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Feature selection and optimization of a ML algorithm for fault location in LV grids

Author
Stefanidou, P.; Cardoner Valbuena, D.; Domínguez , J.; R. Villafafila-Robles
Type of activity
Presentation of work at congresses
Name of edition
21th International Conference on Environment and Electrical Engineering
Date of publication
2021
Presentation's date
2021-09
Book of congress proceedings
EEEIC 2021- 21st International Conference on Environment and Electrical Engineering: Bari, Italy: 07-10/09/2021, proceedings
Abstract
Low voltage (LV) grids are changing drastically, entering a new era of digitalization, broad renewable energy integration and active consumer participation in the energy management. The challenges and opportunities created by these changes affect also the protection of the grids. The already limited fault location methods developed for LV grids are quickly becoming outdated. At the same time the growing volume of available data facilitates the employment of the powerful, rapidly advancing artifi...
Group of research
CITCEA - Centre of Technological Innovation in Power Electronics and Drives

Participants