1. Composite systems control by combined math-analytical and FS/NN computing approach
- Author
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Dimirovski, Georgi M., Jing, Yuan-Wei, Zhao, Jun, and Zhang, Si-Ying
- Abstract
A control systems engineering approach, employing a two-level overall system architecture and different but compatible formalisms for system representation on the upper and lower levels, has been investigated in detail. One design alternative is based on employing fuzzy-system approximators and solving for the adaptive tracking of the given, arbitrary, desired system outputs. The other alternative is based on state equations of composite systems and the use of neural-network approximators to deal with uncertainties and control adaptation. In both alternatives similarity property of subsystems has been exploited. Both designs can be implemented within the standard computer process control technology, and are therefore believed to be promising in applied systems engineering.
- Published
- 2003
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