3
Applications of Artificial Intelligence Methods for Energy

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Wednesday, 5 February 2014: 8:30 AM-10:00 AM
Room C204 (The Georgia World Congress Center )
Hosts: (Joint between the 12th Conference on Artificial and Computational Intelligence and its Applications to the Environmental Sciences; and the Fifth Conference on Weather, Climate, and the New Energy Economy )
Cochairs:  Sue Ellen Haupt, Research Applications Laboratory, NCAR, Boulder, CO and Brian DAgostino, Sempra Energy, San Diego, CA
Papers:
  8:30 AM
J3.1
Smart Cloud Detection System for Intra-hour Solar Irradiance Forecasts (Invited Presentation)
Y. Chu, University of California, La Jolla, CA; and L. Nonnemacher, R. Inman, Z. Liao, H. T. C. Pedro, and C. F. M. Coimbra
Recorded Presentation

  8:45 AM
J3.2
A multi-scale solar energy forecast platform based on machine-learned adaptive combination of expert systems
Siyuan Lu, IBM T. J. Watson Research Center, Yorktown Heights, NY; and J. Lenchner, G. J. Tesauro, C. M. Corcoran, F. J. Marianno, J. Zhang, B. M. Hodge, E. Campos, and H. F. Hamann
Recorded Presentation

  9:00 AM
J3.3
Using AI to integrate weather into electrical and natural gas load forecasts
John K. Williams, NCAR, Boulder, CO; and G. Wiener, W. Myers, S. E. Haupt, T. Brummet, S. Dettling, S. Linden, and J. M. Pearson
Recorded Presentation

  9:15 AM
J3.4
Consensus Forecasting of Global Horizontal Irradiance
William Myers, NCAR/RAL, Boulder, CO
Recorded Presentation Manuscript (68.9 kB)

  9:30 AM
J3.5
Short Term Solar Radiation Forecasts Using Weather Regime Dependent Artificial Intelligence Techniques
Tyler C. McCandless, NCAR, Boulder, CO; and S. E. Haupt and G. S. Young
Recorded Presentation Manuscript (1.6 MB)

  9:45 AM
J3.6
Development of Clear sky models for solar energy using Machine Learning
Guido Cervone, Pennsylvania State University, University Park, PA; and J. Lin, T. C. McCandless, and S. Haupt
Recorded Presentation

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