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DEVELOPMENT THE PLATFORM FOR RECONSTRUCTION AND EXAMINATION OF EMERGENCY EVENTS OF ROAD ACCIDENTS BASED ON LOGICAL ARTIFICIAL INTELLIGENCE
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Chuvikov Dmitry Alekseevich
Ph.D. (Technical Sciences), FSBEI HE MADI, Research Institute MIVAR, Russia.
72 Oktyabrskaya St., Moscow, 127521, Russia, tel. +7(395) 245-3085, d.chuvikov@list.ru.
Research interests: System analysis, management and information processing.
UDC 004.82+004.891
DOI 10.24412/2413-7383-2024-2-59-77
Language: Russian
Annotation:
The article presents the development retrospective, aspects of scientific novelty and practical significance of the project "The Platform for reconstruction and examination of emergency events of road accidents based on logical artificial intelligence". The platform is the first system to carry out an objective analysis and examination of the fact of traffic violations and analysis of an accident involving an unmanned vehicle or a manned vehicle. The article describes the results of experimental studies using the example of a Toyota Yaris accident when hitting a pedestrian, as well as the future development prospects of the project.
Keywords: expert system, simulation system, combining system, traffic accident, traffic regulations, Mivar-based approach, mivar.
List of literature:
1. Chuvikov, D.A. Models and algorithms for the reconstruction and examination of emergency events of road traffic accidents based on logical artificial intelligence / Chuvikov D.A. M .: INFRA-M, 2020. 305 p. ISBN: 978-5-16-016711-4. DOI: 10.12737/1220729.
2. Mordor Intelligence. Unmanned Ground Vehicle Market Size & Share Analysis - Growth Trends & Forecasts (2024 - 2029) [Electronic resource]. URL: Link to Unmanned Ground Vehicle Market Report (accessed: 06/23/2024).
3. Analysis of three-dimensional modeling technologies and 3D objects creation technology analysis for various intelligent systems / Chuvikov D.A., Kazakova N.A. et al. Automation and control in technical systems. 2014. No. 2 (10). P. 84-97. DOI: 10.12731/2306-1561-2014-2-9. URL: Link to auts.esrae.ru Article
4. 3D modeling and 3D objects creation technology analysis for various intelligent systems / Chuvikov D.A., Kazakova N.A. et al. International Journal of Advanced Studies. 2014. Vol. 4. No. 4. P. 16-22. DOI: 10.12731/2227-930X-2014-4-3. URL: Link to journal-s.org Article
5. Chuvikov, D.A. Application of mivar technologies in intelligent simulation modeling / D.A. Chuvikov, A.O. Peterson / Automation and control in technical systems. 2015. No. 4.1; URL: Link to auts.esrae.ru Article (date of access: 18.08.2022).
6. Varlamov, O.O. Using the mivar approach in solving problems related to simulation modeling / O.O. Varlamov, D.A. Chuvikov. IMMOD-2015: Proceedings of the conf. Moscow: IPU RAS, 2015. Vol. 1. P. 280-284.
7. Chuvikov, D.A. Comparative analysis of tool environments for developing expert systems in various subject areas / D. A. Chuvikov, A. O. Peterson. Industrial ACS and controllers. 2016. No. 8. P. 20-27.
8. Chuvikov, D. A. The role of using the synthesis of simulation and expert modeling systems / Chuvikov D. A. Proceedings of the Congress "IS&IT'16". Vol. 2. 2016. P. 125-128.
9. Chuvikov, D. A. Models and algorithms for the reconstruction and examination of emergency events of road accidents: dis. ... candidate of technical sciences: 05.13.01 / Chuvikov D. A. Moscow, 2017. 318 p.
10. Chuvikov, D. A. Models and algorithms for the reconstruction and examination of emergency events of road accidents: author's abstract. … PhD in Engineering: 05.13.01 / Chuvikov D.A. Moscow, 2017. 24 p.
11. Chuvikov, D.A. Expert system "Accident Analysis". Patent No. 2017660355 dated 09.21.2017 / Chuvikov D.A. Russia, 2017.
12. ICT.Moscow. Platform for reconstruction and examination of accident events based on logical AI [Electronic resource]. URL: Link to ICT.Moscow Project (date of access: 06.25.2024).
13. On the Prospects of Using the Mivar Approach in Traffic Rules Compliance Monitoring Systems / Aladin D.V., Varlamov O.O. et al. Technologies and Components of Intelligent Transport Systems. 2018. pp. 127-140.
