Huazhong University of Science and Technology（华中科技大学）

QSTAformer: A Quantum-Enhanced Transformer for Robust Short-Term Voltage Stability Assessment against Adversarial Attacks

QSTAformer: 一种增强型变压器用于对抗攻击下的短期电压稳定性评估

Yang Li, Chong Ma, Yuanzheng Li, Sen Li, Yanbo Chen, Zhaoyang Dong

机构 * School of Electrical Engineering, Northeast Electric Power University（东北电力大学电气工程学院） ； State Grid Shandong Electric Power Company Jiaozhou Power Supply Company（山东电网济南供电分公司） ； School of Artificial Intelligence and Automation, Huazhong University of Science and Technology（华中科技大学人工智能与自动化学院） ； Department of Civil and Environmental Engineering, The Hong Kong University of Science and Technology（香港科技大学土木与环境工程系） ； State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, School of Electrical & Electronic Engineering, North China Electric Power University（可再生能源电力系统国家重点实验室，华北电力大学电气与电子工程学院） ； Department of Electrical Engineering, City University of Hong Kong（香港城市大学电气工程系） 纠错

AI总结 QSTAformer通过整合参数化量子电路的增强型变压器架构，提升对抗攻击下的短期电压稳定性评估的鲁棒性和效率。

Comments 15 pages, 12 figures. Accepted by Applied Energy