Equilibrium price in intraday electricity markets
We formulate an equilibrium model of intraday trading in electricity markets. Agents face balancing constraints between their customers consumption plus intraday sales and their production plus intraday purchases. They have continuously updated forecast of their customers consumption at maturity. Fo...
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Published in | Mathematical finance Vol. 32; no. 2; pp. 517 - 554 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
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Oxford
Blackwell Publishing Ltd
01.04.2022
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Abstract | We formulate an equilibrium model of intraday trading in electricity markets. Agents face balancing constraints between their customers consumption plus intraday sales and their production plus intraday purchases. They have continuously updated forecast of their customers consumption at maturity. Forecasts are prone to idiosyncratic noise and common noise (weather). Agents production capacities are subject to independent random outages, which are each modeled by a Markov chain. The equilibrium price is defined as the price that minimizes trading cost plus imbalance cost of each agent and satisfies the usual market clearing condition. Existence and uniqueness of the equilibrium are proved, and we show that the equilibrium price and the optimal trading strategies are martingales. The main economic insights are the following: (i) when there is no uncertainty on generation, it is shown that the market price is a convex combination of forecasted marginal cost of each agent, with deterministic weights. Furthermore, the equilibrium market price is consistent with Almgren and Chriss's model, and we identify the fundamental part and the permanent market impact. It turns out that heterogeneity across agents is a necessary condition for Samuelson's effect to hold. We show that when heterogeneity lies only on costs, Samuelson's effect holds true. A similar result stands when heterogeneity lies only on market access quality. (ii) When there is production uncertainty only, we provide an approximation of the equilibrium for large number of players. The resulting price exhibits increasing volatility with time. |
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AbstractList | We formulate an equilibrium model of intraday trading in electricity markets. Agents face balancing constraints between their customers consumption plus intraday sales and their production plus intraday purchases. They have continuously updated forecast of their customers consumption at maturity. Forecasts are prone to idiosyncratic noise and common noise (weather). Agents production capacities are subject to independent random outages, which are each modeled by a Markov chain. The equilibrium price is defined as the price that minimizes trading cost plus imbalance cost of each agent and satisfies the usual market clearing condition. Existence and uniqueness of the equilibrium are proved, and we show that the equilibrium price and the optimal trading strategies are martingales. The main economic insights are the following: (i) when there is no uncertainty on generation, it is shown that the market price is a convex combination of forecasted marginal cost of each agent, with deterministic weights. Furthermore, the equilibrium market price is consistent with Almgren and Chriss's model, and we identify the fundamental part and the permanent market impact. It turns out that heterogeneity across agents is a necessary condition for Samuelson's effect to hold. We show that when heterogeneity lies only on costs, Samuelson's effect holds true. A similar result stands when heterogeneity lies only on market access quality. (ii) When there is production uncertainty only, we provide an approximation of the equilibrium for large number of players. The resulting price exhibits increasing volatility with time. We formulate an equilibrium model of intraday trading in electricity markets. Agents face balancing constraints between their customers consumption plus intraday sales and their production plus intraday purchases. They have continuously updated forecast of their customers consumption at maturity. Forecasts are prone to idiosyncratic noise and common noise (weather). Agents production capacities are subject to independent random outages, which are each modeled by a Markov chain. The equilibrium price is defined as the price that minimizes trading cost plus imbalance cost of each agent and satisfies the usual market clearing condition. Existence and uniqueness of the equilibrium are proved, and we show that the equilibrium price and the optimal trading strategies are martingales. The main economic insights are the following: (i) when there is no uncertainty on generation, it is shown that the market price is a convex combination of forecasted marginal cost of each agent, with deterministic weights. Furthermore, the equilibrium market price is consistent with Almgren and Chriss's model, and we identify the fundamental part and the permanent market impact. It turns out that heterogeneity across agents is a necessary condition for Samuelson's effect to hold. We show that when heterogeneity lies only on costs, Samuelson's effect holds true. A similar result stands when heterogeneity lies only on market access quality. (ii) When there is production uncertainty only, we provide an approximation of the equilibrium for large number of players. The resulting price exhibits increasing volatility with time. |
Author | Cosso, Andrea Pham, Huyên Aid, René |
Author_xml | – sequence: 1 givenname: René surname: Aid fullname: Aid, René organization: Université Paris Dauphine, PSL Research University – sequence: 2 givenname: Andrea orcidid: 0000-0001-6020-0213 surname: Cosso fullname: Cosso, Andrea email: andrea.cosso@unibo.it organization: University of Bologna – sequence: 3 givenname: Huyên surname: Pham fullname: Pham, Huyên organization: Université de Paris |
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Cites_doi | 10.1002/fut.3990050305 10.1137/16M1093069 10.1007/s11579-015-0150-8 10.1002/(SICI)1096-9934(199610)16:7<809::AID-FUT5>3.0.CO;2-S 10.1016/j.jbankfin.2007.06.011 10.1214/07-PS121 10.1142/S0219024920500272 10.1016/j.eneco.2017.03.002 10.1016/j.ijforecast.2013.07.004 10.1002/fut.22128 10.21314/JOR.2001.041 10.1086/296630 10.1016/j.spa.2013.12.005 10.1111/0022-1082.00248 10.2307/2297415 10.1111/0022-1082.00233 10.1016/j.eneco.2016.08.009 10.3905/jod.1996.407967 |
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SubjectTerms | Consumption coupled forward–backward SDE with jumps Customers Economic forecasting Electricity Energy industry Equilibrium Equilibrium methods equilibrium model Heterogeneity intraday electricity markets Market prices Markov chains martingale optimality principle Martingales Mathematical models Sales Samuelson's effect Trading |
Title | Equilibrium price in intraday electricity markets |
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