14. Aladin, D.V. Principles of Creating a Traffic Rules Compliance Monitoring System Based on Mivar Technologies / Aladin D.V. Student Scientific Spring. 2018. p. 260.
15. Chuvikov, D.A. Models and Algorithms for Reconstruction and Expertise of Emergency Events of Road Traffic Accidents Based on Logical Artificial Intelligence / Chuvikov D.A. Moscow: INFRA-M, 2020. 305 p. ISBN: 978-5-16-016711-4. DOI: 10.12737/1220729.
16. Chuvikov D.A. Universal algorithms for interaction between an expert system and a simulation modeling system / Chuvikov D.A. T-Comm. 2017. No. 4 (11). P. 34-40.
17. Chuvikov, D.A. On the expert system "Accident Analysis" based on the concept of the mivar approach / Chuvikov D.A. Problems of Artificial Intelligence. 2017. No. 2 (5). P. 78-88.
18. Chuvikov D.A. On the methodology for combining an expert system built on the basis of the mivar approach and a simulation modeling system to solve a class of problems of reconstruction and examination of emergency events of road accidents / Chuvikov D.A. Proceedings of the Congress "IS&IT'17". T. 1. 2017. P. 313-321.
19. Chuvikov, D.A. On the methodology of combining a mivar expert system and a simulation modeling system to solve a class of problems of reconstruction and expertise of emergency events of road accidents / Chuvikov D.A. Proceedings of the Congress "IS&IT'18". T. 1. 2018. P. 364-372.
20. Mivar models of reconstruction and expertise of emergency events of road accidents / Chuvikov D.A., Varlamov O.O. et al. IASF-2018. 2019. Vol. 534. 14 p. DOI: 10.1088/1757-899X/534/1/012007.
21. Control of machines and robots: creation of mivar decision-making systems for controlling autonomous tractors and special vehicles of the ministry of emergencies / Aladin D.V., Varlamov O.O. et al. ToPME-2019. 2020. Vol. 747. 6 p. DOI: 10.1088/1757-899X/747/1/012098.
22. On the creation of the intelligent system "Mivar Active Encyclopedia" / Baibarin R.G., Kucherenko M.A. et al. Collection of works of the scientific symposium of mechanical engineers "Fundamental foundations of physics, chemistry and mechanics of science-intensive technological systems for shaping and assembly of products". 2021. P. 219-227.
23. Aladin, D.V. On the architectural features of intelligent planning systems and traffic enforcement systems / D.V. Aladin, D.A. Chuvikov, O.O. Varlamov. Collection of articles "Artificial Intelligence in Automated Control and Data Processing Systems". 2022. Pp. 27-34.
24. Chuvikov, D.A. Mivar representation of the operational thinking of a vehicle driver / D.A. Chuvikov, D.V. Aladin. MIVAR'22. 2022. Pp. 351-356.
25. Aladin, D.V. Mivar systems of intelligent planning and traffic enforcement / D.V. Aladin. D.A. Chuvikov. MIVAR'22. 2022. Pp. 344-350.
26. Varlamov, O.O. Systems analysis and synthesis of data models and methods of information processing in self-organizing complexes of operational diagnostics: diss. … Doctor of Engineering Sciences: 05.13.01 / Varlamov O. O. Moscow, 2003. 307 p.
27. Varlamov, O. O. Evolutionary databases and knowledge for adaptive synthesis of intelligent systems. Mivar information space / Varlamov O. O. Moscow: Radio and communication, 2002. 288 p. ISBN 5-256-01650-4.
28. On the creation of a mivar expert system for automation of the selection of bank loans / Korneeva A. P., Chernenkiy S. V., Shkuratova L. P., Semenov D. V., Aladin D. V., Chuvikov D. A. Proceedings of the Congress "IS&IT'22". V. 2. 2022. P. 272-280.
29. Chuvikov, D.A. On the expert system "Metabolic syndrome. Diagnosis and treatment" for a therapist and endocrinologist / Chuvikov D.A. Proceedings of the Congress "IS&IT'21". 2021. P. 560-567.
30. MES "Metabolic syndrome" for a therapist and endocrinologist / Chuvikov D.A., Adamova L.E., Bulatova I.G., Aladin D.V., Osipov V.G. MIVAR'22. 2022. P. 105-114.
31. The client part of the software package based on the information and analytical system with support for decision-making on the effectiveness and safety of using thermolabile blood components in medical practice. Patent No. 2021680245 dated 08.12.2021 / Aladin D.V., Chuvikov D.A. et al. Russia, 2021.
