Research output per year
Research output per year
Search results
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2022
A Hybrid ConvLSTM-based Anomaly Detection Approach for Combating Energy Theft
Gao, H., Kuenzel, S. & Zhang, X., 25 Aug 2022, (E-pub ahead of print) In: IEEE Transactions on Instrumentation and Measurement. 71Research output: Contribution to journal › Article › peer-review
Open AccessFile144 Downloads (Pure) -
A Hybrid Data-Driven Online Solar Energy Disaggregation System from the Grid Supply Point
Zhang, X., Kuenzel, S., Guo, P., Yin, L. & Watkins, C., 23 Sept 2022, In: Complex & Intelligent Systems.Research output: Contribution to journal › Article › peer-review
Open Access -
Converter-unblocking dc fault ride-through and fast restoration arrangement research in the SFCL equipped MMC-MTdc system
Guo, P. & Zhang, X., 23 May 2022, (Submitted) In: IEEE Transactions on Power Delivery.Research output: Contribution to journal › Article › peer-review
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Deep learning for countering energy theft
Gao, H., Kuenzel, S. & Zhang, X., 10 May 2022, In: Computer Weekly.Research output: Contribution to journal › Article › peer-review
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Hybrid Short-Term Load Forecasting Method Based on Empirical Wavelet Transform and Bidirectional Long Short-Term Memory Neural Networks
Zhang, X., Kuenzel, S., Colombo, N. & Watkins, C., 9 Aug 2022, (E-pub ahead of print) In: Journal of Modern Power Systems and Clean Energy. 10, 5, p. 1216-1228 13 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile111 Downloads (Pure) -
Multi-Quantile Recurrent Neural Network for Feeder-Level Probabilistic Energy Disaggregation Considering Roof-Top Solar Energy
Zhang, X., Watkins, C. & Kuenzel, S., Apr 2022, In: Engineering Applications of Artificial Intelligence. 110, 104707.Research output: Contribution to journal › Article › peer-review
Open AccessFile23 Downloads (Pure) -
Privacy-Preserving Federated Learning for Value-Added Service Platform in Advanced Metering Infrastructure
Zhang, X., Córdoba-Pachón, J-R., Guo, P., Watkins, C. & Kuenzel, S., 3 Oct 2022, In: IEEE Transactions on Computational Social Systems. 11, 1, p. 117-131 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile65 Downloads (Pure) -
2021
Privacy Boundary Determination of Smart Meter Data Using an Artificial Intelligence Adversary
Zhang, X., Watkins, C., Cheong Took, C. & Kuenzel, S., 14 Jul 2021, (E-pub ahead of print) In: International Transactions on Electrical Energy Systems.Research output: Contribution to journal › Article › peer-review
Open AccessFile52 Downloads (Pure) -
2020
Privacy-Functionality Trade-off: A Privacy-Preserving Multi-Channel Smart Metering System
Zhang, X., Kuenzel, S., Córdoba-Pachón, J-R. & Watkins, C., 21 Jun 2020, In: Energies. 13, 12, p. 1-30 30 p., 3221.Research output: Contribution to journal › Article › peer-review
Open Access3 Downloads (Pure)