Neural Network for Both Metal Object Detection and Coil Misalignment Prediction in Wireless Power Transfer

Author:

Gong Yunyi1ORCID,Otomo Yoshitsugu2,Igarashi Hajime1ORCID

Affiliation:

1. Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan

2. Graduate School of Engineering, Nagasaki University, Nagasaki, Japan

Funder

Ministry of Education, Culture, Sports, Science and Technology (MEXT) Doctoral program for Data-Related InnoVation Expert Hokkaido University (D-DRIVE-HU) Program

Japan Science and Technology Agency (JST) Pioneering Research Initiated by the Next Generation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Electronic, Optical and Magnetic Materials

Reference14 articles.

1. Foreign Object Detection of Wireless Power Transfer System Using Sensor Coil

2. Design and Optimization of Circular Magnetic Structures for Lumped Inductive Power Transfer Systems

3. TensorFlow: A system for large-scale machine learning;abadi;Proc 12th USENIX Symp Oper Syst Design Implement,2016

4. Scikit-learn: Machine learning in Python;pedregosa;J Mach Learn Res,2011

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