DOI: https://doi.org/10.20535/2521-1943.2020.0.213540

Algorithmization of the combined approach to the synthesis of engineering solutions

Oleksandr Litvin, Sergey Pankov, Iryna Yashchuk

Abstract


This article focuses on solving the problem of designing new, more adapted and universal technical objects associated with the conceptual design of complex structural elements, and require the analysis and assessment of a large number of possible alternatives. To solve this problem, an urgent problem arises of creating new and improving existing methods for finding engineering solutions that will effectively solve the problem of synthesizing technical solutions using modern technologies. The solution to this problem is presented in this article, which proposes a combined approach to the synthesis of engineering solutions, based on the classical method of morphological research (to form a set of alternatives) and neural network technology (to form a rational technical solution). The article presents the developed algorithm for the operation of the block of intelligent decision making, which provides the process of synthesizing engineering solutions of the intellectual component and expands the technical level of the developed functional units, while reducing their design time. The paper presents a developed structural-functional model for the synthesis of engineering solutions, based on the proposed combined approach.

Keywords


synthesis; technical solution; designing; invention; mechanical engineering; optimization; neural network.

References


A.V Andrejchikov et al., Sistemnyj analiz i sintez strategicheskih reshenij v innovatike: Matematicheskie, jevristicheskie i intellektual'nye metody sistemnogo analiza i sinteza innovacij. Moscow, Russia, 2013.

V.M. Odrin Metod morfologicheskogo analiza tehnicheskih sistem, Moscow, Russia, 1989.

N.D. Pankratova et al., "Zastosuvannia metodu morfolohichnoho analizu do zadach tekhnolohichnoho peredbachennia", Naukovi pratsi [Chornomorskoho derzhavnoho universytetu imeni Petra Mohyly]. Ser.: Kompiuterni tekhnolohii, 90, vol. 77, pp. 6-13, 2008.

Y. Kuznetsov et al., "Realizatsiia tanhentsialnoho zatysku v instrumentalno-tekhnolohichnomu osnashchenni iz zastosuvanniam tsanhovykh patroniv". Mechanics and Advanced Technologies, 89(2), 2020.

doi:http://dx.doi.org/10.20535/2521-1943.2020.89.211037

O. Uzunov, "Systemne uiavlennia obiekta v konteksti vyrishennia praktychnykh zavdan", Mechanics and Advanced Technologies, 79(1), pp. 64-70, 2017. doi:http://dx.doi.org/10.20535/2521-1943.2017.79.96910

S. Miladinović et al., "Application of Taguchi method for the selection of optimal parameters of planetary driving gear", Applied Engineering Letters, 2016 pp. 98-104.

Y. Danylchenko et al., "Rozrobka pryntsypiv proektuvannia tekhnolohichnykh system dlia oporiadzhuvalnoi obrobky zubchastykh koles". Mechanics and Advanced Technologies, 85(1), pp. 26-34, 2019. doi:http://dx.doi.org/10.20535/2521-1943.2019.85.154822

D.F. Thompson et al., "Tradeoff analysis in minimum volume design of multi-stage spur gear eduction units". Mechanism and Machine Theory, pp. 609–627, 2000. doi:https://doi.org/10.1016/S0094-114X(99)00036-1

O.V. Litvin et al., "Analiz peredumov zastosuvannia neironnykh merezh pry syntezi konstruktsii v mashynobuduvanni". Naukovi notatky, (64), 2018, pp. 92-98.

S. Haykin, Neural Networks and Learning Machines, Ontario Canada, 2009.

O. Litvin et al.,” Prerequisites for the use of neural networks in the synthesis of structures in mechanical engineering”. Prohresyvna tekhnika, tekhnolohiia ta inzhenerna osvita, pp. 124-128, 2020.

I.R. Yashchuk et al., “Optimizacija processa sinteza novyh tehnicheskih reshenij v mashinostroenii”, in XIX Mezhdunar. nauch.-tehn. konf. studentov, aspirantov i molodyh uchenyh Issledovanija i razrabotki v oblasti mashinostroenija, jenergetiki i upravlenija, Gomel', Apr.,25–26, 2019, pp. 65-68.


GOST Style Citations


[1] A.V Andrejchikov et al., Sistemnyj analiz i sintez strategicheskih reshenij v innovatike: Matematicheskie, jevristicheskie i intellektual'nye metody sistemnogo analiza i sinteza innovacij. Moscow, Russia, 2013.

[2] V.M. Odrin Metod morfologicheskogo analiza tehnicheskih sistem, Moscow, Russia, 1989.

[3] N.D. Pankratova et al., "Zastosuvannia metodu morfolohichnoho analizu do zadach tekhnolohichnoho peredbachennia", Naukovi pratsi [Chornomorskoho derzhavnoho universytetu imeni Petra Mohyly]. Ser.: Kompiuterni tekhnolohii, 90, vol. 77, pp. 6-13, 2008.

[4] Y. Kuznetsov et al., "Realizatsiia tanhentsialnoho zatysku v instrumentalno-tekhnolohichnomu osnashchenni iz zastosuvanniam tsanhovykh patroniv". Mechanics and Advanced Technologies, 89(2), 2020.

doi:http://dx.doi.org/10.20535/2521-1943.2020.89.211037

[5] O. Uzunov, "Systemne uiavlennia obiekta v konteksti vyrishennia praktychnykh zavdan", Mechanics and Advanced Technologies, 79(1), pp. 64-70, 2017. doi:http://dx.doi.org/10.20535/2521-1943.2017.79.96910

[6] S. Miladinović et al., "Application of Taguchi method for the selection of optimal parameters of planetary driving gear", Applied Engineering Letters, 2016 pp. 98-104.

[7] Y. Danylchenko et al., "Rozrobka pryntsypiv proektuvannia tekhnolohichnykh system dlia oporiadzhuvalnoi obrobky zubchastykh koles". Mechanics and Advanced Technologies, 85(1), pp. 26-34, 2019. doi:http://dx.doi.org/10.20535/2521-1943.2019.85.154822

[8] D.F. Thompson et al., "Tradeoff analysis in minimum volume design of multi-stage spur gear eduction units". Mechanism and Machine Theory, pp. 609–627, 2000. doi:https://doi.org/10.1016/S0094-114X(99)00036-1

[9] O.V. Litvin et al., "Analiz peredumov zastosuvannia neironnykh merezh pry syntezi konstruktsii v mashynobuduvanni". Naukovi notatky, (64), 2018, pp. 92-98.

[10] S. Haykin, Neural Networks and Learning Machines, Ontario Canada, 2009.

[11] O. Litvin et al.,” Prerequisites for the use of neural networks in the synthesis of structures in mechanical engineering”. Prohresyvna tekhnika, tekhnolohiia ta inzhenerna osvita, pp. 124-128, 2020.

[12] I.R. Yashchuk et al., “Optimizacija processa sinteza novyh tehnicheskih reshenij v mashinostroenii”, in XIX Mezhdunar. nauch.-tehn. konf. studentov, aspirantov i molodyh uchenyh Issledovanija i razrabotki v oblasti mashinostroenija, jenergetiki i upravlenija, Gomel', Apr.,25–26, 2019, pp. 65-68.





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