百晓学者学者目录

胡秦然

博士生导师、教授，东南大学

精选作品

期刊论文

2026

南极电力系统研究现状与展望

丁昊晖，胡秦然，王启航，吴在军，魏海坤

《电力自动化设备》

DOI

2026

计及灾后负荷响应行为多样性的柔性配电网顺序恢复策略

周佳妮，宋梦，王逸飞，高赐威，胡秦然，晏鸣宇，李杨

《电力自动化设备》

DOI

2026

基于时序大模型的小样本风电功率预测

刘俊杰，廖文龙，张丞睿，姚贝妮，臧天磊，杨德昌，胡秦然

《电力建设》

2026

面向大型城市防灾减灾的分布式资源协同调控研究综述及展望

袁博鑫，钱涛，黄玉雄，胡秦然，李更丰，吴在军，朱咏絮

《新型电力系统》

2026

考虑极端天气的虚拟电厂参与辅助服务市场策略研究

李杰，梁文腾，刘宇恒，李蓝青，胡秦然

《上海交通大学学报》

2026

Two-stage Flow-based Partition Framework for Unbalanced Distribution Networks

Jiacheng Ge, Zaijun Wu, Junjun Xu, Qinran Hu

CSEE Journal of Power and Energy Systems

2026

Impact of VSC-ESS with VSG Control of SSR on Nearby Synchronous Machine

Yang Yang, Zaijun Wu, Xiangjun Quan, Qinran Hu, Renzhi Huang, Mingfei Li, Wenqiang Hu

CSEE Journal of Power and Energy Systems

2026

Deep-Learning-Enhanced Scalable Koopman Operator for Identifying Modal Participation Factors of State and Algebraic Variables

Jiacheng Ge, Yi-Jun Xu, Zai-Jun Wu, Lamine Mili, Qinran Hu, Wei Gu

IEEE Control Systems Letters

DOI

2026

Climate-driven electricity-hydrogen networking accelerates cost competitive carbon neutrality in Chinese cities

Zhongfan Gu, Guangsheng Pan, Wei Gu, Qinran Hu, Er-Shun Du, Chao Ning, Zhi Wu, Su-Yang Zhou

Communications Earth & Environment

DOI

2026

Robust Dynamic Topology Tracking for Active Distribution Networks Under Missing Measurements and Data Distribution Shifts

Jun-Jun Xu, Chenglong Yu, Yu Mu, Dong-Lei Cao, Sanli Zhu, Peng Du, Qinran Hu, Zai-Jun Wu, Tengfei Zhang

IEEE transactions on industry applications

DOI

2026

Aging-aware residential load scenario generation for future energy systems: a foundation-model-augmented conditional diffusion method

Xin Xie, Can Huang, Qinran Hu, W. Gu, S. Bu, F. Li

Applied Energy

DOI

2026

Optimal cover designs for outdoor units of air conditioners: A pathway to alleviate the hidden energy burden in Asian megacities

Ji-Yuan Wu, Hai-Lu Wei, Feng-Min Su, Tian-Zhen Hong, Yuwen Deng, Xiang-Feng Li, Qinran Hu, Wei Wang

The Innovation Energy

DOI

2026

Co-optimization of production scheduling and demand response for hydrogen-based steel plants considering hydrogen buffering and liquid-steel thermal constraints

Rushuai Han, Zhenhai Wei, Bokang Zou, Yuanshi Zhang, Qinran Hu, Gang Ma

Electric Power Systems Research

DOI

2026

Frequency-constrained unit commitment with grid-forming hybrid energy storage systems considering complementary frequency support and battery degradation

Rushuai Han, Junhao Hua, Yuanshi Zhang, Qinran Hu, Yan Li, Gang Ma

Journal of Energy Storage

DOI

2026

GridSage: A Skill-grounded LLM platform for scenario-oriented reinforcement learning evaluation in distribution networks

Yilin Ge, Tao Qian, Hao Li, Qinran Hu, Zhenya Ji

Electric Power Systems Research

DOI

2026

A two-stage coordinated scheduling method for multiple battery swapping stations considering traffic demand assignment and distribution network constraints

Junjun Xu, Ju Zhu, Qinran Hu, Tengfei Zhang, Qiuwei Wu

Applied Energy

DOI

2026

Coordinating electricity and computility in economic dispatch by embedding quantile convex latency surrogates

Linwei Sang, Jingyi Liu, Tao Qian, Haotian Zhao, Can Huang, Qinran Hu, Zaijun Wu

Applied Energy

DOI

2026

Residential load aggregation for secondary frequency regulation: A privacy-preserving online learning-based approach

Xu Jin, Tao Qian, Qinran Hu, Xiaobo Dou, Yongxu Zhu, Mohannad Alhazmi

Applied Energy

DOI

2026

Privacy-preserved aggregate modeling of residential flexible loads: An online noisy data-driven inverse optimization approach

