Visualization Techniques in Smart Grid

Visualization is an established methodology in scientific computing. It has been used in many fields because of its strong capability in large data management and information display. However, its applications in power systems, especially in Smart Grid are still in infancy stage. Besides, while there were a lot of researches working on visualizing data in transmission power system, the study on displaying distribution power system data was limited. Therefore, in this paper, author proposed some techniques to visualize the Smart Grid data at distribution. They are classified in three categories, which are low dimensional techniques, multivariate high dimensional techniques and Geographical Information System (GIS) techniques.

[1]  David S. Ebert,et al.  Visualization and computer graphics , 2007 .

[2]  Solomon Nunoo,et al.  Distribution automation (DA) using supervisory control and data acquisition (SCADA) with advanced metering infrastructure (AMI) , 2010, 2010 IEEE Conference on Innovative Technologies for an Efficient and Reliable Electricity Supply.

[3]  Marc Alexa,et al.  Visualizing time-series on spirals , 2001, IEEE Symposium on Information Visualization, 2001. INFOVIS 2001..

[4]  Thomas J. Overbye,et al.  Visualization of power system data , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[5]  Thomas J. Overbye,et al.  Voltage contours for power system visualization , 2000 .

[6]  Michela Bertolotto,et al.  Exploratory spatio-temporal data mining and visualization , 2007, J. Vis. Lang. Comput..

[7]  Daniel A. Keim,et al.  Information Visualization and Visual Data Mining , 2002, IEEE Trans. Vis. Comput. Graph..

[8]  Ethan Boardman The role of integrated distribution management systems in Smart Grid implementations , 2010, IEEE PES General Meeting.

[9]  Xia Li NEW VIEWS ON MULTIVARIABLE SPATIO-TEMPORAL DATA : THE SPACE TIME CUBE EXPANDED , 2005 .

[10]  H. Tram Technical and operation considerations in using Smart Metering for outage management , 2008, 2008 IEEE/PES Transmission and Distribution Conference and Exposition.

[11]  Research Team Students , 2005 .

[12]  Haim Levkowitz,et al.  From Visual Data Exploration to Visual Data Mining: A Survey , 2003, IEEE Trans. Vis. Comput. Graph..

[13]  Thomas J. Overbye,et al.  REDUCING THE RISK OF MAJOR BLACKOUTS THROUGH IMPROVED POWER SYSTEM VISUALIZATION , 2005 .

[14]  Damir Magaš,et al.  Department of Geography , 2012 .

[15]  Michael Batty,et al.  GIS, spatial analysis, and modeling , 2005 .

[16]  Menno-Jan Kraak,et al.  New views on multivariable spatio - temporal data : the space time cube expanded , 2005 .

[17]  Jussi Myllymaki,et al.  Visual exploration of large data sets , 1996, Electronic Imaging.

[18]  Jeff Triplett,et al.  Evaluating distribution system losses using data from deployed AMI and GIS systems , 2010, 2010 IEEE Rural Electric Power Conference (REPC).

[19]  Mo-Yuen Chow,et al.  Exploratory analysis of massive data for distribution fault diagnosis in smart grids , 2009, 2009 IEEE Power & Energy Society General Meeting.

[20]  Mujun Long,et al.  Study on Mathematical Model of Temperature and Stress for Thin Slab in Continuous Casting , 2009, 2009 International Conference on Computational Intelligence and Software Engineering.

[21]  Heidrun Schumann,et al.  3D information visualization for time dependent data on maps , 2005, Ninth International Conference on Information Visualisation (IV'05).

[22]  Thomas J. Overbye,et al.  AN ADVANCED VISUALIZATION PLATFORM FOR REAL-TIME POWER SYSTEM OPERATIONS , 2002 .

[23]  Pak Chung Wong,et al.  A Novel Visualization Technique for Electric Power Grid Analytics , 2009, IEEE Transactions on Visualization and Computer Graphics.

[24]  Thomas J. Overbye Transmission system visualization for the smart grid , 2009, 2009 IEEE/PES Power Systems Conference and Exposition.

[25]  T.J. Overbye,et al.  Visualizations for power system contingency analysis data , 2004, IEEE Transactions on Power Systems.

[26]  Thomas J. Overbye The Role of Power System Visualization in Enhancing Power System Security , 2014 .

[27]  Thomas J. Overbye,et al.  Power system visualization , 2005 .

[28]  Mats Lind,et al.  Evaluating 2D and 3D visualizations of spatiotemporal information , 2010, TAP.

[29]  Hailiang Jin,et al.  Research on Visualization Techniques in Data Mining , 2009, 2009 International Conference on Computational Intelligence and Software Engineering.

[30]  Esa M. Rantanen,et al.  Electric power control center visualization using Geographic Data Views , 2007, 2007 iREP Symposium - Bulk Power System Dynamics and Control - VII. Revitalizing Operational Reliability.

[31]  S S Tulasiram,et al.  A real-time architecture for smart energy management , 2010, 2010 Innovative Smart Grid Technologies (ISGT).