Electricity price modeling from the perspective of start-up costs: incorporating renewable resources in non-convex markets

Presley K. Wesseh, Jiaying Chen, Boqiang Lin
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引用次数: 1

Abstract

This paper constructs a comprehensive electricity market model in the context of China, highlighting the deviation caused by neglecting start-up costs from an engineering perspective. The model allows for the abandonment of excess wind and solar power generation, contributing to the achievement of research objectives in scenarios with a high proportion of renewable energy. Our method innovatively integrates fuel and carbon prices, clean energy expansion, and power system marginal prices according to the carbon trading rules of the Chinese power industry, providing a more accurate representation of market dynamics. Findings reveal that neglecting start-up costs can lead to significant biases in electricity prices. We demonstrate that the marginal price sometimes deviates from the fluctuation of the real value. While fuel and CO2 prices can be transmitted downstream, the value of new energy must be transmitted through its impact on the marginal unit. This insight is crucial for understanding the “missing money” problem in electricity markets. Based on these findings, we propose policy recommendations. We suggest considering fixed and average costs as pricing benchmarks and utilizing capacity utilization as a signal for demand response to adjust power pricing. Furthermore, we recommend trading different energy types separately in the spot market with different pricing benchmarks to ensure the homogeneity of marginal units.
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启动成本视角下的电价建模:在非凸市场中纳入可再生资源
本文以中国为背景构建了一个全面的电力市场模型,从工程角度突出了由于忽略启动成本而产生的偏差。该模型允许放弃多余的风能和太阳能发电,有助于在可再生能源比例较高的情况下实现研究目标。我们的方法创新地将燃料和碳价格、清洁能源扩张和电力系统边际价格结合起来,根据中国电力行业的碳交易规则,更准确地反映了市场动态。研究结果表明,忽略启动成本会导致电价的显著偏差。我们证明了边际价格有时会偏离实际价值的波动。虽然燃料和二氧化碳的价格可以向下传递,但新能源的价值必须通过其对边际单位的影响来传递。这种见解对于理解电力市场的“缺钱”问题至关重要。基于这些发现,我们提出了政策建议。我们建议考虑固定成本和平均成本作为定价基准,并利用产能利用率作为需求响应的信号来调整电价。此外,我们建议在现货市场上对不同能源类型进行单独交易,并采用不同的定价基准,以确保边际单位的同质性。
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