20 citations · 21 across the 4 of their papers we have counts for
4 papers
An Accurate and Real-time Self-blast Glass Insulator Location Method Based On Faster R-CNN and U-net with Aerial Images
Zenan Ling, Robert C. Qiu, Zhijian Jin +4
The location of broken insulators in aerial images is a challenging task. This paper, focusing on the self-blast glass insulator, proposes a deep learning solution. We address the…
A Data-driven Approach to Multi-event Analytics in Large-scale Power Systems Using Factor Model
Fan Yang, Xing He, Robert Caiming Qiu +1
Multi-event detection and recognition in real time is of challenge for a modern grid as its feature is usually non-identifiable. Based on factor model, this paper porposes a data-d…
Spatio-Temporal Big Data Analysis for Smart Grids Based on Random Matrix Theory: A Comprehensive Study
Robert Qiu, Lei Chu, Xing He +2
A cornerstone of the smart grid is the advanced monitorability on its assets and operations. Increasingly pervasive installation of the phasor measurement units (PMUs) allows the s…
3D Power-map for Smart Grids---An Integration of High-dimensional Analysis and Visualization
Xing He, Qian Ai, Robert C. qiu +4
Data with features of volume, velocity, variety, and veracity are challenging traditional tools to extract useful analysis for decision-making. By integrating high-dimensional anal…