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January 30, 2026Journal of Failure Analysis and Prevention

Violation Rules of LME and Control Charts Based on Adapted Nelson Rules: A Real Case Study in the Hazelett Technology on the Role of Impurities on 8-mm Copper Rod Failure

Amin Tayari Garkani Gholam Reza Khayati Saman Nemat Ali Hashemi Ali Manoocheri Hadi Memarzadeh

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Key Points

Copper rod failure is significantly influenced by impurity levels, showing a direct correlation with defects.
An analysis of control charts revealed specific patterns that indicate when failure may occur due to impurities.
Using Nelson rules, violations were identified that suggest areas for enhanced monitoring and intervention.
This work highlights the importance of maintaining strict quality control measures to prevent defects.

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Implication

Observational analysis uncovers the role of impurities in copper rod failure, indicating potential improvements in quality control processes.

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Cite This Study

Garkani et al. (2026) studied this question.

synapsesocial.com/papers/69a75f78c6e9836116a2adeb https://doi.org/10.1007/s11668-025-02363-9

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