Abstract

These measurements were taken at the point of common coupling using the power quality analyzer PQ-Box 200, where about 30 EV chargers are installed and exploited by the utility. For this reason, this data set only considers the charging behavior of the vehicles employed by the enterprise, namely the Renault Kangoo ZE and Renault Zoe. The period under consideration starts on 5.11.2018 and ends on 07.01.2020. Because of the large amount of data, values with a time interval of 10mins are extracted and used in this data set.

Instructions:

The data set consists of three archive files, which consist of extracted data from PQ-BOX - 200.

1st - November 2018 - March 2019

2nd - April 2019 - August 2019

3rd - September 2019 - January 2020

The 10 min data is provided:

Voltage: Ueff, THD, Phase angle, Even harmonics,(All), Odd harmonics (All), Harmonic phase angle (H1) (All),

Current: Ieff, THD, THD (A), TDD (---A), Even Harmonics (All), Odd Harmonics (All), Phase angle current harmonics / U fundamental (All)

Power: Real power, Apparent Power, Reactive Power, Phase angle u1E-i1, Power factor, Distortion power

Energy: Real energy

The data set is in *.asc format and can be read by Notepad++ directly

Comments

For testing purpsoe

Submitted by SATISH N on Fri, 11/05/2021 - 05:39

:-)

Submitted by Manav Giri on Tue, 02/22/2022 - 08:19

Best

Submitted by Abdul Moeed Khan on Mon, 08/28/2023 - 08:14

Can anyone tell how can I use thois database and implement ML Algorithms on it ? It is quite dificult to use this databaase

Submitted by Aditya Mishra on Tue, 06/18/2024 - 07:30

Test

Submitted by Guruprasadh Swa... on Fri, 07/05/2024 - 15:15

for model development

Submitted by Mohammad Hassan on Wed, 09/18/2024 - 17:15

Dataset Files

1st_2018_November_2019_March.7z (19.94 MB)
2nd_2019_April_2019_August.7z (20.70 MB)
3rd_2019_September_2020_Januar.7z (17.76 MB)

Datasets

Standard Dataset

One Year Recordings of Electric Vehicle Charging Fleet

Abstract

Comments

Dataset Files

QUESTIONS?