Get started
Author

Jiaqi Ruan

Observed names: Jia-Qi Ruan, Jia-qi Ruan, Ruan, Jiaqi
Observed institutions: Hong Kong Polytechnic University, Chinese University of Hong Kong, Shenzhen University, Sichuan University, Chinese University of Hong Kong, Shenzhen, University of Edinburgh
ORCID: 0000-0003-2584-0738
Observed ORCID: 0000-0003-2584-0738
OpenAlex ID: A5078324582
Deep Learning-Based Interval State Estimation of AC Smart Grids Against Sparse Cyber Attacks
2018 · Huaizhi Wang, Jiaqi Ruan, et al. · IEEE Transactions on Industrial Informatics · 246
Dynamic Data Injection Attack Detection of Cyber Physical Power Systems With Uncertainties
2019 · Huaizhi Wang, Jiaqi Ruan, et al. · IEEE Transactions on Industrial Informatics · 119
Deep learning for cybersecurity in smart grids: Review and perspectives
2023 · Jiaqi Ruan, Gaoqi Liang, et al. · Energy Conversion and Economics · 112
PDF
Applying Large Language Models to Power Systems: Potential Security Threats
2024 · Jiaqi Ruan, Gaoqi Liang, et al. · IEEE Transactions on Smart Grid · 105
PDF
Deep learning aided interval state prediction for improving cyber security in energy internet
2019 · Huaizhi Wang, Jiaqi Ruan, et al. · Energy · 74
Time-varying price elasticity of demand estimation for demand-side smart dynamic pricing
2022 · Jiaqi Ruan, Guolong Liu, et al. · Applied Energy · 67
Graph Deep-Learning-Based Retail Dynamic Pricing for Demand Response
2023 · Jiaqi Ruan, Gaoqi Liang, et al. · IEEE Transactions on Smart Grid · 63
On Vulnerability of Renewable Energy Forecasting: Adversarial Learning Attacks
2023 · Jiaqi Ruan, Qihan Wang, et al. · IEEE Transactions on Industrial Informatics · 55
Super-Resolution Perception Assisted Spatiotemporal Graph Deep Learning Against False Data Injection Attacks in Smart Grid
2023 · Jiaqi Ruan, Gang Fan, et al. · IEEE Transactions on Smart Grid · 55
An Inertia-Based Data Recovery Scheme for False Data Injection Attack
2022 · Jiaqi Ruan, Gaoqi Liang, et al. · IEEE Transactions on Industrial Informatics · 48
Towards interdisciplinary integration of electrical engineering and earth science
2024 · Jiaqi Ruan, Zhao Xu, et al. · Nature Reviews Electrical Engineering · 46
PDF
Privacy-Preserving Bi-Level Optimization of Internet Data Centers for Electricity-Carbon Collaborative Demand Response
2024 · Jiaqi Ruan, Yifan Zhu, et al. · IEEE Internet of Things Journal · 35
Optimal Energy Management for Multistack Fuel Cell Vehicles Based on Hybrid Quantum Reinforcement Learning
2025 · Wenzhuo Shi, Xianzhuo Sun, et al. · IEEE Transactions on Transportation Electrification · 29
Deep learning time pattern attention mechanism-based short-term load forecasting method
2023 · Wei Liao, Jiaqi Ruan, et al. · Frontiers in Energy Research · 26
PDF
Assessment of spatiotemporally coordinated cyberattacks on renewable energy forecasting in smart energy system
2023 · Jiaqi Ruan, Chao Yang, et al. · Applied Energy · 22
Price-based low-carbon demand response considering the conduction of carbon emission costs in smart grids
2022 · Chao Yang, Binghao He, et al. · Frontiers in Energy Research · 22
PDF
Customized decentralized autonomous organization based optimal energy management for smart buildings
2024 · Yibo Ding, Xianzhuo Sun, et al. · Applied Energy · 21
Optimization of base operation points of MTDC grid for improving transition smooth
2017 · Saddam Aziz, Hui Jiang, et al. · IEEE Conference on Energy Internet and Energy System Integration (EI2) · 16
Carbon-Aware Demand Response for Residential Smart Buildings
2024 · Jiamin Zou, Sha Liu, et al. · Electronics · 15
PDF
Interval state estimation based defense mechanism against cyber attack on power systems
2017 · Jiaqi Ruan, Huaizhi Wang, et al. · IEEE Conference on Energy Internet and Energy System Integration (EI2) · 15
Meteorological-Electrical Integrated Real-Time Resilience Assessment for Power Systems Based on Deep Learning Methods
2025 · Zhengyang Hu, Zhao Xu, et al. · IEEE Transactions on Smart Grid · 12
Adversarial false data injection attacks on deep learning‐based short‐term wind speed forecasting
2023 · Lei Yang, Gaoshen Liang, et al. · IET Renewable Power Generation · 12
Carbon management for modern power system: An overview
2024 · Yibo Ding, Yugui Liu, et al. · Smart power & energy security. · 10
Robust Universal Adversarial Perturbation Attacks on Renewable Energy Forecasting
2025 · Jiaqi Ruan, Liliang Wang, et al. · IEEE Internet of Things Journal · 9
Human-in-the-Loop Reinforcement Learning Method for Volt/Var Control in Active Distribution Network With Safe Operation Mechanism
2025 · Yuechuan Tao, Zhao Yang Dong, et al. · IEEE Transactions on Sustainable Energy · 7
Works count: 69
Citation count: 1,298
H-index: 17
I10-index: 23
Year
Topic
Type