Application of regression analysis software for risks assessment in life safety systems
| dc.contributor.author | Yarovy, R. S. | en |
| dc.date.accessioned | 2026-09-03T10:27:26Z | |
| dc.date.available | 2026-09-03T10:27:26Z | |
| dc.date.issued | 2026 | |
| dc.description.abstract | The current problem of quantitative risk assessment in the life safety system using software tools for regression analysis is considered. The features of applying the least squares method and pairwise regression dependence to determine the influence of individual factors on occupational safety indicators are analysed. The capabilities of the "RegAnaliz" software package for automating calculations and building regression models in risk assessment tasks are identified. Specific examples of establishing regression dependencies between technical system parameters and safety indicators are considered. Prospects for implementing digital data analysis tools in occupational safety and life safety management practice are outlined. | en |
| dc.identifier.citation | Yarovy R. S. Application of regression analysis software for risks assessment in life safety systems // Матеріали Міжнародної науково-практичної інтернет-конференції «Молодь в науці: дослідження, проблеми, перспективи (МН-2026)», м. Вінниця, 22-26 червня 2026 р. Електрон. текст. дані. 2026. URI: https://conferences.vntu.edu.ua/index.php/mn/mn2026/paper/view/30063. | uk |
| dc.identifier.udc | 004.42:519.237:614.8 | |
| dc.identifier.uri | https://ir.lib.vntu.edu.ua/handle/123456789/52756 | |
| dc.language.iso | en_US | en_US |
| dc.publisher | Вінницький національний технічний університет | uk |
| dc.relation.ispartof | Матеріали Міжнародної науково-практичної інтернет-конференції «Молодь в науці: дослідження, проблеми, перспективи (МН-2026)», м. Вінниця, 22-26 червня 2026 р. | uk |
| dc.relation.references | Bereziuk O. V., Savulyak V. I., Kharzhevskyi V. O., Ivanov S. Cv., Yavorskyi V. Ye. Analytical study of a hydraulic drive model for a municipal waste container overturning mechanism in a garbage truck considering the wear of friction pairs. Problems of Tribology. 2025. No. 30(3/117). P. 30-40. | en |
| dc.relation.references | Puhach V., Dembitska S., Kobylianskyi O., Kobylianska I., Moskovchuk O. Development of Students Support Strategies in Digital Educational Environment by Means of Artificial Intelligence. In: Auer M. E., Rtmann T. (eds) Futureproofing Engineering Education for Global Responsibility. ICL 2024. Lecture Notes in Networks and Systems, vol 1260. Springer, Cham. https://doi.org/10.1007/978-3-031-85652-5_22 | en |
| dc.relation.references | Meng X., Sun Q., Liu M. et al. Design and experiment of automatic grasping manipulator for side-mounted garbage truck. Scientific Reports. 2025. No. 15. Art. 11677. | en |
| dc.relation.references | Polishchuk L., Piontkevych O., Burdeinyi M., Trehubov V. Justification for choosing the type of belt conveyor drive. Journal of Mechanical Engineering and Transport. 2024. No. 1(10). P. 115-122. | en |
| dc.relation.references | Wjcik W. et al. Mechatronic Systems 1: Applications in Transport, Logistics, Diagnostics and Control. London, New York: Taylor & Francis Group, 2021. 306 p. | en |
| dc.relation.uri | https://conferences.vntu.edu.ua/index.php/mn/mn2026/paper/view/30063 | |
| dc.subject | life safety | en |
| dc.subject | regression analysis | en |
| dc.subject | risk assessment | en |
| dc.subject | software tools | en |
| dc.subject | least squares method | en |
| dc.subject | occupationalsafety management | en |
| dc.subject | digitalization | en |
| dc.subject | mathematical modelling | en |
| dc.title | Application of regression analysis software for risks assessment in life safety systems | en |
| dc.type | Thesis |
Файли
Контейнер файлів
1 - 1 з 1
Вантажиться...
- Назва:
- 30063.pdf
- Розмір:
- 453,25 KB
- Формат:
- Adobe Portable Document Format
Ліцензійна угода
1 - 1 з 1