Homepage of Chandrika Kamath

 WindSENSE publications:

• C. Kamath and Y. J. Fan, "Using Data Mining to Enable Integration of Wind Resources on the Power Grid," Statistical Analysis and Data Mining, Volume 5, Issue 5, October 2012, pp 410-427.

• J. Manobianco, E. J. Natenberg, K. Waight, G. Van Knowe, J. Zack, D. Hanley, C. Kamath, “Limited area model-based data impact studies to improve short-range wind power forecasting,”  16th Symposium on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS), AMS Annual Meeting, New Orleans, LA, January 2012. [pdf]
  

• C. Kamath, "WindSENSE Project Summary: FY2009-2011," LLNL Technical Report, LLNL-TR-501376, September 2011. [pdf]

• J. Zack, E. J. Natenberg, G. V. Knowe, K. Waight, J. Manobianco, D. Hanley, C. Kamath, Observing System Simulation Experiments (OSSEs) for the mid-Columbia Basin,” LLNL Technical Report LLNL-TR-499162, September 2011. [pdf]

• J. Zack, E. J. Natenberg, G. V. Knowe, J. Manobianco, K. Waight, D. Hanley, C. Kamath, “Use of data denial experiments to evaluate ESA forecast sensitivity patterns,” LLNL technical Report, LLNL-TR-499166, September 2011. [pdf]

• M. Ndoye and C. Kamath, “Pattern analysis in wind power time series – early results,” poster, Conference on Intelligent Data Understanding, Mountain View, October 2011.

• C. Kamath, "Associating Weather Conditions with Ramp Events in Wind Power Generation," 2011 IEEE PES Power Systems Conference & Exposition,  Phoenix, Arizona, March 20 - 23, 2011.[pdf]

• E. J. Natenberg, S. Young, G. Van Knowe, J. Zack, J. Manobianco, C. Kamath, "Observational Targeting Using Ensemble Sensitivity Analysis to Improve Short-Term Wind Power Forecasting in the Mid-Columbia Basin,"  Second Conference on Weather, Climate, and the New Energy Economy, AMS Annual Meeting, Seattle, January 23-27, 2011 LLNL-ABS-448126 [pdf]
  

• J. Zack, E. J. Natenberg, S. Young, G. V. Knowe, K. Waight, J. Manobianco, and C. Kamath, "Application of ensemble sensitivity analysis to observation targeting for short term wind speed forecasting in the Tehachapi region winter season," LLNL Technical Report LLNL-TR-460956, October 2010. [pdf]
  

• J. Zack, E. J. Natenberg, S. Young, G. V. Knowe, K. Waight,J. Manobianco, and C. Kamath, "Application of ensemble sensitivity analysis to observation targeting for short term wind speed forecasting in the Washington-Oregon region,"LLNL Technical Report LLNL-TR-458086, October 2010. [pdf]

•  E. J. Natenberg, J. Zack,S. Young, J. Manobianco, and C. Kamath, " A new approach using targeted observations to improve short term wind power forecasts, " AWEA WindPower 2010 Conference and Exhibition, Dallas, TX, May 2010. [pdf] 

• J. Zack, E. J. Natenberg, S. Young, J. Manobianco, and C. Kamath, ""Application of ensemble sensitivity analysis to observational targeting for short term wind speed forecasting,"LLNL Technical Report LLNL-TR-424442, February, 2010. [pdf]
  

• C. Kamath, "Using simple statistical analysis of historical data to understand wind ramp events," LLNL Technical report LLNL-TR-423242, February 2010 [pdf - 10 MB file]

• E. J. Natenberg, J. Zack, S. Young, R. Torn, J. Manobianco, and C. Kamath, ""Application of ensemble sensitivity analysis to observational targeting for wind power forecasting," 14th Symposium on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS), AMS Annual Meeting, Atlanta, January, 2010 [pdf].

• C. Kamath, "Understanding wind ramp events through analysis of historical data," IEEE PES Transmission and Distribution Conference, New Orleans, April 2010. [pdf]