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Warianty tytułu
Języki publikacji
Abstrakty
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
Wydawca
Rocznik
Tom
Strony
241--247
Opis fizyczny
Bibliogr. 7 poz., rys., wykr.
Twórcy
autor
- Central Institute for Labour Protection – National Research Institute (CIOP-PIB), Poland
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.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-ebb41ef9-a44f-482d-baf2-173e8f216d7f