Advancing Quality Assurance In Manufacturing
A Weighted Exponential Distribution Control Chart For Enhanced Production Monitoring
Bibliographic Data
| ID | 15538517 |
|---|---|
| Authors | Taswar Iqbal (University of Agriculture Faisalabad, corresponding author), Muhammad Z Iqbal (0000-0001-5369-5588, University of Agriculture Faisalabad), Muhammad Kashif (0000-0001-7951-6568, University of Faisalabad), Ghulam Farid (0000-0003-0693-8414, University of Agriculture Faisalabad) |
| Year | 2024 |
| Volume | 21 |
| Issue | S5 |
| Pages | 1344-1362 |
| Publication date | 2024-02-13 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | MIGRATION LETTERS (JOURNAL) |
| Journal identifiers | ISSN: 1741-8984 • E-ISSN: 1741-8992 |
| Publisher | Dewspublication (PUBLISHER) |
| DOI | 10.59670/ml.v21is5.8159 |
| OpenAlex | W4392201776 |
| Language | EN |
| Citations received | 1 |
Over the last few decades, weighted distributions have received substantial attention from researchers due to their utility across a range of research fields. With an emphasis on the relevance of weighted distributions, a new control chart for a weighted exponentially distributed characteristic using an exponentially weighted moving average (EWMA) has been proposed in this manuscript. The average run length of both in-control and out-of-control processes has been derived. The efficiency of the proposed control chart has been compared with existing chart based on the unweighted exponential distribution in terms of Average Run Length (ARL) and the percentage decrease in ARL (ΔARL) using Monte Carlo Simulations. Furthermore, the proposed control chart has been applied to various real-life applications to highlight its applicability in industrial and manufacturing processes
Chart · Control (management · Control chart · Distribution (mathematics · Economics · Exponential distribution · Exponential function · External quality assessment · Gamma distribution · Operations management · Process engineering · Production (economics · Quality (philosophy · Quality assurance · Reliability engineering · Statistics · Advanced Statistical Process Monitoring · Computer Science · Engineering · Environmental Science · Mathematics · Quality and Management Systems · Quality and Supply Management · Artificial Intelligence
| Citations per year | 0.5 |
|---|---|
| Citation span | 2024 - 2024 (1) |
| Highly cited | No |