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High-dimensional Data Analytics Using Low-dimensional Models – May 16, 2019

Phasor Measurement Units and smart meters provide fine-grained measurements to enhance the system visibility to the operators and reduce blackouts. The spatial-temporal blocks of collected measurements have intrinsic low-dimensional structures due to the correlations governed by the underlying physical system. The central idea of the …