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For a Demand Response (DR) program with internet data centers (IDC), thePrice-Amount curve that estimates how the potential DR amount depends on the DRprice determined by power systems is crucial. Constructing this curve ischallenging mainly due to the uncertainty in IDCs' operation. A novel GaussianProcess Regression-based estimation method is thus proposed. The variance ofresulting curve reflecting the IDC operational uncertainty is also calculated.

A Gaussian Process-based Price-Amount Curve Construction for Demand Response Provided by Internet Data Centers