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http://yadda.icm.edu.pl:80/baztech/element/bwmeta1.element.baztech-ebb41ef9-a44f-482d-baf2-173e8f216d7f

Czasopismo

International Journal of Occupational Safety and Ergonomics

Tytuł artykułu

Examining the Effectiveness of Anti-Vibration Gloves With a Neural Network

Autorzy Kowalski, P. 
Treść / Zawartość
Warianty tytułu
Języki publikacji EN
Abstrakty
EN Whether anti-vibration gloves are effective in protecting against vibrations depends not only on the materials they are made of, but also on the parameters of the source of vibration. Depending on those parameters, the effectiveness of the same means of protection may be radically different. This article presents a methodology of using a neural network to test anti-vibration gloves. A network can map gloves in various conditions, i.e., for vibrations of various amplitudes and spectra, and for various forces exerted by the worker on a tool. Real, measured vibration signals produced by different tools were used in training a neural network. The results presented in this article prove that real properties of gloves are accurately represented by their models developed as a result of training a neural network.
Słowa kluczowe
EN vibration   anti-vibration gloves   neural network   effectiveness  
Wydawca Taylor & Francis
Czasopismo International Journal of Occupational Safety and Ergonomics
Rocznik 2011
Tom Vol. 17, No. 3
Strony 241--247
Opis fizyczny Bibliogr. 7 poz., rys., wykr.
Twórcy
autor Kowalski, P.
  • Central Institute for Labour Protection – National Research Institute (CIOP-PIB), Poland, pikow@ciop.pl
Bibliografia
1.Korbicz J, Obuchowicz A, Uciński D. Sztuczne sieci neuronowe—podstawy i zastosowania [Artificial neural networks—the principles and applications]. Warszawa, Poland: Akademicka Oficyna Wydawnicza PLJ; 1994.
2.Ng GW. Application of neural networks to adaptive control of nonlinear systems. Taunton, Somerset, UK: Research Studies Press; 1997.
3.Osowski S. Sieci neuronowe [Neural networks]. Warszawa, Poland: Oficyna Wydawnicza Politechniki Warszawskiej; 1996.
4.Patterson DW. Artificial neural networks—theory and applications. Upper Saddle River, NJ, USA: Prentice Hall; 1998.
5.Regulation of the Minister of Economy and Labour of August 5, 2005, on occupational safety and health in occupational exposure to noise and mechanical vibrations. Dz U. 2005;(157):1318. In Polish.
6.Tadeusiewicz R. Sieci neuronowe [Neural networks]. Warszawa, Poland: Akademicka Oficyna Wydawnicza PLJ; 1993.
7.Tadeusiewicz R. Elementarne wprowadzenie do techniki sieci neuronowych z przykładowymi programami [Elementary introduction to the technology of neural networks with sample programs]. Warszawa, Poland: Akademicka Oficyna Wydawnicza PLJ; 1998.
Kolekcja BazTech
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