50 citations · 63 across the 4 of their papers we have counts for
4 papers
Machine-Learning Inspired Clustering of Distributed Energy Resources
Jun-Xing Chin, Gabriela Hug
With the increasing penetration of distributed energy resources (DERs) in distribution grids, their impact on grid operations can no longer be ignored. However, the individual cont…
Consumer Privacy Protection using Flexible Thermal Loads: Theoretical Limits and Practical Considerations
Jun-Xing Chin, Kyri Baker, Gabriela Hug
The increasing adoption of smart meters introduces growing concerns about consumer privacy risks stemming from high resolution metering data. To counter these risks, there have bee…
Aggregating Privacy-Conscious Distributed Energy Resources for Grid Service Provision
Jun-Xing Chin, Andrey Bernstein, Gabriela Hug
The increasing adoption of advanced metering infrastructure has led to growing concerns regarding privacy risks stemming from the high resolution measurements. This has given rise…
Privacy-Protecting Energy Management Unit through Model-Distribution Predictive Control
Jun-Xing Chin, Tomas Tinoco De Rubira, Gabriela Hug
The roll-out of smart meters in electricity networks introduces risks for consumer privacy due to increased measurement frequency and granularity. Through various Non-Intrusive Loa…