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Auction simulation of electricity markets based on coevolutionary approach

机译:基于协同进化方法的电力市场拍卖模拟

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The Coevolutionary approach is applied to research of Genco bidding strategy and market behavior of Uniform Price and PAB auction mechanisms under different demand side response conditions with multi-capacity simultaneous auction model. The simulation results show that the convergence manners of market price under both mechanisms are different, the market price under Uniform Price mechanism is basically converged and exists a little fluctuation, market price under PAB mechanism exists obvious periodicity oscillation and is a little higher than Uniform Price mechanism, so the payment to generation companies is larger. At the aspect of bidding strategies, Gencos under both mechanisms all have the propensity to bid higher price deviating from cost, Gencos will take different bidding strategies under different auction mechanisms, there exists certain market power. Comparing with other methods, it's found that the simulation results based on co-operative evolutionary approach could reflect some potential problems in electricity market.
机译:运用协同进化方法,研究了多容量同时拍卖模型在不同需求侧响应条件下,Genco的报价策略,统一价格和PAB拍卖机制的市场行为。仿真结果表明,两种机制下市场价格的收敛方式不同,统一价格机制下的市场价格基本收敛,并存在一定的波动,PAB机制下的市场价格存在明显的周期性振荡,并比统一价格高出一点。机制,因此向发电公司支付的费用更大。在竞价策略方面,Gencos在这两种机制下都倾向于以高于成本的价格竞价,Gencos在不同的拍卖机制下会采取不同的竞价策略,存在一定的市场力量。与其他方法相比,发现基于合作进化方法的仿真结果可以反映出电力市场中的一些潜在问题。

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