Modeling a magnetostrictive transducer using genetic algorithm
Source abstract
Abstract
Abstract This work reports on the applicability of the genetic algorithm (GA) to the problem of parameter determination of magnetostrictive transducers. A combination of the Jiles–Atherton hysteresis model with a quadratic moment rotation model is simulated using known parameters of a sensor. The simulated sensor data are then used as input data for the GA parameter calculation method. Taking the previously known parameters, the accuracy of the GA parameter calculation method can be evaluated.
Source: openaire · Quality: candidate unverified · Source record ↗
Research context
OpenAlex topics: Magnetic Properties and Applications · Non-Destructive Testing Techniques · Microstructure and Mechanical Properties of Steels
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References (6)
Show source-provided references
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2. Jiles · IEEE Trans. Magn. · 1992 · 28 · 2710.1109/20.119813 ↗
3. D.C. Jiles, Introduction to Magnetism and Magnetic Materials, Chapman & Hall, New York, 1991.10.1007/978-1-4615-3868-4 ↗
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5. Kim · IEEE Trans. Evol. Comput · 1997 · 1 · 3
6. D.E. Goldberg, Genetic Algorithm in Search, Optimization and Machine Learning, Addison-Wesley, Reading MA, 1989.