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A Multi-attribute Control Chart for Monitoring Friction Stir Welding Process Considering Small Sample Sizes
ESMERALDA RAMIREZ MENDEZ
MARIO CANTU SIFUENTES
David Salvador González González
ARGELIA FABIOLA MIRANDA PEREZ
ROLANDO JAVIER PRAGA ALEJO
Acceso Abierto
Atribución-NoComercial-SinDerivadas
Attribute control chart
Often, welding processes used in the industry affect the mechanical properties of materials and quality of a manufactured product. There is, however, an alternative process named Friction Stir Welding (FSW), which is an solid state welding process developed to weld light alloys without compromising their mechanical properties. It is of interest to monitor the performance of FSW process to detect loss of quality. In practice, superficial and internal defects can be found; they can be identified through simple visual inspection and through visual recognition on destructive testing respectively, both procedures represent inspection by attributes. Therefore a multi-attribute control chart is assessed to monitor the process. Commonly, multi-attribute control charts involve high sampling rates to ensure accurate monitoring. In this paper, a multi-attribute control chart is proposed, considering the use of empirical control limits, instead of the theoretical ones, in order to improve its accuracy and lessen the small sample sizes effect. The performance of proposed approaches is analyzed by means of Monte Carlo simulation. The results suggest that the performance of the empirical designs is better than the theoretical ones in all tested cases. Finally, the results of monitoring FSW process data are detailed.
31-12-2018
Artículo
Inglés
Estudiantes
Investigadores
Esmeralda Ramírez-Méndez, Mario Cantu-Sifuentes, David Salvador González-González, Argelia Fabiola Miranda-Pérez, Rolando Javier Praga-Alejo. A Multi-attribute Control Chart for Monitoring Friction Stir Welding Process Considering Small Sample Sizes. Soldagem & Inspeção. 2018;23(4):474-484 https://doi.org/10.1590/0104-9224/SI2304.03. ISSN 1980-6973 (Online)
TECNOLOGÍA INDUSTRIAL
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publishedVersion - Versión publicada
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soldagem-Ramirez-Mendez et al (2018).pdfEsmeralda Ramírez-Méndez, Mario Cantu-Sifuentes, David Salvador González-González, Argelia Fabiola Miranda-Pérez, Rolando Javier Praga-Alejo. A Multi-attribute Control Chart for Monitoring Friction Stir Welding Process Considering Small Sample Sizes. Soldagem & Inspeção. 2018;23(4):474-484 https://doi.org/10.1590/0104-9224/SI2304.03. ISSN 1980-6973 (Online)1.36 MBAdobe PDFVisualizar/Abrir