消费者策略行为模型对电力市场均衡影响的研究

Mehdi Tavakkoli, S. Fattaheian‐Dehkordi, M. Pourakbari‐Kasmaei, N. Hatziargyriou, M. Liski, M. Lehtonen
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引用次数: 0

摘要

本文提出了一个广义纳什均衡模型的公式,该模型包含了一些消费者的战略出价,这些消费者分别能够在日前和平衡市场上提供储备和平衡服务。采用双层优化规划对电力市场中的策略竞价进行建模,其中上层(UL)以消费者的电力成本最小,下层(LL)以市场出清过程中的能源和储备成本共同优化。利用强对偶定理,将原双层模型转化为具有平衡约束的等效单层数学问题。所有mpec的联合问题,每个消费者一个,构成一个均衡约束的均衡问题(EPEC)。最后,将所得的EPEC表述为一个辅助混合整数线性规划问题。为此,采用精确线性化技术和Fortuny-Amat变换来代替非线性项和互补条件。此外,利用参数化技术代替了EPEC问题中出现的强对偶方程的对偶变量。本部分还采用对角化方法作为事后分析,对所得MILP的解进行验证。最后,以一个3总线的示例和IEEE RTS 24总线系统和118总线系统为例,研究了该方法的性能。
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Investigating How the Equilibria of the Electricity Market are Affected by Modeling the Strategic Behavior of Consumers
– The paper proposes a formulation for a generalized Nash equilibrium model which incorporates the strategic biddings of some consumers capable of providing reserve and balancing services in the day-ahead and balancing markets, respectively. The strategic bidding in the electricity market is modelled using a bilevel optimization programming, where the electricity cost of consumers is minimized at the upper level (UL), and the energy and reserve costs in the market clearing process are co-optimized at the lower level (LL). By means of the strong duality theorem, the original bilevel model is transformed into an equivalent single-level mathematical problem with equilibrium constraints (MPEC). The joint problem of all MPECs, one per consumer, constitutes an equilibrium problem with equilibrium constraints (EPEC). The resulting EPEC is finally formulated as an auxiliary mixed-integer linear programming (MILP) problem. To this end, an exact linearization technique and Fortuny-Amat transformation are adopted to substitute the nonlinear terms and the complementarity conditions. In addition, a parametrization technique is used to replace the dual variable associated with the strong duality equation which appears in the EPEC problem. The diagonalization method is also adopted in this part as an ex-post analysis to verify the obtained solutions of the resulted MILP. Finally, a 3-bus illustrative example and the IEEE RTS 24-Bus System and 118-Bus System are considered to investigate the performance of the proposed approach.
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来源期刊
International Review of Electrical Engineering-Iree
International Review of Electrical Engineering-Iree 工程技术-工程:电子与电气
CiteScore
3.30
自引率
0.00%
发文量
31
审稿时长
4 months
期刊介绍: The International Review of Electrical Engineering (IREE) is a peer-reviewed journal that publishes original theoretical and applied papers on all aspects of electrical engineering. The topics to be covered include, but are not limited to: instrumentations and measurements, power devices, energy conversion, mathematical modelling, electrical machines, power electronics and its applications (power electronics applications for home, aerospace, automotive, lighting systems and so on), signal processing, diagnostics, reliability, dependability safety and electromagnetic compatibility, power generation, transmission, and distribution, power system planning and control, network harmonics, power quality, optimization techniques, fault location and analysis, distributed generation, co-generation, renewable energy sources, energy management systems, applications of expert systems, electric and hybrid vehicles, vehicular technology, magnetic fields, theory and modelling of magnetic materials, nanotechnology, plasma engineering, quantum brownian motors, sensors and actuators, electrical circuits, teaching and continuous education, related topics. IREE also publishes letters to the Editor and research notes which discuss new research, or research in progress in any of the above thematic areas.
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