The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Oct. 03, 2023

Filed:

Sep. 04, 2020
Applicant:

Wenzhou University, Zhejiang, CN;

Inventors:

Liang Shu, Wenzhou, CN;

Yeheng Zhang, Wenzhou, CN;

Bo Li, Wenzhou, CN;

Dingfang Chen, Wenzhou, CN;

Quanguo Lu, Wenzhou, CN;

Marcelo J. Dapino, Wenzhou, CN;

Menglun Tao, Wenzhou, CN;

Yanchao Zhu, Wenzhou, CN;

Assignee:

WENZHOU UNIVERSITY, Zhejiang, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H10N 35/80 (2023.01); H10N 35/00 (2023.01); H02N 2/00 (2006.01); H02N 2/04 (2006.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
H10N 35/80 (2023.02); G06N 3/04 (2013.01); G06N 3/08 (2013.01); H10N 35/00 (2023.02);
Abstract

A matching control method for mechanical impedance of a magnetostrictive precision transducer includes developing a three-layer neural network model corresponding to a Young's modulus of a Terfenol-D material; acquiring sample data to form a training sample set and a testing sample set; training the model using a Bayesian regularization training algorithm, and optimizing connection weights and thresholds among layers of the tested model, so as to obtain a final three-layer neural network model; based on the final model, building an inverse model of mechanical impedance of the magnetostrictive precision transducer; using a current level of impedance of a load as an input of the inverse model to obtain a bias magnetic field, and changing a level of the bias magnetic field by changing a bias current in an excitation coil of the transducer, thereby achieving adaptive matching between the mechanical impedance of the transducer and the impedance of the load.


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