Title :
The development of a smart distribution grid testbed for integrated information management systems
Author :
Lu, Ning ; Du, Pengwei ; Paulson, Patrick ; Greitzer, Frank L. ; Guo, Xinxin ; Hadley, Mark
Author_Institution :
Pacific Northwest Nat. Lab., Richland, WA, USA
Abstract :
This paper presents a smart distribution grid testbed to test or compare designs of integrated information management systems (I2MSs). An I2MS extracts and synthesizes information from a wide range of data sources to detect abnormal system behaviors, identify possible causes, assess the system status, and provide grid operators with response suggestions. The objective of the testbed is to provide a modeling environment with sufficient data sources for the I2MS design. The testbed includes five information layers and a physical layer; it generates multi-layer chronological data based on actual measurement playbacks or simulated data sets produced by the physical layer. The testbed models random hardware failures, human errors, extreme weather events, and deliberate tampering attempts to allow users to evaluate the performance of different I2MS designs. Initial results of I2MS performance tests showed that the testbed created a close-to-real-world environment that allowed key performance metrics of the I2MS to be evaluated.
Keywords :
SCADA systems; data integrity; information management; power system simulation; smart power grids; abnormal system behaviors; data sources; extreme weather events; human errors; integrated information management systems; random hardware failures; simulated data sets; smart distribution grid testbed; testbed models; Data models; Detectors; Integrated circuit modeling; Load modeling; Smart grids; Temperature measurement; cyber security; data integrity; distribution networks; information management systems; integrated distribution energy management; interoperability; power grid operation; predictive defense; smart grid; test systems;
Conference_Titel :
Innovative Smart Grid Technologies (ISGT), 2011 IEEE PES
Conference_Location :
Hilton Anaheim, CA
Print_ISBN :
978-1-61284-218-9
Electronic_ISBN :
978-1-61284-219-6
DOI :
10.1109/ISGT.2011.5759156