Научный журнал Моделирование, оптимизация и информационные технологииThe scientific journal Modeling, Optimization and Information Technology
cетевое издание
issn 2310-6018

ARCHITECTURE OF INTELLIGENT SYSTEM OF ORGANIZATION OF ARCTIC MARITIME CARGO TRANSPORTATION

Sobolevskaya E.Y.   Glushkov sergey vitalievich G.G.   Levchenko N.G.  

UDC 004.8:656.614(3) (985)
DOI:

  • Abstract
  • List of references
  • About authors

The analysis of the software intended for management of sea freight transportation processes is has been carried out. A number of shortcomings have been identified in the existing software used to organize work in specific navigation areas, such as the Northern Sea Route: lack of decision support systems, lack of analysis to calculate time and cost of cargo delivery. The architecture of an intelligent system for the organization of sea freight traffic has been developed, taking into account the difficult conditions of navigation in the Arctic. The architectures of two modules have been developed: calculation of the cost sea cargo transportation; calculation and analysis of a safe and faster route depending on the month (time of year). The process of simulation modeling is based on the methods of artificial intelligence - the neural network, expert systems, the mathematical tool of fuzzy logic. The architecture of the intellectual system of organization of sea freight traffic with a successful implementation will allow: to provide the senior management of the shipping company with a predictable analytics; to support decision-making; to monitor the process of cargo transportation in real time; to carry out schemes for calculating the effective use of icebreakers; to calculate the best possible way of delivery; to provide on-demand online forecast for transportation at a certain point in time, minimize the cost of shipping, delay in transit, risks to cargo safety.

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Sobolevskaya Evgenia Yurievna

Email: study_z@list.ru

Vladivostok State University of Economics and Service

Vladivostok, Russian Federation

Glushkov sergey vitalievich Glushkov sergey vitalievich Glushkov sergey vitalievich
Doctor of Technical Sciences Professor

Maritime State University. adm. GI Nevelskogo

Vladivostok, Russian Federation

Levchenko Natalya Georgievna
Candidate of Technical Sciences
Email: Levchenko@msun.ru

Maritime State University. adm. GI Nevelskogo

Vladivostok, Russian Federation

Keywords: sea cargo transportation, northern sea route, arctic, intellectual systems, simulation modeling

For citation: Sobolevskaya E.Y. Glushkov sergey vitalievich G.G. Levchenko N.G. ARCHITECTURE OF INTELLIGENT SYSTEM OF ORGANIZATION OF ARCTIC MARITIME CARGO TRANSPORTATION. Modeling, Optimization and Information Technology. 2017;5(4). Available from: https://moit.vivt.ru/wp-content/uploads/2017/10/Sobolevskaya_4_1_17.pdf DOI: (In Russ).

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