Nonparametric Event Detection in Multiple Time Series for Power Distribution Networks.

With the unprecedented advancement of sensing technology, smart city applications are now enriched with massive measurement data related to system states, patterns, and the behavior of its users. However, classic data analysis or machine learning tools ignore some unique characteristics of the multistream measurement data, in particular, the coexistence of strong temporal correlation and interstre...