基于多重分形理论的新电力市场交易风险评估

Guang Tian, Yang Yang, Beifang Xu
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引用次数: 0

摘要

电力市场参与者过于关注自身利益,使得电力市场交易风险日益严重。在风险分析过程中,主要采用单一分形理论观察电价波动特征,忽略了电价波动的季节性特征,导致风险评估结果的平均偏差较大。为此,提出了一种新的基于多重分形理论的交易风险评估方法。分析了电力市场交易的主要环节,界定了新的电力市场交易模式,确定了交易风险的来源。本文运用多重分形理论,在各种影响因素的基础上,得出了电价波动的特征。结合回归区间分析法计算电价波动引起的电力市场交易风险值。实验结果表明,采用该方法计算的风险评价结果的平均偏差为10.25元(MW h)-1,满足风险评价要求。该方法反映市场风险,为后续风险管理提供依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Transaction Risk Assessment of New Electricity Market Based on Multi-fractal Theory
The participants in the electricity market pay too much attention to their interests, which makes the transaction risk in the electricity market more and more serious. In the risk analysis process, the single fractal theory is mainly used to observe the characteristics of electricity price fluctuations, which ignores the seasonal characteristics of electricity price fluctuations, resulting in a sizeable average deviation of risk assessment results. Therefore, a new transaction risk assessment method based on multi-fractal theory is proposed. This paper analyzes the main links of electricity market transactions, defines the new electricity market transaction mode, and determines the source of transaction risks. Relying on the multi-fractal theory, this paper obtains the characteristics of electricity price fluctuation based on various influencing factors. It calculates the transaction risk value of the electricity market caused by electricity price fluctuation by combining the regression interval analysis method. The experimental results show that the average deviation of the risk assessment results calculated by the proposed method is 10.25 yuan (MW h)-1, which meets the risk assessment requirements. This method reflects the market risk and provides a basis for follow-up risk management.
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