An Intelligent System of Semi-Automatic Design of Cylindrical Gear Reducers with a Choice of Best Solutions
Authors: Eugenev G.B. | Published: 13.04.2020 |
Published in issue: #4(721)/2020 | |
Category: Mechanical Engineering and Machine Science | Chapter: Machine Science | |
Keywords: artificial intelligence, multiagent systems, semi-automatic CAD, software tools |
The complexity and cost of design, as well as the quality of its results, are determined by the volume and depth of engineering knowledge embedded in a computer. The intellectual technology of computerization of engineering activity enables specialists who does not possess deep knowledge of computer science to create specialized workstations for themselves and their colleagues. At the same time, the engineering activity undergoes qualitative changes: the specialist enters technical specifications into a computer and oversees the project generation process, making fundamental creative decisions by selecting one of the options offered by the computer. Such systems with good reason can be attributed to a fundamentally new category of semi-automatic design systems. This paper examines the technology of creating semi-automatic systems for designing cylindrical gear reducers with an option of searching for the best solutions using genetic algorithms. The relevance of this topic is related to the fact that creation of intelligent systems for product design is an important direction in improving the engineering development of machine-building production. Such systems can increase the productivity and quality of designers’ work due to the semi-automatic generation of 3D models of products in typical variant design.
References
[1] Müller J.P., Ketter W., Kaminka G., Wagner G., Bulling N. Multiagent System Technologies. 13th German Conference, 28–30 September 2015, Cottbus, Germany, 2015, no. 158739, doi: 10.1007/978-3-319-27343-3
[2] Braubach L., Pokar A., Kalinowski J., Jander K. Tailoring Agent Platforms with Software Product Lines. Multiagent System Technologies. 13th German Conference, 28–30 September 2015, Cottbus, Germany, 2015, pp. 3–21, doi: 10.1007/978-3-319-27343-3_1
[3] Hrabia C.-E., Masuch N., Albayrak S. A Metrics Framework for Quantifying Autonomy in Complex Systems. Multiagent System Technologies. 13th German Conference, 28–30 September 2015, Cottbus, Germany, 2015, pp. 22–41, doi: 10.1007/978-3-319-27343-3_2
[4] Diaconescu I.M., Wagner G. Modeling and Simulation of Web-of-Things Systems as Multi-Agent Systems. Multiagent System Technologies. 13th German Conference, 28–30 September 2015, Cottbus, Germany, 2015, pp. 137–153, doi: 10.1007/978-3-319-27343-3_8
[5] Bender J., Kehl S., Muller J.P. A Comparison of Agent-Based Coordination Architecture Variants for Automotive Product Change Management. Multiagent System Technologies. 13th German Conference, 28–30 September 2015, Cottbus, Germany, 2015, pp. 249–267, doi: 10.1007/978-3-319-27343-3_14
[6] Evgenev G.B. Intellektual’nyye sistemy proyektirovaniya []. Moscow, Bauman Press, 2012. 420 p.
[7] Osnovy avtomatizatsii tekhnologicheskikh protsessov i proizvodstv. T. 1: Informatsionnye modeli. T. 2: Metody proektirovaniia i upravleniia [Fundamentals of automation of technological processes and productions. Vol. 1: Information models. Vol. 2: Methods of design and management]. Ed. Evgenev G.B. Moscow, Bauman Press, 2015. 441 p., 479 p.
[8] Tarasov V.B. Ot mnogoagentnykh sistem k intellektual’nym organizatsiyam: filosofiya, psikhologiya, informatika [From multi-agent systems to intelligent organizations: philosophy, psychology, computer science]. Moscow, Editorial URSS publ., 2002. 352 p.
[9] SPRUT Tekhnologiya [SPRUT Technology]. Available at: https://sprut.ru/ (accessed 15 August 2019).
[10] Evgenev G.B., Kokorev A.A., Pirimyashkin M.V. Intelligent systems for semi-automatic design and rapid prototyping of engineering products. Evraziyskiy Soyuz Uchenykh, Tekhnicheskiye nauki, 2015, no. 9(18), pp. 19–25 (in Russ.).
[11] Evgenev G.B., Kokorev A.A., Pirimyashkin M.V. Method for creating geometric knowledge bases. Engineering Bulletin, 2016, no. 1, pp. 1201–1218 (in Russ.). Available at: http://ainjournal.ru/doc/832611.html (accessed 15 September 2019).
[12] Evgenev G.B., Kokorev A.A., Pirimyashkin M.V. Development of an intelligent system for three-dimensional design of parts. Part 2. . Engineering Bulletin, 2016, no. 2, pp. 520–534. Available at: http://ainjournal.ru/doc/834324.html (accessed 15 September 2019).
[13] Evgenev G.B. Semi-automatic systems of typical variant design. Aktual’nyye problemy tekhnicheskikh nauk v Rossii i za rubezhom. Sb. nauch. tr. po itogam mezhdunarodnoy nauchno-prakticheskoy konferentsii [Actual problems of technical sciences in Russia and abroad. Collection of scientific papers following the results of the international scientific-practical conference]. Novosibirsk, 2016, iss. 3, pp. 9–14.