Unlocking market secrets: Revealing wholesale electricity market price dynamics with a novel application of spectrum analysis

被引:1
|
作者
Maticka, Martin J. [1 ]
Mahmoud, Thair S. [2 ]
机构
[1] Curtin Univ, Minerals & Energy Econ, WASM Minerals Energy & Chem Engn, 78 Murray St, Perth, WA 6000, Australia
[2] Edith Cowan Univ, Sch Engn, 270 Joondalup Dr, Joondalup, WA 6027, Australia
来源
ELECTRICITY JOURNAL | 2023年 / 36卷 / 08期
关键词
Wholesale Electricity Markets; WEM; DER; Western Australia; Spectrum Analysis; Fast Fourier Transform (FFT); SPOT; DEMAND; MODEL; COMPONENTS; POLICY;
D O I
10.1016/j.tej.2023.107330
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Understanding market participants' competitive behaviour is essential for optimising financial performance in liberalised electricity markets. However, this is challenging due to complex market structures, generation dependent on different primary energy sources and lack of transparency. This paper introduces a novel approach using power spectrum analysis applied to wholesale electricity markets to uncover hidden patterns. Applying this novel method to the Western Australian Wholesale Electricity Market (WEM) revealed periodic cycles in different fuel types and technologies that offered insights into competitor behaviour not immediately evident in the dataset. Surprisingly, the approach uncovered that in a power system with high penetration of renewable generation, there is a weak price response to demand changes, challenging assumptions about the direct link between demand and price formation. These insights could be applied gain a competitive edge in capital investment decisions and tactical bidding behaviour.
引用
收藏
页数:22
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