基于小波分析的电价波动分析

Hua Zheng, Li Xie, Lizi Zhang
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引用次数: 4

摘要

在电力市场中,各种市场风险一直是市场参与者必须面对和处理的主要问题,包括操作风险、信用分析风险、价格风险等。在这些风险中,价格风险是一个基本问题,因为电价的集中位置和价格对市场参与者的利益影响很大。为了解决这一问题,我们对电价的讨论和分析几乎集中在波动性分析上,本文提出了小波变换。根据小波分析,将电价序列展开为其在不同尺度上正交的小波序列。重构价格成分序列,对原价格进行合理解释,以此识别价格波动并分析其机制。最后利用新南威尔士州电力市场的实际数据对所提出的模型进行了验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Volatility analysis on electricity price by Wavelet Analysis
In the electricity market, various market risks have been the main problems that the market participants have to face with and handle, including operational risk, credit analysis, price risk and so on. Among these risks, price risk is one of the basic problems according to the centralization location of electricity prices and their great influence on the benefits of the market participants. To solve this problem, our discussion and analysis of electricity price will almost focus on the volatility analysis, which is proposed by wavelet transformation in this paper. According to wavelet analysis, electricity price series is expanded to its wavelet series, which in different scales are orthogonal. And reconstruct price component series give a proper interpretation of the original price, by using which we identify price volatility and analyze on its mechanism. Finally the real data in New South Wales electricity market are applied to test the proposed model.
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