TECHNOLOGICAL BASIS OF “INDUSTRY 4.0”
Features of solving identification problems in transport technologies
- 1 Cherkasy State Technological University, Cherkasy, Ukraine
Abstract
The peculiarities of carrying out the basic methods of solving the problems of identification, which have become widespread in transport technologies, are considered. Three approaches were tested: a deterministic approach based on the method of selected points, a statistical approach that includes the least-squares method, and – an inductive approach – a method of group accounting of arguments. A number of experiments have been conducted, which is based on structural optimization of the model. In the process of analysis of the obtained models, a rational model of setting and solving identification problems in transport technologies of optimal complexity was obtained. This systematic flow diagram can be successfully applied to solve complex analytical tasks.
Keywords
References
- S. Matthew, Using computers in the law office (Clayton State University, Clayton, USA, 2015).
- F. Necati Catbas, A.E. Aktan, Tracy Lynn Kijewski-Correa, Structural Identification of Constructed Systems: Approaches, Methods, and Technologies (American Society of Civil Engineers, San-Francisco, USA, 2013).
- Zh.Yafei, L.K.Keung, Sh.Wang, Forecasting air travel demand (Routledge, New-York, USA, 2018).
- Spyros G. Tzafestas, Systems, Cybernetics, Control and Automation (River Publishers, Gistrup, Denmark, 2017).
- P. Aileen, B. Niamh, Principles and practice of group accounts (Thomson, London, UK, 2003).
- A.G. Ivakhnenko, V.G. Lapa, Cybernetics and forecasting techniques (American Elsevier Pub. Co., Wisconsin, USA, 1967).
- P. Melin, O. Castillo, Modelling, simulation and control of non-linear dynamical systems (Taylor & Francis, London, UK, 2002).
- T. Turpin, V.V. Krishna, Science, Technology Policy and the Diffusion of Knowledge (Edward Elgar Publishing, Cheltenham, UK, 2007).
- A. Tymchenko, E. Kryganivskii, V. Melnik, M. Pidgornii, Bulletin of ChSTU, 3 (2014) (in Ukrainian).
- K. Stoilova, T. Stoilov, V. Ivanov, Cybernetics and Information Technologies, 2, 17 (2017), doi:10.1515/cait–2017–0019.
- I. Garvanov, C. Kabakchiev, B. Shishkov, and M. Garvanova, in: Seventh International Conference on Telecommunications and Remote Sensing “ICTRS 2018” (Barcelona, 2018), pp. 95- 98, doi: 10.1145/3278161.3278175.
- M. Garvanova, I. Garvanov, S. Vladimirov, Industry 4.0, 4, 6 (2019).
- A.A. Tymchenko, M.V. Pidgornyj, G.O. Zaspa, V.V. Boiko, Bulletin of ChSTU, 3 (2009).