Three-axis flexible tube sensor with LSTM-based force prediction for alignment of electric vehicle charging ports

Three-axis flexible tube sensor with LSTM-based force prediction for alignment of electric vehicle charging ports

This paper introduces a novel three-axis flexible tube sensor designed for force measurement in electric vehicle (EV) charging port alignment, utilizing long short-term memory (LSTM) networks. The research aims to develop and validate a flexible and accurate sensor system capable of predicting multi...

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Bibliographic Details
Main Authors: Hendri Maja Saputra, Ahmad Pahrurrozi, Catur Hilman Adritya Haryo Bhakti Baskoro, Nur Safwati Mohd Nor, Nanang Ismail, Estiko Rijanto, Edwar Yazid, Mohd Zarhamdy Md Zain, Intan Zaurah Mat Darus
Format: Article
Language:English
Published: Indonesian Institute of Sciences 2024-12-01
Series:Journal of Mechatronics, Electrical Power, and Vehicular Technology
Subjects:
finite element method (fem) analysis
flexible tube sensor
force measurement
long short-term memory (lstm) neural network
three-axis force prediction.
Online Access:https://mev.brin.go.id/mev/article/view/1104
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