학술논문

Formal language control of induction motor drives
Document Type
Conference
Source
IEEE 2002 28th Annual Conference of the Industrial Electronics Society. IECON 02 Industrial electronics society IECON 02 [Industrial Electronics Society, IEEE 2002 28th Annual Conference of the]. 3:1903-1908 vol.3 2002
Subject
Power, Energy and Industry Applications
Computing and Processing
Components, Circuits, Devices and Systems
Formal languages
Induction motor drives
Control system synthesis
Inference algorithms
Automatic control
Context modeling
Induction generators
Information processing
Data mining
Production systems
Language
Abstract
Formal language techniques have been used in the past to study autonomous dynamical systems. However, for controlled systems, the modelling framework is based on a formulation in terms of context-dependent grammars distinguishing between information generated by the system and input control. The integration of electromechanical drive systems, which exhibit considerable intrinsic complexities, with information processing techniques allows a better adaptative modelling of the overall behaviour. Assuming the induction motor drive system as a linguistic source, producing a certain language, a grammatical inference algorithm is used to extract the productions that govern the grammar representing that language. The formalism of the developed formal language based control algorithm is presented. Grammatical interpolation and automatic rule inference techniques yield accurate results, making this language-based control a promising technique for changing and partial unknown systems. Experimental results regarding typical features are presented and discussed.