Zobrazeno 1 - 5
of 5
pro vyhledávání: '"A.Yu. Babin"'
Publikováno v:
Fundamental and Applied Problems of Engineering and Technology. :119-130
This paper discusses the possibility of using intelligent systems based on reinforcement learning and deep neural networks to control the lubrication system of a mechatronic fluid friction bearing. The training of the agent of the control system was
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1a5e68486722107364083decaa03896c
https://doi.org/10.33979/2073-7408-2021-345-1-119-130
https://doi.org/10.33979/2073-7408-2021-345-1-119-130
Publikováno v:
Fundamental and Applied Problems of Engineering and Technology. 5:91-97
The paper considers the use of lubricants with different temperatures and multi-zone supply of liquid for lubrication. The best lubrication combinations were identified, and graphical images of sensors were presented for better analysis. A simulation
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::934d5a84aaa979ea48302e5ba1ec40a2
https://doi.org/10.33979/2073-7408-2020-343-5-91-97
https://doi.org/10.33979/2073-7408-2020-343-5-91-97
Publikováno v:
Fundamental and Applied Problems of Engineering and Technology. 6:77-85
One of the most important characteristics taken into account when designing machines is their efficiency. Active fluid-film bearings are able to influence tribological processes and reduce frictional energy, which increases the efficiency of the mach
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0b126fadd4ca424f674592c6a002b018
https://doi.org/10.33979/2073-7408-2020-344-6-77-85
https://doi.org/10.33979/2073-7408-2020-344-6-77-85
Autor:
N.N. Makhova, A.Yu. Babin
Publikováno v:
Fundamental and Applied Problems of Engineering and Technology. 6:94-100
The article proposes a method for controlling an active fluid-film bearing, based on the use of a classical PID controller in conjunction with an artificial neural network. The regulator coefficients are not constant numbers, but are chosen by the ne
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a9b98c5ce1b7ba715e585f87bc70b1f6
https://doi.org/10.33979/2073-7408-2020-344-6-94-100
https://doi.org/10.33979/2073-7408-2020-344-6-94-100
Publikováno v:
Proceedings of the International Conference "Actual Issues of Mechanical Engineering" 2017 (AIME 2017).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3413d4d85383e8b9ae4da47ef548e93c
https://doi.org/10.2991/aime-17.2017.37
https://doi.org/10.2991/aime-17.2017.37