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:: Wed, 08/23/2023 - 01:42
DOI:: 10.21227/x6jw-m015
Data Format:: *.m *.mat *.csv
Research Article Link:: Learning-based Energy Consumption Prediction
Links:: GitHub

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Categories:

Power and Energy

Keywords:

energy consumption

CITE

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.

Link of the Electronic Design of the energy consumption meter: https://vasanza.blogspot.com/2021/02/ensemble-de-pcbs-de-desarrollo-de.html

⭐ When using this resource, please cite the original publication:

Estrada, R., Asanza, V., Torres, D., Bazurto, A., & Valeriano, I. (2022). Learning-based Energy Consumption Prediction. Procedia Computer Science, 203, 272-279, doi: https://doi.org/10.1016/j.procs.2022.07.035.

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: