DESIGN OF AN APPLICATION FOR AN EXPERIMENTAL IDENTIFICATION OF A SYSTEM IN MATLAB/SIMULINK ENVIRONMENT
This paper focuses on creating an application in the MATLAB/Simulink environment for experimental identification of a system. It theoretically characterizes the experimental identification of a system and the choice and classification of identification methods. It also describes chosen methods of...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Sciendo
2018-02-01
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| Series: | Acta Electrotechnica et Informatica |
| Subjects: | |
| Online Access: | http://www.aei.tuke.sk/papers/2018/2/08_Nyulaszi.pdf |
| Summary: | This paper focuses on creating an application in the MATLAB/Simulink environment for experimental identification of a system.
It theoretically characterizes the experimental identification of a system and the choice and classification of identification methods. It
also describes chosen methods of experimental identification (deterministic methods, neural networks) in details. A proposal of an
application consisting of a user interface and a generated model scheme are also mentioned. The testing results on data from a small
turbojet engine MPM-20 are shown. Based on the comparison of real measured values and output values of the model the
application evaluates the accuracy of each of the identification methods. The main contribution of the proposed application is an
automatization and simplification of the experimental identification process in MATLAB. |
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| ISSN: | 1335-8243 1338-3957 |