Synthesis of a neuro-fuzzy system for a conveyor line control using a superscalar approach

A list of problems of the functioning of complex technical systems for the organization of conveyor and multi-conveyor production is reviewed in the article. On the example of an analytical review of a distributed conveyor line, the problems of functioning are expressed, formalized and solved. These...

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Bibliographic Details
Main Authors: Zolkin, A. L., Vereschagina, E. A., Bityutskiy, A. S., Grigoriev, M. G., Kalyakina, V. M.
Format: Conference Proceeding
Language:English
Subjects:
Algorithms
Cargo handling
Conveyor lines
Conveyors
Cybernetics
Dynamic programming
Fuzzy logic
Game theory
Incompatibility
Logistics
Subsystems
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Summary:A list of problems of the functioning of complex technical systems for the organization of conveyor and multi-conveyor production is reviewed in the article. On the example of an analytical review of a distributed conveyor line, the problems of functioning are expressed, formalized and solved. These problems are mediated by the cybernetic principles of incompatibility, dichotomousness and compatibility of the work of control subsystems. Through a crit ical analysis on a specific example of equipment, a linear diagram of the organization of a specific technological process is synthesized, the problem of distribution of goods, their filling is solved. Using the apparatus of fuzzy model ling in conjunction with the reduction to the problem of dynamic programming, the authors make an assumption about the solvability of the problem of continuous tracking of the line of cargo behaviour, taking into account various circumstances on the except ion handling model. An algorithm for identification of an element of warehouse logistics is being developed - the created control scheme is demonstrated, the introduction of a game theory apparatus for expressing activation and threshold functions in multi-conveyor production is considered and substantiated. The practical value of these implementations is expressed.
ISSN:0094-243X
1551-7616
DOI:10.1063/5.0099220