整合本地电力市场与级联批发市场的投标策略(附matlab代码)

上传者: 44209907 | 上传时间: 2024-05-19 21:53:07 | 文件大小: 12.94MB | 文件类型: RAR
本地电力市场是在分配层面促进可再生能源的效率和使用的一种有前景的理念。然而,作为一个新概念,如何设计和将这些本地市场整合到现有市场结构中,并从中获得最大利润仍然不清楚。在本文中,我们提出了一个本地市场机制,其中最终用户(消费者、小型生产者和能源生产者)之间进行能源交易。由于本地市场可能存在流动性不足的情况,该机制假设最终用户通过与具有批发市场接入权限的聚合器/零售商的双边合同来满足其能源需求。本地市场中允许的竞标和报价受到电价补贴和聚合器收费的限制,以确保最终用户最多能够以预期成本获得能源,而不考虑本地市场的情况。该问题被建模为一个多主单随从的双层优化问题,其中上层定义了代理商利润的最大化,而下层则最大化了本地市场中的能源交易。由于问题的复杂性和最终用户信息的不完全,我们倡导使用进化计算,这是人工智能的一个分支,已成功应用于各种优化问题。

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