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Application of Gram-Schmidt Regression to Modeling of Giant Magnetostrictive Material

Application of Gram-Schmidt Regression to Modeling of Giant Magnetostrictive Material
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摘要 A giant magnetostrictive material (GMM) model is developed based on the hysteretic nonlinear theory. The Gram-Schmidt regression method is introduced to determine the parameters of the model as well as the relation- ship between the material strain and the strength and frequency of magnetic field in the model. Through comparison, it is shown that this regression method has good performance in significance test. Then the model is applied to study the motion law of a circular plate in classical GMM transducer, which helps control the transducer rapidly and accurately. A giant magnetostrictive material (GMM) model is developed based on the hysteretic nonlinear theory. The Gram-Schmidt regression method is introduced to determine the parameters of the model as well as the relation- ship between the material strain and the strength and frequency of magnetic field in the model. Through comparison, it is shown that this regression method has good performance in significance test. Then the model is applied to study the motion law of a circular plate in classical GMM transducer, which helps control the transducer rapidly and accurately.
出处 《Transactions of Tianjin University》 EI CAS 2012年第3期213-216,共4页 天津大学学报(英文版)
基金 Doctoral Programs Foundation of Ministry of Education of China (No. 200800561083)
关键词 giant magnetostrictive material Gram-Schmidt regression MODELING 巨大的 magnetostrictive 材料; Gram-Schmidt 回归;建模
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