Forecasting loads and prices for New England market

D. Gaushell
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引用次数: 2

Abstract

Summary form only given, as follows. Generators, utilities, energy traders and large energy users all share a common need for accurate forecasts of load and price at the major energy markets, in order to maximize profits and minimize risk due to price spikes. Examples of impact of price spikes at ISO-NE are given. This paper provides an overview of current forecasting technologies; techniques for selecting forecast variables; locations of public and private weather sources; and definitions and measurements of average forecast accuracy, directional forecast accuracy, and price spikes. Forecasting results are provided for ISO-NE load and energy clearing price, as well as the New England bilateral market price. Seasonal variations in forecasts are also discussed.
预测新英格兰市场的负荷和价格
仅给出摘要形式,如下。发电企业、公用事业公司、能源交易商和大型能源用户都有一个共同的需求,即对主要能源市场的负荷和价格进行准确预测,以实现利润最大化,并将价格飙升带来的风险降至最低。给出了ISO-NE价格飙升影响的例子。本文概述了目前的预测技术;选择预测变量的技术;公共和私人天气来源的位置;以及平均预测准确性,定向预测准确性和价格峰值的定义和测量。给出了ISO-NE负荷、能源出清价格以及新英格兰双边市场价格的预测结果。还讨论了预报的季节变化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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