Power Grid Data Analysis with R and Hadoop

Book · Wed Jan 01 00:00:00 EST 2014

OSTI ID:1121009

Hafen, Ryan P.; Gibson, Tara D.; Kleese van Dam, Kerstin; Critchlow, Terence J.

This book chapter presents an approach to analysis of large-scale time-series sensor information based on our experience with power grid data. We use the R-Hadoop Integrated Programming Environment (RHIPE) to analyze a 2TB data set and present code and results for this analysis.

• Research Organization: Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
• Sponsoring Organization: USDOE
• DOE Contract Number: AC05-76RL01830
• OSTI ID: 1121009
• Report Number(s): PNNL-SA-89931
• Resource Relation: Related Information: Data Mining Applications with R, 1-34
• Country of Publication: United States
• Language: English