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ADMM-Based Distributed Optimal Dispatch of Integrated Energy System Considering Uncertainties of Source and Load

机译:基于ADMM的分布式最佳调度,考虑到来源和负载的不确定性

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This work proposes a distributed optimization strategy for integrated energy system (IES) based on alternating direction method of multipliers (ADMM). Firstly, uncertain factors from source and load sides are analyzed, and scenario method is utilized to describe their stochastic characteristics. Then, IES optimal scheduling model is established. Next, the principle of ADMM is clarified and aforementioned model is thus reformulated via ADMM to realize the distributed solution for multi-energy complementation. Finally, the effectiveness and feasibility of proposed strategy are verified by the results of case study.
机译:这项工作提出了一种基于乘法器(ADMM)的交替方向方法的集成能量系统(IE)的分布式优化策略。首先,分析来自源和负载侧的不确定因素,利用场景方法来描述其随机特征。然后,建立IES最佳调度模型。接下来,澄清ADMM的原理,因此通过ADMM重新重新制定了上述模型,以实现多能量互补的分布式解决方案。最后,案例研究结果验证了拟议战略的有效性和可行性。

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