Method of Online Estimating Remaining Life of Moving Power Cable

Patent №

US 10,698,019

Granted

2020-06-30

Filed 2018

Owner

CHUNG YUAN CHRISTIAN UNIVERSITY

Lab

AI components

1

ml

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16192902

A method is presented to estimate the remaining life of a moving power cable online. The cable is monitored online remotely for further providing suggestions to users for reducing times of power failure and economic loss. An offline AC impedance measurement experiment is designed at first. Three artificial neural networks are established for convert measured impedances into impedances under a baseline context to calculate impedance change ratios. The impedance change ratio indicates the damage of the cable. At last, a remaining margin of the impedance change ratio is figured out online under various contexts with three equations. Thus, the remaining life of the cable is obtained online.

Machine learningG01R 31/10G01R 27/16G01R 31/083G01R 31/088G01R 31/58G06N 3/045G06N 3/0499G06N 3/08+1 more

AI classification

Machine learning0.59
AI hardware0.03
Evolutionary computation0.01
Vision0.00
Planning0.00
Natural language0.00
Speech0.00
Knowledge representation0.00

Ownership

CHUNG YUAN CHRISTIAN UNIVERSITY

assignment · 475250861

Assignors

HONG, YING-YI, LEE, CHUN-YAO, LIU, CHUN-YI

On an employer assignment, the assignors are typically the inventors.

From the same owner

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