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Evaluación de una Arquitectura CNN para la Identificación de Cargas en NILM

Las técnicas utilizadas para la desagregación de energía a menudo buscan identificar el uso de las diferentes cargas de una instalación con el objetivo de optimizar su eficiencia energética. La posibilidad de monitorizar de forma no intrusiva el …

Design of a SoC Architecture for the Edge Computing of NILM Techniques

In recent years the development and deployment of commercial Smart Meters in most households in developed countries have spread the appearance of certain applications and methods, mainly related to the fields of Smart Grids and Internet of Things, …

Evaluation of Software Inter-Processor Synchronization Methods for the Zynq-UltraScale+ Architecture

Current embedded systems provide diverse functionalities and their features are evolving constantly. This is the case of the Zynq-UltraScale+ (US+) MPSoC family, where it is possible to find a System-on-Chip (SoC) architecture with an Application …

Finite Precision Analysis for an FPGA-based NILM Event-Detector

Most Non-Intrusive Load Monitoring (NILM) techniques often require a correct detection of the events that occur in the mains, in order to carry out a correct identification of the corresponding appliances. For that performance, event-detectors are …

Arquitectura Mixta HW/SW para el Igualador de Canal L-ASCET en Comunicaciones PLC

Los enlaces de comunicaci´on de banda ancha para comunicaciones PLC (Power-Line Communications) utilizan t´ecnicas de modulaci´on multiportadora basadas en banco de filtros (Filter-Bank Multi-Carrier, FBMC), las cuales permiten mejorar la …

Arquitectura SoC para la Implementación de Técnicas NILM en Contadores Inteligentes

En las últimas décadas, con el desarrollo a nivel mundial de las redes inteligentes de energía, los contadores inteligentes (Smart Meters) se han convertido en una pieza clave en un gran número de aplicaciones y servicios finales ofrecidos a los …

Diseño de una Arquitectura SoC con Periféricos Específicos para un Sistema dePosicionamiento Ultrasónico

Las arquitecturas SoC están teniendo un avance muy significativo en los últimos años debido a la posibilidad de flexibilizar los sistemas para adaptarlos a una gran variedad de aplicaciones. En este trabajo se presenta un sistema de posicionamiento …

Heterogeneous SoC Architecture for a FBMC Receiver with Channel Estimator and Channel Equalizer in PLC

Power-Line Communications (PLC) often employ Wavelet Orthogonal Frequency Division Multiplexing (OFDM), improving communications through the PLC channel and providing broadband links. Since one of the main drawbacks is the noisy and interfering PLC …

Review of NILM applications in smart grids: power quality assessment and assistedindependent living

Smart grids are a concept that is becoming a concrete reality in developed countries, and is only just emerging in developing countries. In both cases, they are transforming the customers' relationship with electricity in unexpected ways. In this …

Design of FPGA-based Architecture for an Analog Front-End in Broadband PLC

Power-Line Communications have spread worldwide in recent years, mainly due to their increasing importance as a feasible alternative to provide broadband data access in certain domains, such as Smart Grids, Internet of Things or industrial …