Designing a quality-control procedure for commutator manufacturing

  • V. Koblar and B. Filipič, “Designing a quality-control procedure for commutator manufacturing,” in Proceedings of the 16th International Multiconference Information Society (IS 2013), Ljubljana, Slovenia, 2013-10-07/2013-10-11 2013, pp. 55-58.
    [Bibtex]
    @InProceedings{2013-10-KOBLAR,
    author = {Valentin Koblar and Bogdan Filipi\v{c}},
    title = {Designing a quality-control procedure for commutator manufacturing},
    booktitle = {{Proceedings of the 16th International Multiconference Information Society (IS 2013)}},
    date = {2013-10-07/2013-10-11},
    volume = {A},
    pages = {55-58},
    address = {Ljubljana, Slovenia},
    url = {http://copcams.eu/wp-content/papercite-data/pdf/koblar13.pdf},
    abstract = {This paper presents a methodology for designing an automated quality-control procedure in manufacturing graphite commutators for automotive industry. It focuses on assessing the quality of the copper-graphite joints on the commutators, using an advanced approach involving computer vision, machine learning and optimization. Based on the features of the captured images, classification models are built as a basis of the quality-control procedure, and optimized with respect to their accuracy and complexity. The preliminary results indicate that the proposed approach successfully identifies the features important for quality assessment, but needs further improvements to be applicable in industrial production.},
    year = {2013}
    }
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