Deep Reinforcement Learning-Based Tie-Line Power Adjustment Method for Power System Operation State Calculation

Operation state calculation (OSC) provides safe operating boundaries for power systems. The operators rely on the software-aid OSC results to dispatch the generators for grid control. Currently, the OSC workload has increased dramatically, as the power grid structure expands rapidly to mitigate rene...

Celý popis

Podrobná bibliografie

Hlavní autoři:	Huating Xu, Zhihong Yu, Qingping Zheng, Jinxiu Hou, Yawei Wei, Zhijian Zhang
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	IEEE 2019-01-01
Edice:	IEEE Access
Témata:	Operation state calculation tie-line power adjustment deep reinforcement learning stepwise training prioritized target replay
On-line přístup:	https://ieeexplore.ieee.org/document/8882242/
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!