Laura de
Diego Otón
FPU-UAH
Álvaro
Hernández Alonso
Catedrático/a de Universidad
Publications by the researcher in collaboration with Álvaro Hernández Alonso (13)
2024
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A Convolutional Transformer for Enhanced NILM in Human Activity Recognition
2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024 - Proceedings
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Detection of Anomalies in Daily Activities Using Data from Smart Meters
Sensors, Vol. 24, Núm. 2
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Preliminary Unknown Appliance Detection Using Convolutional Variational Auto-Encoders for AAL
2024 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2024
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SoC Architecture for High-Frequency Acquisition of Household Electric Signals
Conference Record - IEEE Instrumentation and Measurement Technology Conference
2023
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Appliance Identification in NILM Applications by means of a Convolutional Auto-Encoder
2023 IEEE International Workshop on Metrology for Living Environment, MetroLivEnv 2023 - Proceedings
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Comparative Analysis of Neural Network Implementations for NILM Applications
2023 38th Conference on Design of Circuits and Integrated Systems, DCIS 2023
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Estimating Energy Consumption in Households for Non-Intrusive Elderly Monitoring
2023 IEEE International Workshop on Metrology for Living Environment, MetroLivEnv 2023 - Proceedings
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Implementing a CNN in FPGA Programmable Logic for NILM Application
2023 38th Conference on Design of Circuits and Integrated Systems, DCIS 2023
2022
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Comparison of Neural Networks for High-Sampling Rate NILM Scenario
2022 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2022 - Conference Proceedings
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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
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Data Collection and Cloud Processing Architecture Applied to NILM Techniques for Independent Living
Conference Record - IEEE Instrumentation and Measurement Technology Conference
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Recurrent LSTM Architecture for Appliance Identification in Non-Intrusive Load Monitoring
Conference Record - IEEE Instrumentation and Measurement Technology Conference
2020
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Finite Precision Analysis for an FPGA-based NILM Event-Detector
NILM 2020 - Proceedings of the 5th International Workshop on Non-Intrusive Load Monitoring