Performance of a New Time-Truncated Control Chart for Weibull Distribution Under Uncertainty

International Journal of Computational Intelligence Systems

关键词: Weibull distribution;    Neutrosophic Weibull distribution;    Attribute chart;    Time truncated;    Shift;   

DOI  :  10.2991/ijcis.d.210331.001

来源: DOAJ

【 摘 要 】

To detect indeterminacy effect in the manufacturing process, attribute control chart using neutrosophic Weibull distribution is proposed in this paper. To make the attribute control chart more efficient for persistent shifts in the industrial process, an attribute control chart using Weibull distribution has been proposed recently. In this study, a neutrosophic Weibull distribution-based attribute control chart develop for efficient monitoring of the process. The indeterminacy effect was studied with the control chart's performance using characteristics of run length. In addition, the proposed chart effectively detected shifts in uncertainty. The relative efficiency of the proposed structure is compared with the existing attribute control chart under the Weibull time-truncated life test. The relative analysis reveals that the proposed time-truncated control chart for Weibull distribution under uncertainty design performance more efficiently than the existing counterparts. From the comparison, the proposed chart provides smaller values for the out-of-control average run length as compared to the existing attribute control chart. An illustrative application related to automobile manufacturing is also incorporated to demonstrate the proposal.

【 授权许可】

Unknown