Yannan Sun

Yannan Sun
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Yannan Sun

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Computer Science - Learning (1)
Statistics - Machine Learning (1)
Mathematics - Optimization and Control (1)

Publications Authored By Yannan Sun

Demand response represents a significant but largely untapped resource that can greatly enhance the flexibility and reliability of power systems. This paper proposes a hierarchical control framework to facilitate the integrated coordination between distributed energy resources and demand response. The proposed framework consists of coordination and device layers. Read More

A multi-way factor analysis model is introduced for tensor-variate data of any order. Each data item is represented as a (sparse) sum of Kruskal decompositions, a Kruskal-factor analysis (KFA). KFA is nonparametric and can infer both the tensor-rank of each dictionary atom and the number of dictionary atoms. Read More