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Qinglai Guo

Tsinghua University
H-index:58
Citation Count:1.0万
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Coordinated State Estimation of Integrated Electricity and Heating System Based on Thermal Circuit Method for Variable Mass Flow

基于热路法的变质量流量综合电力与热力系统协调状态估计

IEEE Transactions on Smart Grid
IF9.8
2026-10-220
PRE
Xinyu Wang; Guanxiong Yin; Yuan Du; Haotian Zhao; Yixun Xue; Qinglai Guo; Mohammad Shahidehpour; Hongbin Sun
Enhancing Power Grid Model Generation With Large Language Models via Progressive Fine-Tuning

通过渐进式微调利用大型语言模型提升电网模型生成

IEEE Transactions on Power Systems
IF7.2
2026-08-140
PRE
Kaihang Deng; Yanzhen Zhou; Ying Yang; Xu Yang; Wei Dong; Qinglai Guo
Vulnerability of Time-Series AI Detectors to Physics-Informed Poisoning Attacks

时间序列AI检测器对基于物理的投毒攻击的脆弱性

IEEE Transactions on Smart Grid
IF9.8
2026-08-030
PRE
Mingqiu Du; Yanzhen Zhou; Chenhui Lin; Qinglai Guo
Dispatch Strategy Against Typhoon-Induced Wind Farm Cut-Outs Considering Resilience: An Adaptive Robust Stochastic Optimization Approach

考虑韧性的应对台风引发的风电场切出调度策略：一种自适应鲁棒随机优化方法

IEEE Transactions on Power Systems
IF7.2
2026-06-110
PRE
Haitao Xu; Haotian Zhao; Hongbin Sun; Qinglai Guo
Carbon emission responsibility allocation based on optimal flow tracing considering peer-to-peer energy trading

基于最优流追踪的考虑点对点能源交易的碳排放责任分配

Applied Energy
IF11
2026-04-270
PRE
Chongyue Xu; Bin Wang; Haotian Zhao; Qinglai Guo; Hongtai Zeng; Hongbin Sun
Why Shorter Time Steps Induce the Failure Probability Curse in Power Outage Risk Analysis: An Explanation and Solution

为何更短时间步长会引发停电风险分析中的失效概率诅咒：解释与解决方案

IEEE Transactions on Power Systems
IF7.2
2026-04-140
PRE
Jiawei Wang; Qinglai Guo; Hongbin Sun
Hamiltonian Optimal Control-Based Adversarial Training in Deep Reinforcement Learning for Robust Load Frequency Control

基于哈密顿最优控制的深度强化学习中的对抗训练用于鲁棒负荷频率控制

IEEE Transactions on Industrial Informatics
IF9.9
2026-03-010
PRE
Du, Mingqiu; Lin, Chenhui; Lu, Liangyuchen; Deng, Kaihang; Zhou, Yanzhen; Guo, Qinglai
Learning-Accelerated Solution for the Bilinear Optimal Dispatch of Integrated Electricity and Heating Systems

学习加速的集成电力和热力系统双线性最优调度求解方法

IEEE Transactions on Sustainable Energy
IF10
2025-12-180
PRE
Jiachen Zhang; Haotian Zhao; Qinglai Guo
High-Risk Lines Identification Under Manipulation of Demand Attacks

需求操纵攻击下的高风险线路识别

IEEE Transactions on Smart Grid
IF9.8
2025-12-120
PRE
Kang Yan; Qinglai Guo
Real-time proactive control of cascading failures in integrated electricity–gas systems based on a privacy-preserving physics informed deep operator surrogate model

基于隐私保护物理信息深度算子代理模型的集成电-气系统级联故障实时主动控制

Applied Energy
IF11
2025-09-240
PRE
Jiachen Zhang; Qinglai Guo; Yanzhen Zhou; Hongbin Sun
Command verification and cyber-resilience enhancement for an LFC system: A signal-temporal-logic framework

LFC系统的命令验证与网络韧性增强：一种信号时序逻辑框架

International Journal of Electrical Power & Energy Systems
IF5
2025-09-190
PREAI
Shuyu Jia; Jinbo Liu; Qinglai Guo; Hongyang Jin; Yuqian Zhang
Power Grid Model Generation Based on the Tool-Augmented Large Language Model

基于工具增强的大语言模型的电网模型生成

IEEE Transactions on Power Systems
IF7.2
2025-09-110
PRE
Kaihang Deng; Yanzhen Zhou; Hongtai Zeng; Zhengcheng Wang; Qinglai Guo
Providing load flexibility by reshaping power profiles of large language model workloads

通过重塑大型语言模型工作负载的功率曲线来提供负载灵活性

Advances in Applied Energy
IF13.8
2025-07-150
OAAI
Yi Wang; Qinglai Guo; Min Chen
State Estimation for Integrated Energy Systems: Motivations, Advances, and Future Work

综合能源系统状态估计：动机、进展与未来工作

IEEE Transactions on Power Systems
IF7.2
2025-07-010
PRE
Junbo Zhao; Ankur Srivastava; Ye Guo; Dragan Ćetenović; Yuzhang Lin; Victor Levi; Guanxiong Yin; Manyun Huang; Tingting Zhang; Zhigang Li; Yanbo Chen; Antonio G. Exposito; Wen Zhang; Weiye Zheng; Saikat Chakrabarti; Yang Li; Ankush Sharma; Innocent Kamwa; Qinglai Guo; Vladimir Terzija; Lamine Mili
Robustness Certification of Neural Networks for Power System Transient Stability Assessment

神经网络在电力系统暂态稳定性评估中的鲁棒性认证

IEEE Transactions on Power Systems
IF7.2
2025-05-300
PRE
Liangyuchen Lu; Yanzhen Zhou; Hongtai Zeng; Zhengcheng Wang; Hongbin Sun; Qinglai Guo
Preventive Audits for Data Applications Before Data Sharing in the Power IoT
IEEE INTERNET OF THINGS JOURNAL
IF8.9
2025-02-150
PRE
Wang, Bohong; Wang, Yingying; Guo, Qinglai; Lin, Yanxi; Yu, Yang
Short-Term Voltage Stability Assessment Based on Heterogeneous Edge-Integrated Graph Attention Network
IEEE TRANSACTIONS ON POWER SYSTEMS
IF7.2
2025-01-010
PRE
Lv, Zhe; Wang, Bin; Guo, Qinglai; Zhao, Haotian; Wang, Zhengcheng; Sun, Hongbin
Privacy-Preserving and Adaptive Federated Deep Learning for Multiparty Wind Power Forecasting

基于隐私保护和自适应联合深度学习的多方风电功率预测

IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS
IF4.5
2025-01-010
PRE
Wang, Yi; Guo, Qinglai
A Secure Transmission Strategy for Smart Grid Communications Assisted by 5G Base Station
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS
IF4.5
2025-01-010
PRE
Liu, Pei; Zou, Yang; Guo, Qinglai; Ma, Kai; Tian, Nianfeng; Zhang, Yuqian
Electric Vehicles Management in Distribution Network: A Data-Efficient Bi-Level Safe Deep Reinforcement Learning Method
IEEE TRANSACTIONS ON POWER SYSTEMS
IF7.2
2025-01-015
PRE
Yang, Hongrong; Xu, Yinliang; Sun, Hongbin; Guo, Qinglai; Liu, Qiong

Research Directions

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