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 talk is to show that one can exploit the low-dimensional … Continue reading High-dimensional Data Analytics Using Low-dimensional Models – May 16, 2019