Abstract
With the ever-increasing need for sustainability, energy efficiency is of growing importance. In this paper the analysis is conducted on a public dataset from Kaggle, which contains 4 years of electrical consumption, generation, pricing, and weather data for Spain. Different visualization techniques have been applied to estimate the pattern through which the sustainable demand and supply model can be generated for the country. The analysis showed that for the past 4-years the peak energy consuming hours in Spain are from 15:00 to 20:00 whereas from 00:00 to 05:00 in the morning, the energy consumption is minimal. Moreover, the results showed that in February energy consumption is at its peak whereas the minimum energy is consumed during the month of September. Such analysis could be used by governments to implement sustainable energy policy and adjust electricity storage and production based on statistics-driver prognosis.
| Original language | English |
|---|---|
| Title of host publication | 2021 8th International Conference on Electrical and Electronics Engineering, ICEEE 2021 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 132-135 |
| Number of pages | 4 |
| ISBN (Electronic) | 978-1-6654-4071-4 |
| ISBN (Print) | 978-1-6654-1161-5 |
| DOIs | |
| Publication status | Published - 10 May 2021 |
| Event | 8th International Conference on Electrical and Electronics Engineering, ICEEE 2021 - Antalya, Turkey Duration: 9 Apr 2021 → 11 Apr 2021 |
Publication series
| Name | 2021 8th International Conference on Electrical and Electronics Engineering, ICEEE 2021 |
|---|
Conference
| Conference | 8th International Conference on Electrical and Electronics Engineering, ICEEE 2021 |
|---|---|
| Country/Territory | Turkey |
| City | Antalya |
| Period | 9/04/21 → 11/04/21 |
Bibliographical note
© 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 7 Affordable and Clean Energy
Keywords
- data mining
- efficient system
- energy predictions
- sustainable algorithms
ASJC Scopus subject areas
- Electrical and Electronic Engineering
- Electronic, Optical and Magnetic Materials
- Control and Optimization
- Instrumentation
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