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• W2163423184 abstract "A better control of extrusion processes offers clear advantages in the manufacturing of rubber profiles for the automotive industry. This work reports our experience in developing a support system aimed to ease the work of the extruder machinist while improving the quality of the profiles obtained. In order to build the system, an approach based on facts was adopted, following ISO 9000 standard quality principles. The data warehouse service available provided a wealth of information on the conditions of the running processes. The collected data, after being analysed with the appropriate data-mining techniques, allowed us to gain a better understanding of the process and to identify the main causes of variance. In particular, principal components analysis, Sammon projection and several classification techniques were applied for exploratory purposes. Different behaviours could be described for the extrusion process, allowing for the definition of a control strategy and, eventually, the development of a manu..." @default.
• W2163423184 created "2016-06-24" @default.
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• W2163423184 date "2009-04-14" @default.
• W2163423184 modified "2023-10-03" @default.
• W2163423184 title "A data-driven manufacturing support system for rubber extrusion lines" @default.
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• W2163423184 doi "https://doi.org/10.1080/00207540902798780" @default.
• W2163423184 hasPublicationYear "2009" @default.
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