解开市场秘密:用频谱分析的新应用揭示批发电力市场价格动态

Q1 Social Sciences
Martin J. Maticka , Thair S. Mahmoud
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引用次数: 0

摘要

了解市场参与者的竞争行为对于优化自由化电力市场的财务表现至关重要。然而,由于复杂的市场结构、依赖不同一次能源的发电以及缺乏透明度,这是一项挑战。本文介绍了一种将功率谱分析应用于批发电力市场以揭示隐藏模式的新方法。将这种新方法应用于西澳大利亚批发电力市场(WEM),揭示了不同燃料类型和技术的周期性循环,为数据集中没有立即显现的竞争对手行为提供了见解。令人惊讶的是,该方法发现,在可再生能源发电渗透率高的电力系统中,价格对需求变化的反应较弱,这挑战了关于需求和价格形成之间直接联系的假设。这些见解可以用于在资本投资决策和战术投标行为中获得竞争优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Unlocking market secrets: Revealing wholesale electricity market price dynamics with a novel application of spectrum analysis

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.

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来源期刊
Electricity Journal
Electricity Journal Business, Management and Accounting-Business and International Management
CiteScore
5.80
自引率
0.00%
发文量
95
审稿时长
31 days
期刊介绍: The Electricity Journal is the leading journal in electric power policy. The journal deals primarily with fuel diversity and the energy mix needed for optimal energy market performance, and therefore covers the full spectrum of energy, from coal, nuclear, natural gas and oil, to renewable energy sources including hydro, solar, geothermal and wind power. Recently, the journal has been publishing in emerging areas including energy storage, microgrid strategies, dynamic pricing, cyber security, climate change, cap and trade, distributed generation, net metering, transmission and generation market dynamics. The Electricity Journal aims to bring together the most thoughtful and influential thinkers globally from across industry, practitioners, government, policymakers and academia. The Editorial Advisory Board is comprised of electric industry thought leaders who have served as regulators, consultants, litigators, and market advocates. Their collective experience helps ensure that the most relevant and thought-provoking issues are presented to our readers, and helps navigate the emerging shape and design of the electricity/energy industry.
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