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Risk assessment of integrated electricity and heat system with independent energy operators based on Stackelberg game

机译:基于Stackelberg博弈的具有独立能源运营商的综合电热系统风险评估

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摘要

The Integrated Electricity and Heat System (IEHS) is recognized as an important trend to develop a more clean and efficient energy system. As electricity and heat systems of IEHS can be managed by different energy operators in practice, it is a new challenge that how to coordinate these independent operators under contingencies. This paper proposes a novel risk assessment method for IEHS with independent electricity system operator (ESO) and heat system operator (HSO) based on game theory. Firstly, we present a Stackelberg game model to coordinate the post-contingency dispatch of ESO and HSO, thereby reducing the economic loss of entire IEHS under contingencies. Then, an efficient solution algorithm of the bi-level game model is developed based on Karush-Kuhn-Tucker optimality conditions, strong duality theory and second-order cone relaxation. Furthermore, the novel risk indices are proposed to comprehensively depict the risk of entire IEHS and benefits of each operator, and the risk assessment procedures are developed based on Monte Carlo simulation. Case studies were conducted on an IEHS test case, and numerical results demonstrate the proposed method can effectively reduce both the risk of entire IEHS and the expected cost of operators.
机译:综合电力和热力系统(IEHS)被认为是发展更加清洁和高效的能源系统的重要趋势。由于IEHS的电力和供热系统实际上可以由不同的能源运营商进行管理,因此如何在突发情况下协调这些独立的运营商是一个新的挑战。提出了一种基于博弈论的独立电力系统运营商(ESO)和热系统运营商(HSO)的IEHS风险评估新方法。首先,我们提出了一个Stackelberg博弈模型来协调ESO和HSO的事后调度,从而减少了突发事件下整个IEHS的经济损失。然后,基于Karush-Kuhn-Tucker最优性条件,强对偶理论和二阶锥松弛,开发了一种双层博弈模型的有效求解算法。此外,提出了新颖的风险指数以全面描述整个IEHS的风险和每个运营商的收益,并基于蒙特卡洛模拟法开发了风险评估程序。对IEHS测试用例进行了案例研究,数值结果表明,该方法可以有效降低整个IEHS的风险和运营商的预期成本。

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