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一种考虑负荷和天然气价格影响的电价模型。

An electricity price model with consideration to load and gas price effects.

作者信息

Huang Min-xiang, Tao Xiao-hu, Han Zhen-xiang

机构信息

College of Electrical Engineering, Zhejiang University,Hangzhou 310027,China.

出版信息

J Zhejiang Univ Sci. 2003 Nov-Dec;4(6):666-71. doi: 10.1631/jzus.2003.0666.

Abstract

Some characteristics of the electricity load and prices are studied, and the relationship between electricity prices and gas (fuel) prices is analyzed in this paper. Because electricity prices are strongly dependent on load and gas prices, the authors constructed a model for electricity prices based on the effects of these two factors; and used the Geometric Mean Reversion Brownian Motion (GMRBM) model to describe the electricity load process, and a Geometric Brownian Motion(GBM) model to describe the gas prices; deduced the price stochastic process model based on the above load model and gas price model. This paper also presents methods for parameters estimation, and proposes some methods to solve the model.

摘要

本文研究了电力负荷和价格的一些特性,并分析了电价与天然气(燃料)价格之间的关系。由于电价强烈依赖于负荷和天然气价格,作者基于这两个因素的影响构建了一个电价模型;使用几何均值回复布朗运动(GMRBM)模型来描述电力负荷过程,并用几何布朗运动(GBM)模型来描述天然气价格;基于上述负荷模型和天然气价格模型推导了价格随机过程模型。本文还给出了参数估计方法,并提出了一些求解该模型的方法。

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