32. The server part of the software package based on the information and analytical system with support for decision-making on the effectiveness and safety of using thermolabile blood components in medical practice. Patent No. 2022610851 dated 17.01.2022 / Aladin D.V., Chuvikov D.A. et al. Russia, 2022.
33. On the development of the mivar expert system "Metabolic syndrome. diagnosis and treatment" for a therapist and endocrinologist / Chuvikov D.A., Adamova L.E. et al. Collection of works "Fundamental foundations of physics, chemistry and mechanics of science-intensive technological systems for shaping and assembly of products". 2021. P. 395-403.
34. Shadrin S.S. Experimental autonomous road vehicle with logical artificial intelligence / S.S. Shadrin, A.M. Ivanov, O.O. Varlamov. Journal of advanced transportation. 2017. P. 2492765.
35. Varlamov O.O. "Brains" for Robots: Application of the Mivar Expert Systems for Implementation of Autonomous Intelligent Robots / Varlamov O.O. Big Data Research. 2021. Vol.25, 100241.
36. Mivar decision-making systems for robots. Roborazum / Varlamov O.O., Kotsenko A.A. et al. Moscow: Infra-M, 2024. 549 p.
37. Application of a mivar expert system to improve the accuracy of speech recognition for the development of mechanical engineering artificial intelligence / Rumyantsev O.K., Pisarchuk N.A. et al. Collection of papers "Fundamentals of physics, chemistry and mechanics of high-tech systems for shaping and assembling products." 2022. Pp. 300-306.
38. On three possibilities of applying logical artificial intelligence for training and advanced training of specialists for high-tech in mechanical engineering / Adamova L.E., Guzeva T.A. et al. Collection of papers "Modern trends in the development of instrumental systems and metalworking complexes." 2022. Pp. 321-329.
39. 2022: development of mechanical engineering AI for the SPC / Trishchenkov A.V., Osipov V.G. and others. MIVAR’22. 2022. Pp. 433-439.
40. On the development in 2022 of mechanical engineering AI for systems of the full product life cycle / Trishchenkov A.V., Osipov V.G. et al. Information and education: boundaries of communications. 2022. No. 14 (22). Pp. 215-217.
41. On the development of mechanical engineering artificial intelligence for systems of the full product life cycle / Trishchenkov A.V., Osipov V.G. et al. Collection of articles “Artificial Intelligence in Automated Control and Data Processing Systems”. 2022. Pp. 105-112.
42. Mechanical engineering artificial intelligence: development of methods of logical artificial intelligence for systems of the full product life cycle / Trishchenkov A.V., Osipov V.G. and others. Collection of works of DSTU "Mechanical-engineering technological systems" 2022. Pp. 403-409.
43. On the creation of the intelligent system "Mivar active encyclopedia" / Baibarin R.G., Kucherenko M.A. et al. Collection of works "Fundamental foundations of physics, chemistry and mechanics of science-intensive technological systems for shaping and assembling products". 2021. Pp. 219-227.
44. Project "Mivar active encyclopedia" / Baibarin R.G., Kucherenko M.A. et al. MIVAR'22. 2022. Pp. 178-186.
45. A promising scheme for constructing a speech recognition system using a mivar expert system / Rumyantsev O.K., Pisarchuk N.A. et al. Artificial Intelligence: Theoretical Aspects, Practical Application. 2022. Pp. 186-191.
46. On the creation of a mivar expert system to improve the accuracy of speech recognition / Rumyantsev O.K., Pisarchuk N.A. et al. Proceedings of the Congress "IS&IT'22". Vol. 2. 2022. Pp. 24-31.
47. On the advantages and disadvantages of modern large language models for constructing dialogue systems / Chuvikov D.A., Kim R.I. et al. Proceedings of the Congress "IS&IT'23". Vol. 2. 2023. Pp. 40-47.
48. Aladin D.V. Mivar systems for intelligent planning and control over compliance with traffic rules / D.V. Aladin, D.A. Chuvikov. MIVAR’22. 2022. P. 344-350.
Release: 2(33)'2024
Chapter: INFORMATICS, COMPUTER TECHNOLOGY AND CONTROL
How to quote:
Chuvikov D. A. DEVELOPMENT THE PLATFORM FOR RECONSTRUCTION AND EXAMINATION OF EMERGENCY EVENTS OF ROAD ACCIDENTS BASED ON LOGICAL ARTIFICIAL INTELLIGENCE [Text]
/ D. A. Chuvikov
// Problems of artificial intelligence. - 2024. № 2 (33). - P. 59-77. - http://paijournal.guiaidn.ru/ru/2024/2(33)-6.html
