam M (2019c) Neutrosophic analysis of variance: application to university students. Complex Intell Syst 5:403–407

Aslam M, Khan N (2019) A new variable control chart using neutrosophic interval method-an application to automobile industry. J Intell Fuzzy Syst 36(3):2615–2623

Aslam M, Khan N, Khan M (2018) Monitoring the variability in the process using neutrosophic statistical interval method. Symmetry 10(11):562

Aslam M, Bantan RA, Khan N (2019) Design of a new attribute control chart under neutrosophic statistics. Int J Fuzzy Syst 21(2):433–440

Asmar NH, Grafakos L (2018) Complex analysis with applications. Springer, BerlinMATH

Bai D, Lee K (2002) Variable sampling interval X control charts with an improved switching rule. Int J Prod Econ 76(2):189–199

Castagliola P, Celano G, Fichera S, Nunnari V (2008) A variable sample size S2-EWMA control chart for monitoring the process variance. Int J Reliab Qual Saf Eng 15(03):181–201

Chen J, Ye J, Du S (2017a) Scale effect and anisotropy analyzed for neutrosophic numbers of rock joint roughness coefficient based on neutrosophic statistics. Symmetry 9(10):208

Chen J, Ye J, Du S, Yong R (2017b) Expressions of rock joint roughness coefficient using neutrosophic interval statistical numbers. Symmetry 9(7):123

Engin O, Çelik A, Kaya İ (2008) A fuzzy approach to define sample size for attributes control chart in multistage processes: an application in engine valve manufacturing process. Appl Soft Comput 8(4):1654–1663

Faraz A, Moghadam MB (2007) Fuzzy control chart a better alternative for Shewhart average chart. Qual Quant 41(3):375–385

Faraz A, Kazemzadeh RB, Moghadam MB, Bazdar A (2010) Constructing a fuzzy Shewhart control chart for variables when uncertainty and randomness are combined. Qual Quant 44(5):905–914

Haq A (2014) An improved mean deviation exponentially weighted moving average control chart to monitor process dispersion under ranked set sampling. J Stat Comput Simul 84(9):2011–2024MathSciNetMATH

Haq A, Brown J, Moltchanova E (2015a) New exponentially weighted moving average control charts for monitoring process mean and process dispersion. Qual Reliab Eng Int 31(5):877–901

Haq A, Brown J, Moltchanova E, Al-Omari AI (2015b) Effect of measurement error on exponentially weighted moving average control charts under ranked set sampling schemes. J Stat Comput Simul 85(6):1224–1246MathSciNetMATH

Hart MK, Lee KY, Hart RF, Robertson JW (2003) Application of attribute control charts to risk-adjusted data for monitoring and improving health care performance. Qual Manag Healthc 12(1):5–19

Kahraman C, Gülbay M, Boltürk E (2016) Fuzzy Shewhart control charts. In: Kahraman C, Kabak Ö (eds) Fuzzy statistical decision-making. Springer, Berlin, pp 263–280MATH

Khademi M, Amirzadeh V (2014) Fuzzy rules for fuzzy $ overline X $ and $ R $ control charts. Iran J Fuzzy Syst 11(5):55–66MathSciNet

Khan MZ, Khan MF, Aslam M, Niaki STA, Mughal AR (2018) A fuzzy EWMA attribute control chart to monitor process mean. Information 9(12):312

Montgomery DC (2007) Introduction to statistical quality control. Wiley, HobokenMATH

Natrella M (2010) NIST/SEMATECH e-handbook of statistical methods. https://doi.org/10.18434/M32189A

Oakland JS (2007) Statistical process control. Routledge, London

Panthong C, Pongpullponsak A (2016) Non-normality and the fuzzy theory for variable parameters control charts. Thai J Math 14(1):203–213MathSciNetMATH

Pereira P, Seghatchian J, Caldeira B, Xavier S, de Sousa G (2018) Statistical methods to the control of the production of blood components: principles and control charts for variables. Transfus Apheres Sci 57(1):132–142

Roberts S (1959) Control chart tests based on geometric moving averages. Technometrics 1(3):239–250

Sanusi RA, Riaz M, Adegoke NA, Xie M (2017) An EWMA monitoring scheme with a single auxiliary variable for industrial processes. Comput Ind Eng 114:1–10

Saoudi K, Agarwal P, Kumam P, Ghanmi A, Thounthong P (2018) The Nehari manifold for a boundary value problem involving Riemann-Liouville fractional derivative. Adv Differ Equ 2018(1):263MathSciNetMATH

Senturk S, Erginel N (2009) Development of fuzzy X¯ ∼ -R ∼ and X¯ ∼ -S ∼ control charts using α-cuts. Inf Sci 179(10):1542–1551

Smarandache F (2010) Neutrosophic logic—a generalization of the intuitionistic fuzzy logic. Multispace Multistruct Neutrosophic Transdiscipl (100 Collected Papers of Science) 4:396

Smarandache F (2014) Introduction to neutrosophic statistics. Infinite Study, Ann ArborMATH

Wang D, Hryniewicz O (2015) A fuzzy nonparametric Shewhart chart based on the bootstrap approach. Int J Appl Math Comput Sci 25(2):389–401MathSciNetMATH

Zarandi MF, Alaeddini A, Turksen I (2008) A hybrid fuzzy adaptive sampling–run rules for Shewhart control charts. Inf Sci 178(4):1152–1170

Titel: Design of NEWMA np control chart for monitoring neutrosophic nonconforming items
verfasst von: Muhammad Aslam
Rashad A. R. Bantan
Nasrullah Khan
Publikationsdatum: 02.05.2020
Verlag: Springer Berlin Heidelberg
Erschienen in: Soft Computing / Ausgabe 21/2020
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI: https://doi.org/10.1007/s00500-020-04964-y

Springer Professional

Abstract

Bitte loggen Sie sich ein, um Zugang zu Ihrer Lizenz zu erhalten.

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

Springer Professional "Wirtschaft+Technik"

Springer Professional "Wirtschaft"

Springer Professional "Technik"

Weitere Artikel der Ausgabe 21/2020

An extensive review of computational intelligence-based optimization algorithms: trends and applications

Time series data analysis of stock price movement using machine learning techniques

Perturbation-based classifier

Temporal convolutional neural (TCN) network for an effective weather forecasting using time-series data from the local weather station

Individual credit ranking by an integrated interval type-2 trapezoidal fuzzy Electre methodology

Granular matrix method of attribute reduction in formal contexts

Premium Partner