Data Server Energy Consumption Dataset

Citation Author(s):
Adrian
Bazurto
Escuela Superior Politécnica del Litoral, ESPOL
Danny
Torres
Escuela Superior Politécnica del Litoral, ESPOL
Víctor
Asanza
Escuela Superior Politécnica del Litoral, ESPOL
Rebeca
Estrada
Escuela Superior Politécnica del Litoral, ESPOL
Submitted by:
Victor Asanza
Last updated:
Fri, 08/19/2022 - 15:05
DOI:
10.21227/x6jw-m015
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Abstract 

This repository includes the energy consumption data set of a Data Server that is running in the facilities of the Information Technology Center (CTI) of the Escuela Superior Politécnica del Litoral (ESPOL). In addition, it includes Matlab scripts to perform the prediction of energy consumption. The data acquisition equipment was implemented in the Electronic Prototype Development Matter of the Faculty of Electrical Engineering and Computing (FIEC), based on the ESP32 hardware.

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Instructions: 

Data were collected from an HP Z440 workstation for 245 days (35 weeks) with a sampling rate of one value per second. The columns represent the following variables:

  •  Voltage (V)
  • Currennt (A)
  • Power (PA) - Watts (W)
  • Frecuency - Hertz (Hz)
  • Active Energy - kilowatts per hour (KWh)
  • Power factor - Adimentional
  • ESP32 temperature - Centigrade Degrees (°C)
  • CPU consumption - Percentage (%)
  • CPU power consumption - Percentage (%)
  • CPU temperature - Centigrade Degrees (°C)
  • GPU consumption - Percentage (%)
  • GPU power consumption - Percentage (%)
  • GPU temperature - Centigrade Degrees (°C)
  • RAM memory consumption - Percentage (%)
  • RAM memory power consumption - Percentage (%)

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