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首页> 外文期刊>Industrial Informatics, IEEE Transactions on >Decision Trees-Aided Active Power Reduction of a Virtual Power Plant for Power System Over-Frequency Mitigation
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Decision Trees-Aided Active Power Reduction of a Virtual Power Plant for Power System Over-Frequency Mitigation

机译：决策树辅助的虚拟电厂的有功功率减少，以减轻电力系统的过频

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摘要

The incorporation of distributed generation (DG) under the virtual power plant (VPP) paradigm allows the coherent central control, and the coordinated market integration of several and widely dispersed electric power sources. That way, VPPs can participate in frequency control by regulating in a coordinated manner their output power for the sake of system stability. This study analyzes a decision tree (DT)-based methodology that dispatches a requested reduction of active power within a VPP (among the sources it consists of), so as to support the mitigation of over-frequency. The presented control con-cept finds its application concerning grid support in case of over-frequency, and is also meant as a response to related reports and studies asking for the increased contribution of DG to overcome such phenomena.
机译：在虚拟电厂（VPP）范式下并入分布式发电（DG）可以实现一致的中央控制，并可以协调多种分散广泛的电源的市场整合。这样，VPP可以通过协调方式调节其输出功率来参与频率控制，以达到系统稳定的目的。这项研究分析了基于决策树（DT）的方法，该方法在VPP内（在其组成的源中）分配了要求的有功功率降低，以支持缓解过频。提出的控制概念可用于超频情况下的电网支持，也可作为对相关报告和研究的回应，要求增加DG的贡献来克服这种现象。

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