Title
A Novel Visualization Technique for Electric Power Grid Analytics
Abstract
The application of information visualization holds tremendous promise for the electric power industry, but its potential has so far not been sufficiently exploited by the visualization community. Prior work on visualizing electric power systems has been limited to depicting raw or processed infor卢mation on top of a geographic layout. Little effort has been devoted to visualizing the physics of the power grids, which ultimately determines the condition and stability of the electricity infrastructure. Based on this assessment, we developed a novel visualization system prototype, GreenGrid, to explore the planning and monitoring of the North American Electricity Infrastructure. The paper discusses the rationale underlying the GreenGrid design, describes its implementation and performance details, and assesses its strengths and weaknesses against the current geographic-based power grid visualization. We also present a case study using GreenGrid to analyze the information collected moments before the last major electric blackout in the Western United States and Canada, and a usability study to evaluate the practical significance of our design in simulated real-life situations. Our result indicates that many of the disturbance characteristics can be readily identified with the proper form of visualization.
Year
DOI
Venue
2009
10.1109/TVCG.2008.197
IEEE Trans. Vis. Comput. Graph.
Keywords
Field
DocType
Visualization,Power systems,Power grids,Physics,Power system stability,Prototypes,Power system planning,Information analysis,Usability,Analytical models
Data science,Electric power,Data visualization,Information visualization,Computer science,Visualization,Visual analytics,Electric power system,Electric power industry,Analytics
Journal
Volume
Issue
ISSN
15
3
1077-2626
Citations 
PageRank 
References 
22
1.27
7
Authors
7
Name
Order
Citations
PageRank
Pak Chung Wong187675.57
Kevin Schneider26513.63
Patrick Mackey313514.46
Harlan Foote428425.22
George Chin Jr.528926.93
Ross Guttromson6221.27
Jim Thomas741137.95