Título:
Non Intrusive Load Monitoring (NILM): A State of the Art.
Non Intrusive Load Monitoring (NILM): A State of the Art.
Autores:
Revuelta Herrero, Jorge; Lozano Murciego, Álvaro; López Barriuso, Alberto; Hernández de la Iglesia, Daniel; Villarrubia González, Gabriel; Corchado Rodríguez, Juan M.; Carreira, Rita
Libro:
Trends in Cyber-Physical Multi-Agent Systems. The PAAMS Collection - 15th International Conference, PAAMS 2017. Advances in Intelligent Systems and Computing. Volumen 619, pp. 125-138.
Fecha de Publicación:
16 July 2017
ISBN:
978-3-319-61577-6 (Print), 978-3-319-61578-3 (Online)
The recent increase in smart meters installations in households and small bussiness by electric companies has led to interest in monitoring load techniques in order to provide better quality service and get useful information about appliance usage and user consumption behavior. This works summarizes the current state of the art in Non Intrusive Load Monitoring from its beginning, describes the main process followed in the literature to perform this technique and shows current methods and techniques followed nowadays. The possible application of this techniques in the context of ambient intelligence, energy efficiency, occupancy detection are described. This work also points the current challenges in the field and the future lines of research in this broad topic.