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| Content Provider | The American Society of Mechanical Engineers (ASME) Digital Collection |
|---|---|
| Author | Tamimi, Hammam Söffker, Dirk |
| Copyright Year | 2015 |
| Abstract | This paper investigates modeling of flexible structures by means of the least squares support vector machine (LS-SVM) algorithm. Modeling is the first step to obtain a suitable model-based controller for any given system. Accurate modeling of a flexible structure based on experimental data using LS-SVM algorithm requires less knowledge about the physical system. Least squares support vector machine algorithm can achieve global and unique solution when compared with other soft computing algorithms. Also, LS-SVM algorithm requires less training time. In this paper, the successful use of support vector machine algorithm to model the flexible cantilever is demonstrated. The acquired model is able to provide accurate prediction of the system output under different operating conditions. Experimental results demonstrate the efficiency and high precision of the proposed approach. |
| Sponsorship | Dynamic Systems and Control Division |
| File Format | |
| ISBN | 9780791857250 |
| DOI | 10.1115/DSCC2015-9673 |
| Volume Number | Volume 2: Diagnostics and Detection; Drilling; Dynamics and Control of Wind Energy Systems; Energy Harvesting; Estimation and Identification; Flexible and Smart Structure Control; Fuels Cells/Energy Storage; Human Robot Interaction; HVAC Building Energy Management; Industrial Applications; Intelligent Transportation Systems; Manufacturing; Mechatronics; Modelling and Validation; Motion and Vibration Control Applications |
| Conference Proceedings | ASME 2015 Dynamic Systems and Control Conference |
| Language | English |
| Publisher Date | 2015-10-28 |
| Publisher Place | Columbus, Ohio, USA |
| Access Restriction | Subscribed |
| Subject Keyword | Support vector machines Cantilevers Algorithms Flexible structures Modeling Control equipment |
| Content Type | Text |
| Resource Type | Article |
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