Please use this identifier to cite or link to this item: https://rda.sliit.lk/handle/123456789/2917
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dc.contributor.authorDias, S-
dc.contributor.authorSandaruwan, K. G. D-
dc.contributor.authorJayasekara, S-
dc.date.accessioned2022-08-23T09:03:20Z-
dc.date.available2022-08-23T09:03:20Z-
dc.date.issued2021-11-22-
dc.identifier.citationS. Dias, K. G. D. Sandaruwan and S. Jayasekara, "An Automated System for Estimating GSM Value of Fabrics using Beta Particle Absorption Characteristics," 2021 IEEE Industrial Electronics and Applications Conference (IEACon), 2021, pp. 25-30, doi: 10.1109/IEACon51066.2021.9654740.en_US
dc.identifier.isbn978-1-7281-9253-6-
dc.identifier.urihttp://rda.sliit.lk/handle/123456789/2917-
dc.description.abstractGrams per square meter (GSM) or Grammage is an ISO-recommended term to express the mass per unit area of papers, metal sheets, plastic-made products, and fabric materials. GSM tests are widely used in the textile industry to measure GSM of knitted fabrics, and to ensure quality and other standard fabrics' specifications. Meanwhile, most textile organizations prefer the manual GSM measuring procedure, which leads to many disadvantages, including fabric wastage. An automated non-contact type fabric Grammage measuring method is proposed as an alternative solution for this industrial issue. This paper introduces mathematical models for determining GSM values based on beta particle absorption characteristics of three selected fabrics. Moreover, this study discusses a real-time GSM measuring system, which utilizes the generated mathematical models. Through this paper, developed mathematical models are investigated over the goodness of fit parameters. Developed models are appropriate for GSM value estimation with R2 values over 0.99, and lower Root Mean Square Error (RMSE) Values. Error percentages obtained during the validation of these mathematical models are less than 1% for all fabric types.en_US
dc.language.isoenen_US
dc.publisherIEEEen_US
dc.relation.ispartofseries2021 IEEE Industrial Electronics and Applications Conference (IEACon);-
dc.subjectAutomated Systemen_US
dc.subjectEstimating GSMen_US
dc.subjectBeta Particleen_US
dc.subjectAbsorptionen_US
dc.subjectCharacteristicsen_US
dc.subjectFabricsen_US
dc.titleAn Automated System for Estimating GSM Value of Fabrics using Beta Particle Absorption Characteristicsen_US
dc.typeArticleen_US
dc.identifier.doi10.1109/IEACon51066.2021.9654740en_US
Appears in Collections:Department of Mechanical Engineering-Scopes
Research Papers
Research Papers - Department of Mechanical Engineering
Research Papers - SLIIT Staff Publications

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