Publicacións nas que colabora con Laura de Diego Otón (13)

2024

  1. A Convolutional Transformer for Enhanced NILM in Human Activity Recognition

    2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024 - Proceedings

  2. Detection of Anomalies in Daily Activities Using Data from Smart Meters

    Sensors, Vol. 24, Núm. 2

  3. Preliminary Unknown Appliance Detection Using Convolutional Variational Auto-Encoders for AAL

    2024 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2024

  4. SoC Architecture for High-Frequency Acquisition of Household Electric Signals

    Conference Record - IEEE Instrumentation and Measurement Technology Conference

2023

  1. Appliance Identification in NILM Applications by means of a Convolutional Auto-Encoder

    2023 IEEE International Workshop on Metrology for Living Environment, MetroLivEnv 2023 - Proceedings

  2. Comparative Analysis of Neural Network Implementations for NILM Applications

    2023 38th Conference on Design of Circuits and Integrated Systems, DCIS 2023

  3. Estimating Energy Consumption in Households for Non-Intrusive Elderly Monitoring

    2023 IEEE International Workshop on Metrology for Living Environment, MetroLivEnv 2023 - Proceedings

  4. Implementing a CNN in FPGA Programmable Logic for NILM Application

    2023 38th Conference on Design of Circuits and Integrated Systems, DCIS 2023

2022

  1. Comparison of Neural Networks for High-Sampling Rate NILM Scenario

    2022 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2022 - Conference Proceedings

  2. Evaluating Human Activity and Usage Patterns of Appliances with Smart Meters

    2022 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2022 - Conference Proceedings

2021

  1. Data Collection and Cloud Processing Architecture Applied to NILM Techniques for Independent Living

    Conference Record - IEEE Instrumentation and Measurement Technology Conference

  2. Recurrent LSTM Architecture for Appliance Identification in Non-Intrusive Load Monitoring

    Conference Record - IEEE Instrumentation and Measurement Technology Conference

2020

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

    NILM 2020 - Proceedings of the 5th International Workshop on Non-Intrusive Load Monitoring