论文标题
互联网数据中心提供的基于高斯的基于高斯的价格曲线构建需求响应
A Gaussian Process-based Price-Amount Curve Construction for Demand Response Provided by Internet Data Centers
论文作者
论文摘要
对于具有Internet数据中心（IDC）的需求响应（DR）计划，估计潜在的DR量如何取决于电力系统确定的DR价格的价格曲线至关重要。构建此曲线的挑战主要是由于IDCS操作的不确定性。因此，提出了一种基于高斯过程回归的新型估计方法。还计算了反映IDC操作不确定性的结果曲线的差异。
For a Demand Response (DR) program with internet data centers (IDC), the Price-Amount curve that estimates how the potential DR amount depends on the DR price determined by power systems is crucial. Constructing this curve is challenging mainly due to the uncertainty in IDCs' operation. A novel Gaussian Process Regression-based estimation method is thus proposed. The variance of resulting curve reflecting the IDC operational uncertainty is also calculated.
