Anthony Faustine
Orcid: 0000-0002-7838-533X
According to our database1,
Anthony Faustine
authored at least 9 papers
between 2017 and 2024.
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Bibliography
2024
Conformal Multilayer Perceptron-Based Probabilistic Net-Load Forecasting for Low-Voltage Distribution Systems with Photovoltaic Generation.
Proceedings of the IEEE International Conference on Communications, 2024
2023
Unlocking the Full Potential of Neural NILM: On Automation, Hyperparameters, and Modular Pipelines.
IEEE Trans. Ind. Informatics, May, 2023
Applying Symmetrical Component Transform for Industrial Appliance Classification in Non-Intrusive Load Monitoring.
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
FPSeq2Q: Fully Parameterized Sequence to Quantile Regression for Net-Load Forecasting With Uncertainty Estimates.
IEEE Trans. Smart Grid, 2022
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022
2021
Adaptive Weighted Recurrence Graphs for Appliance Recognition in Non-Intrusive Load Monitoring.
IEEE Trans. Smart Grid, 2021
2020
UNet-NILM: A Deep Neural Network for Multi-tasks Appliances State Detection and Power Estimation in NILM.
Proceedings of the NILM '20, 2020
2019
On Metrics to Assess the Transferability of Machine Learning Models in Non-Intrusive Load Monitoring.
CoRR, 2019
2017
A Survey on Non-Intrusive Load Monitoring Methodies and Techniques for Energy Disaggregation Problem.
CoRR, 2017