Journal
Scientific and technical journal «Priborostroenie»
UDK004.896
Issue:9 (64)
Download PDF904 Kbyte
APPLICATION OF AN ARTIFICIAL NEURAL NETWORK FOR SOLVING PROBLEMS OF PRODUCTION OPTIMIZATION BASED ON DIGITAL TWINS
Annotation
An approach to solving the problem of operational scheduling of production based on the use of a simulation model controlled by an artificial neural network is proposed. The implemented production simulation model uses the Tecnomatix Plant Simulation software. An example of the proposed approach application for production planning in a typical production system is presented, and the achieved effect is experimentally confirmed for various quality criteria of production plans. The main advantages and disadvantages of the developed approach are revealed, the possibility of implementing the of the approach elements with other types of simulation models is analyzed.
Keywords
Постоянный URL
Articles in current issue
- SYNTHESIS OF BUILT-IN CONTROL CIRCUITS FOR COMBINATIONAL DIGITAL DEVICES BY THE METHOD OF SELF-DUAL COMPLEMENT TO THE BERGER CODE
- METHOD OF INTELLIGENT QUASI-INDIFFERENT DATA AGGREGATION IN HETEROGENEOUS WIRELESS SENSOR NETWORKS
- ALGORITHM FOR SYNTHESIZING VIRTUAL ANTENNA ARRAY APERTURE BY EXTRAPOLATING THE APERTURE FUNCTION BASED ON SEQUENTIAL SIGNAL PROCESSING
- NUMERICAL METHODS OF OPTIMIZATION FOR ROBUST CONTROL OF ROBOTIC AND MECHATRONIC SYSTEMS
- EVALUATING THE EFFECTIVENESS OF REDUNDANCY METHODS FOR LINE MODULAR SOURCES OF SECONDARY POWER SUPPLY
- CHARACTERISTICS OF THE FIELD CAMERA UNIT FOR THE SPECTRUM-UV PROJECT
- DEVICE FOR RAPID PROTOTYPING
- THEORETICAL BASES OF DEVELOPMENT AND RESEARCH OF ELECTRONIC SENSOR OF SMALL-SIZED AIRCRAFT SPEED VECTOR PARAMETERS
- NONLINEAR EXOGENEOUS SYSTEM AND INTERNAL MODELS DESIGN
- ALGORITHM FOR ESTIMATING THE VARIABLE FREQUENCY OF SINUSOIDAL SIGNAL