Open AccessСase-systems for development of multiagent system (MAS) in the system of diagnostics and maintenance of vehicles
Author(s) -
Viacheslav Pavlenko,
Volodymyr Manuylov,
Volodymyr Kuzhel
Publication year - 2021
Publication title -
vìsnik mašinobuduvannâ ta transportu
Language(s) - English
Resource type - Journals
eISSN - 2415-3486
pISSN - 2413-4503
DOI - 10.31649/2413-4503-2021-13-1-87-93
Subject(s) - computer science , software , telematics , service (business) , multi agent system , software engineering , software development , work (physics) , code (set theory) , software system , systems engineering , risk analysis (engineering) , engineering , artificial intelligence , set (abstract data type) , telecommunications , operating system , mechanical engineering , medicine , economy , economics , programming language
The article provides a comparative analysis of existing software products and libraries that allow the design of multi-agent systems for diagnostics and maintenance systems for modern cars. The authors substantiate two main shortcomings inherent in all products - analogues: the need for high qualification of the user as a software code developer, and low performance of intelligent methods in the structure of agents, which worsens their performance. Both manufacturers and car owners are objectively interested in the widespread use of telematics systems for monitoring the technical condition of cars. Predictive diagnostics gives them access to a huge amount of information about all the nuances of car operation, wherever they are, during the entire service life. The application of this approach using a multi-agent system (MAS) will allow taking the next step in this direction. Information from the connected vehicles goes to the main server. Systematization and analysis of data make it possible to establish the causes of malfunctions, identify patterns of their occurrence and make further predictions. Purpose of the work: to perform a comparative analysis of existing software products and libraries that allow the design of multi-agent systems. The topic of the work is disclosed on the example of the analysis of software tools for the development and design of MAS at the present stage. There are a number of systems and libraries on the market designed for the development of multi-agent systems. These Case - systems are suitable for the development of multi-agent systems of any direction, that is, they are universal from this point of view. Therefore, for us it is a universal application tool for the automotive industry. Ultimately, the work performed a comparative analysis of existing software products and libraries that allow the design of multi-agent systems. The analysis revealed two main drawbacks inherent in all products - analogs: the need for high user qualifications as a developer of software code, and low indicators of the possibilities of introducing intelligent methods into the structure of agents, worsens the indicators of their work.