Voronezh, Voronezh, Russian Federation
employee
Voronezh, Voronezh, Russian Federation
employee
Voronezh, Voronezh, Russian Federation
The urgency of the implementation of the proposed recuperative devices in the designs of modern timber-carrying road trains has been substantiated. The advantages of using the proposed recuperative devices are described. Based on the method of uniform distribution of test points in a multifactorial space and the method of radial neural networks to represent the response surface, multifactorial optimization of the main investigated parameters of the proposed recuperative devices. The optimal values of these parameters have been obtained, which provide the best indicators of their work efficiency.
: radial neural network, timber road train, recuperative devices, efficiency, timber haulage, multifactor optimization
1. Nikonov, V. O. Sovremennoe sostoyanie, problemy i puti povysheniya effektivnosti lesovoznogo avtomobil'nogo transporta / V. O. Nikonov ; M-vo obrazovaniya i nauki RF, FGBOU VO «VGLTU». - Voronezh, 2021. - 202 s.
2. Imitacionnoe modelirovanie rekuperativnogo pruzhinno-gidravlicheskogo sedel'no-scepnogo ustroystva lesovoznogo tyagacha s polupricepom / V. I. Posmet'ev, V. O. Nikonov, V. V. Posmet'ev, A. V. Avdyuhin // Lesotehnicheskiy zhurnal. - 2020. - T. 10. - № 4 (40). - S. 227-242.
3. Imitacionnaya model' ocenki effektivnosti lesovoznogo avtopoezda, osnaschennogo rekuperativnym pnevmogidravlicheskim tyagovo-scepnym ustroystvom / V. I. Posmet'ev, V. O. Nikonov, V. V. Posmet'ev, I. V. Siz'min // Lesotehnicheskiy zhurnal. - 2020. - T. 10. - № 4 (40). - S. 181-196.
4. Gorban', A. N. Neyronnye seti na personal'nom komp'yutere / A. N. Gorban', D. A. Rossiev. - Novosibirsk : Nauka, 1996. - 278 s.
5. Eremin, D. M. Iskusstvennye neyronnye seti v intellektual'nyh sistemah upravleniya / D. M. Eremin, I. B. Garceev. - M. : MIREA, 2004. - 75 s.
6. Kruglov, V. V. Iskusstvennye neyronnye seti : Teoriya i praktika / V. V. Kruglov, V. V. Borisov. - M. : Goryachaya liniya - Telekom, 2001. - 382 s.
7. Grebennikova, I. V. Metody matematicheskoy obrabotki eksperimental'nyh dannyh : ucheb.-metod. posobie / I. V. Grebennikova. - Ekaterinburg : Izd-vo Ural. un-ta, 2015. - 124 s.
8. Planirovanie i obrabotka rezul'tatov eksperimenta : ucheb. / S. V. Bochkarev, T. V. Vasil'eva, A. L. Galinovskiy, D. A. Dadenkov, V. I. Kolpakov, A. M. Kostygov. - Staryy Oskol : TNT, 2020. - 508 s.
9. Morgunov, A. P. Planirovanie i analiz rezul'tatov eksperimenta : ucheb. posobie / A. P. Morgunov, I. V. Revina. - Omsk : Izdatel'stvo OmGTU, 2014. - 347 s.
10. Degtyarev, Yu. I. Metody optimizacii : ucheb. posobie dlya vuzov / Yu. I. Degtyarev. - M. : Sov. radio, 1980. - 272 s.
