Scholarly record
DEVELOPMENT OF ALGORITHMIC AND MATHEMATICAL SUPPORT OF ADAPTIVE TRAINING COMPLEXES
Abstract
Adaptability of training complexes, i.e. the possibility of their optimization for the psychophysical characteristics of the student, is a promising direction in the design of such systems. Design, optimization and implementation of adaptive training complexes (ATC) is impossible without the development of mathematical and algorithmic support, allowing to represent the entire sequence of stages of creation of the training complex. Due to the modular principle of building a system and decomposition of the original problem it allows to reduce the time of design and implementation of ATC. The article presents algorithmic and mathematical support of ATC with technology of virtual reality. It was designed for train personnel how to act in emergency situations in the plant for the manufacturing of organic dyes. The formalization of the main objects of the technical system of the plant was performed. The model of the plant operator was described. A brief structural model of ATC that reflect the relationship between software and hardware was built. The considered algorithm of structural-parametric synthesis describes the main stages of ATC, reduces the time for the design and development of ATC, eliminate architectural errors. The software is developed using the Unity3D development environment. The obtained scientific results are used to create a mathematical model of ATC that take into account economic, structural and adaptive optimization criteria.
Publication Impact Profile
Publication details
References9
Krasnyanskiy M.N., Karpushkin S.V., Dedov D.L. Systematic approach to the design of automated information system for teaching students and training operators of chemical-technological systems / Vestnik of Tambov State Technical University. - Tambov, 2009. - Vol. 15, №. 4. - PP. 926 - 935. .
Varela J. M., Soares C. G. Interactive 3D desktop ship simulator for testing and training offloading manoeuvres //Applied Ocean Research. – 2015. – Vol. 51. – PP. 367-380.
Wolff R., Preusche C., Gerndt A. A modular architecture for an interactive real-time simulation and training environment for satellite on-orbit servicing //Journal of Simulation. – 2014. – Vol. 8. – №. 1. – PP. 50-63.
Zannatha J. M. I. et al. Development of a system based on 3D vision, interactive virtual environments, ergonometric signals and a humanoid for stroke rehabilitation //Computer methods and programs in biomedicine. – 2013. – Vol. 112. – №. 2. – PP. 239-249.
Zahiri M. et al. Design and Evaluation of a Portable Laparoscopic Training System Using Virtual Reality //Journal of Medical Devices. – 2017. – Vol. 11. – №. 1. – PP. 1-6
Singhose W., Kivila A., Seering W. Development of an Interactive Textbook for Command-Shaping Control Methods //Hawaii Education & STEM Conference. – 2014. – PP. 1-6.
Bhagat K. K., Liou W. K., Chang C. Y. A cost-effective interactive 3D virtual reality system applied to military live firing training //Virtual Reality. – 2016. – Т. 20. – №. 2. – С. 127-140.
Potkonjak V. et al. Virtual laboratories for education in science, technology, and engineering: A review //Computers & Education. – 2016. – Vol. 95. – PP. 309-327.
Tayama Y., Kato R., Okada K. Triage training system: adjusting the difficulty level according to user proficiency //Proceedings of the 14th International Conference on Mobile and Ubiquitous Multimedia. – ACM, 2015. – PP. 139-147.
Citing literature
Number of times cited according to Crossref: 1
View or Download full articleAccess options
SWS access login
Login as SWS Scientific CommitteeLogin as SWS Scientific PartnerLogin as SWS AuthorAuthors and approved SWS contributors will read and export their own linked papers after identity matching by SWS profile, email and SGEM GlobalID.
For librarian assistance: [email protected]
Purchase Instant Access
- Article can be downloaded after successful payment.
- Article may be used according to SWS library access terms.
- Article cannot be redistributed.
