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Table 1 One example of raw data

From: Exploring best-matched embedding model and classifier for charging-pile fault diagnosis

Data item

Data sample

Pile number

00xxxxxxxxxxxxxxxxxxx16

Work order source

WeChat Mini Program

Date

6/22/2021

City/province

P1 (P = Province)

Work order number

2xxxxx1*

Client type

Private person

Fault description

The customer complained that there was something wrong with the display time of charging orders of individual piles. Now the time of charging orders is displayed on January 1, 2020

Work order state

Done

Fault category

Charging-pile program fault

Fault reason

Program time disorder

  1. *Due to privacy reasons, we use ‘xxx’ to take the place of the actual number