フォロー
Anthony Faustine
Anthony Faustine
Lead data scientist, Eaton
確認したメール アドレス: eaton.com
タイトル
引用先
引用先
A survey on non-intrusive load monitoring methodies and techniques for energy disaggregation problem
A Faustine, NH Mvungi, S Kaijage, K Michael
arXiv preprint arXiv:1703.00785, 2017
2022017
Wireless sensor networks for water quality monitoring and control within lake victoria basin: Prototype development
A Faustine, AN Mvuma, HJ Mongi, MC Gabriel, AJ Tenge, SB Kucel
Wireless Sensor Network 6 (12), 281, 2014
1162014
Adaptive weighted recurrence graphs for appliance recognition in non-intrusive load monitoring
A Faustine, L Pereira, C Klemenjak
IEEE Transactions on Smart Grid 12 (1), 398-406, 2020
972020
UNet-NILM: A deep neural network for multi-tasks appliances state detection and power estimation in NILM
A Faustine, L Pereira, H Bousbiat, S Kulkarni
Proceedings of the 5th International Workshop on Non-Intrusive Load …, 2020
842020
Improved appliance classification in non-intrusive load monitoring using weighted recurrence graph and convolutional neural networks
A Faustine, L Pereira
Energies 13 (13), 3374, 2020
582020
Watt’s up at home? Smart meter data analytics from a consumer-centric perspective
B Völker, A Reinhardt, A Faustine, L Pereira
Energies 14 (3), 719, 2021
502021
Multi-label learning for appliance recognition in NILM using Fryze-current decomposition and convolutional neural network
A Faustine, L Pereira
Energies 13 (16), 4154, 2020
482020
FPSeq2Q: Fully parameterized sequence to quantile regression for net-load forecasting with uncertainty estimates
A Faustine, L Pereira
IEEE Transactions on Smart Grid 13 (3), 2440-2451, 2022
342022
On metrics to assess the transferability of machine learning models in non-intrusive load monitoring
C Klemenjak, A Faustine, S Makonin, W Elmenreich
arXiv preprint arXiv:1912.06200, 2019
222019
Ubiquitous mobile sensing for water quality monitoring and reporting within lake victoria basin
A Faustine, AN Mvuma
Wireless Sensor Network 6 (12), 257, 2014
212014
Open source cellular technologies for cost effective cellular connectivity in rural areas
F Anthony, M Gabriel, B Shao
International Journal of Computer Applications 146 (15), 2016
102016
Unlocking the Full Potential of Neural NILM: On Automation, Hyperparameters, and Modular Pipelines
H Bousbiat, A Faustine, C Klemenjak, L Pereira, W Elmenreich
IEEE Transactions on Industrial Informatics 19 (5), 7002-7010, 2022
82022
On metrics to assess the transferability of machine learning models in non-intrusive load monitoring. arXiv
C Klemenjak, A Faustine, S Makonin, W Elmenreich
arXiv preprint arXiv:1912.06200, 2019
52019
Applying Symmetrical Component Transform for Industrial Appliance Classification in Non-Intrusive Load Monitoring
A Faustine, L Pereira
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
32023
Leveraging Machine Learning for Sustainable and Self-sufficient Energy Communities
A Faustine, L Pereira, D Ngondya, L Benabbou
22020
Efficiency through Simplicity: MLP-based Approach for Net-Load Forecasting with Uncertainty Estimates in Low-Voltage Distribution Networks
A Faustine, NJ Nunes, L Pereira
IEEE Transactions on Power Systems, 2024
2024
Appliance recognition with combined single-and multi-label approaches
MM Manca, A Faustine, L Pereira
Proceedings of the 9th ACM International Conference on Systems for Energy …, 2022
2022
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