42 citations · 88 across the 12 of their papers we have counts for
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eess.SY2021★ 3 cited
Data-Driven Controllability Analysis and Stabilization for Linear Descriptor Systems
Jiabao He, Xuan Zhang, Feng Xu +2
For a parameter-unknown linear descriptor system, this paper proposes data-driven methods to testify the system's type and controllability and then to stabilize it. First, a data-b…
eess.SY2021
An Integration and Operation Framework of Geothermal Heat Pumps in Distribution Networks
Lei Liang, Xuan Zhang, Hongbin Sun
The application of the energy-efficient thermal and energy management mechanism in Geothermal Heat Pumps (GHPs) is indispensable to reduce the overall energy consumption and carbon…
cs.LG2021★ 42 cited
A Federated Learning Framework for Smart Grids: Securing Power Traces in Collaborative Learning
Haizhou Liu, Xuan Zhang, Xinwei Shen +1
With the deployment of smart sensors and advancements in communication technologies, big data analytics have become vastly popular in the smart grid domain, informing stakeholders…