Academic Journal
A variable sampling plan based on the coefficient of variation for lots resubmission
| Title: | A variable sampling plan based on the coefficient of variation for lots resubmission |
|---|---|
| Authors: | Ching Ho Yen, Muhammad Aslam, Chia‐Hao Chang, Rehan Ahmad Khan Sherwani, Liaquat Ahmad, Chi‐Hyuck Jun |
| Source: | Sci Rep Scientific Reports, Vol 13, Iss 1, Pp 1-18 (2023) |
| Publisher Information: | Springer Science and Business Media LLC, 2023. |
| Publication Year: | 2023 |
| Subject Terms: | History, Science, 0211 other engineering and technologies, Statistical Process Control in Research and Healthcare Improvement, Social Sciences, 02 engineering and technology, Experimental Design and Optimization Methods, Sample size determination, Epistemology, Management Science and Operations Research, Astrophysics, 01 natural sciences, Fabric Defect Detection in Industrial Applications, Mathematical analysis, Article, Industrial and Manufacturing Engineering, Decision Sciences, Multivariate Monitoring, Filter (signal processing), 12. Responsible consumption, Engineering, Plan (archaeology), 11. Sustainability, FOS: Mathematics, 0101 mathematics, Variable (mathematics), Data mining, Chromatography, 9. Industry and infrastructure, Sample (material), Physics, Statistics, Sampling (signal processing), Computer science, FOS: Philosophy, ethics and religion, Philosophy, Chemistry, Archaeology, 13. Climate action, Physical Sciences, Variation (astronomy), Quality (philosophy), Medicine, Computer vision, Statistics, Probability and Uncertainty, Acceptance sampling, Mathematics |
| Description: | This study focuses on the issue of lots resubmission in inspection processes, which often arises when the initial inspection of a lot is suspected, marked as held, or not accepted. To address this problem, a novel variables sampling plan based on the coefficient of variation is proposed. The objective is to determine the sampling plan parameters that minimize the average sample number while satisfying the two-points of operating characteristic curve. Practical considerations are taken into account by providing tabulated values for the inspection sample size and acceptance criteria of the proposed plan. These tables incorporate various combinations of quality levels, considering commonly used producer's risk and consumer's risk. Furthermore, a comparative analysis between the proposed plan and a single sampling plan is conducted to highlight the advantages of the new approach. To illustrate the practical implementation of the proposed plan, an example is presented. |
| Document Type: | Article Other literature type |
| Language: | English |
| ISSN: | 2045-2322 |
| DOI: | 10.1038/s41598-023-50498-2 |
| DOI: | 10.60692/ptj7d-fmj59 |
| DOI: | 10.60692/b3004-cdw14 |
| Access URL: | https://pubmed.ncbi.nlm.nih.gov/38151512 https://doaj.org/article/44f623f93d2f48b2b526823b17cc8870 |
| Rights: | CC BY |
| Accession Number: | edsair.doi.dedup.....b62f4655821555a8a3accd12e90ef711 |
| Database: | OpenAIRE |
| ISSN: | 20452322 |
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| DOI: | 10.1038/s41598-023-50498-2 |