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山东星枢聚能信息科技有限公司

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№ CN122928467AInvention
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基于情景记忆增强与凸包外推的负荷侧日前申报决策方法

本发明公开了基于情景记忆增强与凸包外推的负荷侧日前申报决策方法，属于电力市场交易决策技术领域。本发明包括：获取申报截止前的信息集并构造时序特征张量；采用双通路时序编码器提取全局时域结构和局部动态特征并融合输出；基于融合输出序列构造检索线索，经模式分离、双键检索和迭代补全得到迭代终止轨迹，经一致性门控得到加权门控轨迹；将融合输出序列与加权门控轨迹解耦合成形态分量和水平分量，当估计水平值超出历史记忆范围时通过可学习外推项修正，投影至申报价格可行域得到决策型报价序列；以决策型报价序列作为申报价，采用可微近似构建耦合损失函数进行端到端训练。本发明实现了负荷侧日前申报决策中结算收益的端到端最大化。

❖山东网聪信息科技有限公司; 山东星枢聚能信息科技有限公司王化宗; 赵勇; 刘保建; 卢嘉斌; 胡旭辉; 陈登营Oct 16, 2026§ 1/10 ClaimsG06Q 30/0601 (2023.01), G06Q 40/04 (2012.01), G06F 18/213 (2023.01) +327