阮嘉祺 博士，特聘副研究员，引进人才
专业：电气工程，电力系统及其自动化
研究方向：智能电网、人工智能、信息物理系统安全分析、气候韧性、风险管理、需求侧管理
研究团队：含混合能源的电力系统调度控制及信息处理团队
地址：成都市一环路南一段24号四川大学东风楼6橦104
邮编：610065
电子邮箱：jiaqiruan@scu.edu.cn
个人简介：
阮嘉祺，香港中文大学博士（深圳校区）(博士导师：赵俊华教授)，香港理工大学杰出博士后(博后导师：许昭教授)，四川大学特聘副研究员。长期从事智能电网、人工智能、信息物理系统安全分析、气候韧性、风险管理、需求侧管理等领域的研究工作。以第一/通讯作者身份在Nature子刊（Nature Reviews Electrical Engineering）、IEEE Transactions on Smart Grid、IEEE Transactions on Industrial Informatics、IEEE Internet of Things Jounral、Applied Energy等国际知名期刊发表论文18篇，共计发表SCI/EI论文30余篇，谷歌学术引用700余次，h-index为13。获得最佳论文奖（Energy Conversion and Economics,IET和2018 International Conference on Power System Technology）和最佳审稿人奖（Energy Conversion and Economics,IET）。担任EAI Endorsed Transactions on Internet of Things、Energies、Frontiers in Energy Research等期刊客座编辑，和一系列IEEE国际会议分会场主席。指导的学生前往美国纽约州立大学、哥伦比亚大学、西北大学、卡内基梅隆大学、澳洲墨尔本大学、香港中文大学等海内外知名高校继续升学。
代表性论文：
[1] Jiaqi Ruan, Zhao Xu, and Hui Su, “Towards interdisciplinary integration of electrical engineering and earth science,” Nature Reviews Electrical Engineering, vol. 1, no. 5, pp. 278–279, May 2024.
[2] Jiaqi Ruan, Gaoqi Liang, Huan Zhao, Guolong Liu, Xianzhuo Sun, Jing Qiu, Zhao Xu, Fushuan Wen, and Zhao Yang Dong, “Applying Large Language Models to Power Systems: Potential Security Threats,” IEEE Transactions on Smart Grid, vol. 15, no. 3, pp. 3333–3336, May 2024.
[3] Jiaqi Ruan, Yifan Zhu, Yuji Cao, Xianzhuo Sun, Shunbo Lei, Gaoqi Liang, Jing Qiu, and Zhao Xu, “Privacy-Preserving Bi-Level Optimization of Internet Data Centers for Electricity-Carbon Collaborative Demand Response,” IEEE Internet of Things Journal, vol. 11, no. 14, pp. 24 948–24 959, Jul. 2024.
[4] Jiaqi Ruan, Gang Fan, Yifan Zhu, Gaoqi Liang, Junhua Zhao, Fushuan Wen, and Zhao Yang Dong, “Super-Resolution Perception Assisted Spatiotemporal Graph Deep Learning against False Data Injection Attacks in Smart Grid, ”IEEE Transaction on Smart Grid, vol. 14, no. 5, pp. 4035–4046, Sep. 2023.
[5] Jiaqi Ruan, Gaoqi Liang, Junhua Zhao, Shunbo Lei, Binghao He, Jing Qiu, and Zhao Yang Dong, “Graph Deep Learning-based Retail Dynamic Pricing for Demand Response,” IEEE Transaction on Smart Grid, vol. 14, no. 6, pp. 4385–4397, Nov. 2023.
[6] Jiaqi Ruan, Qihan Wang, Sicheng Chen, Hanrui Lyu, Gaoqi Liang, Junhua Zhao, and Zhao Yang Dong, “On Vulnerability of Renewable Energy Forecasting: Adversarial Learning Attacks,” IEEE Transactions on Industrial Informatics, vol. 20, no. 3, pp. 3650–3663, Mar. 2024.
[7] Jiaqi Ruan, Chao Yang, Qihan Wang, Shuyi Wang, Gaoqi Liang, Junhua Zhao, and Jing Qiu, “Assessment of spatiotemporally coordinated cyberattacks on renewable energy forecasting in smart energy system,” Applied Energy, vol. 347, p. 121 470, Oct. 2023.
[8] Jiaqi Ruan, Gaoqi Liang, Junhua Zhao, Jing Qiu, and Zhao Yang Dong, “An Inertia-Based Data Recovery Scheme for False Data Injection Attack,” IEEE Transactions on Industrial Informatics, vol. 18, no. 11, pp. 7814–7823, Nov. 2022.
[9] Jiaqi Ruan, Guolong Liu, Jing Qiu, Gaoqi Liang, Junhua Zhao, Binghao He, and Fushuan Wen, “Time-varying price elasticity of demand estimation for demand-side smart dynamic pricing,” Applied Energy, vol. 322, p. 119 520, Sep. 2022.
[10] Jiaqi Ruan, Gaoqi Liang, Junhua Zhao, Huan Zhao, Jing Qiu, Fushuan Wen, and Zhao Yang Dong, “Deep learning for cybersecurity in smart grids: Review and perspectives,” Energy Conversion and Economics, Jun. 2023.
[11] 阮嘉祺,柳文轩,赵俊华,梁高琪,杨超,文福栓, “面向需求响应的数据驱动零售电价定价策略,” 电力系统自动化, 47(7):133-141, 2023.
科研团队：
含混合能源电力系统调控优化及信息处理团队隶属于四川大学电气工程学院，传承自滕福生先生，是我国最早开始进行电力系统调度自动化领域研究的团队之一。目前在周步祥教授的带领下，长期持续地开展能源电力系统规划、调控及信息处理、新能源、储能以及等领域研究，以及模块电源等产品研发。团队研究注重理论与工业应用，理论研究成果多有落地或硬件样机的研发，拥有先进的电力电子软硬件平台，可进行千瓦级交直流实物与半实物实验，欢迎有志研究生与本科生加入团队进行科研、实践。
欢迎对智能电网信息物理安全、气候韧性、人工智能等研究方向感兴趣的同学踊跃联系！
