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Evolution Strategies improving Neuro-Fuzzy Design of a Duty-Cycle Compensation Controller used in DC Speed Control Systems
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| Author(s) |
Ovidiu Grigore; Adriana Florescu; Constantin Radoi |
| Abstract |
Based on the principles of neuro-fuzzy and evolution
strategies modeling, a duty-cycle compensation controller
design used to linearize the nonlinear external characteristics
family of a step-down (Buck) or forward DC converter
topology that supplies a DC motor is presented. Simulation
results show that linearization results are better if modeling
with evolution strategies. A better technology to handle fast
big amount of data for real-time computation is needed in
control systems in order to allow advanced computational
intelligence design methods to be easily hardware
implemented. |
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| Filename: | Unnamed file |
| Filesize: | 218.8 KB |
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| Type |
Members Only |
| Date |
Last modified 2006-02-20 by System |
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