11 citations · 32 across the 9 of their papers we have counts for
9 papers
Post-disaster Repair Scheduling in Partially Automated Electricity Distribution Networks
Yushi Tan, Arindam K. Das, Payman Arabshahi +1
Natural disasters require repairing all damaged components in electricity distribution networks. Optimal scheduling repair crews to minimize the aggregate duration of interruptions…
Vulnerabilities of Power System Operations to Load Forecasting Data Injection Attacks
Yize Chen, Yushi Tan, Ling Zhang +1
We study the security threats of power system operation brought by a class of data injection attacks upon load forecasting algorithms. In particular, with minimal assumptions on th…
Exploiting Vulnerabilities of Load Forecasting Through Adversarial Attacks
Yize Chen, Yushi Tan, Baosen Zhang
Load forecasting plays a critical role in the operation and planning of power systems. By using input features such as historical loads and weather forecasts, system operators and…
Is Machine Learning in Power Systems Vulnerable?
Yize Chen, Yushi Tan, Deepjyoti Deka
Recent advances in Machine Learning(ML) have led to its broad adoption in a series of power system applications, ranging from meter data analytics, renewable/load/price forecasting…
Combining Probabilistic Load Forecasts
Yi Wang, Ning Zhang, Yushi Tan +3
Probabilistic load forecasts provide comprehensive information about future load uncertainties. In recent years, many methodologies and techniques have been proposed for probabilis…
Distribution Systems Hardening against Natural Disasters
Yushi Tan, Arindam K. Das, Payman Arabshahi +1
Distribution systems are often crippled by catastrophic damage caused by a natural disaster. Well-designed hardening can significantly improve the performance of post-disaster rest…
Optimal Battery Control Under Cycle Aging Mechanisms in Pay for Performance Settings
Yuanyuan Shi, Bolun Xu, Yushi Tan +2
We study the optimal control of battery energy storage under a general "pay-for-performance" setup such as providing frequency regulation and renewable integration. In these settin…
A Convex Cycle-based Degradation Model for Battery Energy Storage Planning and Operation
Yuanyuan Shi, Bolun Xu, Yushi Tan +1
A vital aspect in energy storage planning and operation is to accurately model its operational cost, which mainly comes from the battery cell degradation. Battery degradation can b…
Scheduling Post-Disaster Repairs in Electricity Distribution Networks
Yushi Tan, Feng Qiu, Arindam K. Das +3
Natural disasters, such as hurricanes, earthquakes and large wind or ice storms, typically require the repair of a large number of components in electricity distribution networks.…