One Year Recordings of Electric Vehicle Charging Fleet
- Citation Author(s):
-
Artjoms Obusevs
Diego Di DomenicoPetr Korba - Submitted by:
- Artjom Obusev
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- DOI:
- 10.21227/fkap-fr63
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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
Can anyone tell how can I use thois database and implement ML Algorithms on it ? It is quite dificult to use this databaase
Test
for model development
用于测试