Big Data applications in power systems
Abstract:
In the last years, the term Big Data (BD) is becoming ubiquitous in almost every scientific field given the information era we are living. In this respect, power systems is not the exception. This overflood of information can be overwhelming for the different energy stakeholders, nonetheless, numerous opportunities can also be derived from this BD. To do so, it is necessary to perform the corresponding knowledge extraction to this large data. This has been referred as Big Data Analytics (BDA) in the recent literature. In this respect, this work provides a comprehensive understanding of the attributes of BD in the power sector, along with the most representative tools, techniques, applications and challenges related to the incorporation of BDA in this field.
Año de publicación:
2022
Keywords:
- Artificial intelligence
- Big Data Analytics
- data mining
- Machine Learning
- Power systems
- BIG DATA
Fuente:
scopusTipo de documento:
Other
Estado:
Acceso restringido
Áreas de conocimiento:
- Big data
- Potencia eléctrica
- Ingeniería de sistemas
Áreas temáticas de Dewey:
- Física aplicada
- Programación informática, programas, datos, seguridad
- Economía de la tierra y la energía
Procesado con IAObjetivos de Desarrollo Sostenible:
- ODS 7: Energía asequible y no contaminante
- ODS 12: Producción y consumo responsables
- ODS 8: Trabajo decente y crecimiento económico
Procesado con IA