Nonlinear System Identification using Uncoupled State Multi-model Approach: Application to the PCB Soldering System
| Autor: | S. Khouni, K. E. Hemsas |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2020 |
| Předmět: |
Nonlinear system identification
lcsh:T58.5-58.64 Computer science lcsh:Information technology Linear system Stability (learning theory) Control engineering nonlinear system profile modeling Nonlinear system Printed circuit board lcsh:TA1-2040 Black box Soldering multi-model lcsh:Technology (General) identification lcsh:T1-995 State (computer science) uncoupled state lcsh:Engineering (General). Civil engineering (General) |
| Zdroj: | Engineering, Technology & Applied Science Research, Vol 10, Iss 1 (2020) |
| ISSN: | 1792-8036 2241-4487 |
| Popis: | Multi-model approach is an adapted tool of modeling nonlinear systems. The underlying idea is to simplify the complex nature of the system to be studied by decomposing it into simple (linear) sub-systems, in order to simplify the study (stability, control law, surveillance, etc.). This technique allows us to extend the application of linear systems methodology to nonlinear systems. This paper presents nonlinear system identification using an uncoupled state multi-model applied to a Printed Circuit Boards (PCB) soldering system. Precision, simplicity, and fidelity of the obtained results show the effectiveness of the used algorithm to identify, model, and write down as simple sub-systems, a complex black box system. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|