Xu Jin, Tao Qian, Qinran Hu, Xiaobo Dou

Sustainable Energy Technologies and Assessments

DOI

2026

Reliability and economics enhanced dispatch of distributed energy storage: A fatigue-aware online learning based aggregation approach

Rushuai Han, Jie Wang, Yuanshi Zhang, Xinyi Chen, Gang Ma, Qinran Hu, Zaijun Wu

Applied Energy

DOI

2026

Robust Coordinated Prescriptive Power System Dispatch: Bridging Adjustable Robust OPF and Multiple Probabilistic Predictions

Linwei Sang, Xinshu Ling, Zaijun Wu, Meng Song, Qinran Hu

IEEE Transactions on Sustainable Energy

DOI

2026

A General Distributed Bounded-and-Deadband Voltage Control Framework for Microgrids

Congyue Zhang, Xiaobo Dou, Jianfeng Zhao, Qinran Hu, Guangsheng Pan

IEEE Transactions on Smart Grid

DOI

2026

Urban energy and three-dimensional mobility integration for eVTOL scale-up

Tao Qian, Jinyu Yue, Chongyu Wang, Jiarong Li, Qinran Hu, Hongxun Hui

Applied Energy

DOI

2026

Industrial virtual power plant prosumers under complex electricity market policies: A quantitative model

Ziyu Qu, Yu Liu, Shunyi Zhang, Qinran Hu, Qicheng Ling, Shan Gao

Sustainable Energy Grids and Networks

DOI

2026

Multi-stage expansion planning of a regional electricity-hydrogen coupled system with endogenous learning

Guangsheng Pan, Keyu Li, Zhongfan Gu, Qinran Hu, Haizhou Liu, Cheng Huang, Jian Chen

Sustainable Energy Technologies and Assessments

DOI

2026

OLD-Informer: A learning-based distributed framework to accelerate unit commitment in renewable-rich power systems

Tao Qian, Yuxuan Wu, Qinran Hu, Hongzhe Liu, Wenwu Yu

Sustainable Energy Technologies and Assessments

DOI

2026

Leveraging warm starts and truck-based flexibility for efficient congestion management in Integrated Electricity-Hydrogen Systems

Haizhou Liu, Ye Ding, Yuanshi Zhang, Qinran Hu, Zaijun Wu

Energy

DOI

2026

A Hybrid Model for Regional Electricity Price Forecasting Based on TimesNet-DWT-PA

Zhiyuan Chen, Ping Wang, Tao Qian, Qinran Hu

International Conference on Energy, Electrical and Power Engineering (CEEPE)

DOI

2026

A Modified Shift-Factor Approach for Distributed Energy and Reserve Co-Clearing in Integrated Electricity-Gas Systems

Ye Ding, Anzhe Guo, Yuanshi Zhang, Haizhou Liu, Qinran Hu

International Conference on Energy, Electrical and Power Engineering (CEEPE)

DOI

2026

Load Signature Modeling and Charging Guidance for Electric Vehicles Based on Virtual Features Labelling

Chaochuang Wang, Yu Liu, Zhenhuan Li, Ping Wang, Lu Zhou, Fengshun Zhang, Qinran Hu, Tao Qian

Asia Conference on Power and Electrical Engineering (ACPEE)

DOI

2026

Exact Lower Bounds on DRL-based Charging Strategy: An Abstract Domain Formal Verification Framework

Qingcheng Xu, Tao Qian, Linwei Sang, Zeyu Liang, Qinran Hu, Yue Chen, Chongyu Wang, Zaijun Wu, Mohammad Shahidehpour

IEEE Transactions on Smart Grid

DOI

2026

Market Equilibrium Effects of Storage Staircase Bidding: More Than Revenue at Stake

Jiachen Chen, Mengmeng Cai, Xiangyu Zhang, Qinran Hu

IEEE Transactions on Smart Grid

DOI

2026

Online Inertia Estimation in AC Microgrids using Ambient Measurements: A Bayesian Approach

Jiacheng Ge, Linwei Sang, Zaijun Wu, Qinran Hu, Can Huang, Hongyi Zhang

IEEE Transactions on Sustainable Energy

DOI

2026

Physics-Informed Reinforcement Learning for Coordinated Real-Time Frequency Control of Grid-Forming Energy Storage in Low-Inertia Microgrids

Linwei Sang, Xinbao Ma, Yuqi Zhang, Chenglei Liang, Xiaolong Xiao, Qinran Hu, Zaijun Wu

IEEE Transactions on Sustainable Energy

DOI

2026

Electric Vertical Takeoff and Landing Aircraft Charging Demand Modeling and Integration into Power Distribution Networks: A Comprehensive Review

Tao Qian, Yangyimiao Sun, Hongxun Hui, Qinran Hu, Zaijun Wu

IEEE Transactions on Smart Grid

DOI

2026

Encoding Data-Driven Flexible and Safe Regions in Distribution Network Operation via Constraint Learning

Linwei Sang, Zaijun Wu, Yinliang Xu, Mingyang Zhang, Qinran Hu, Hongbin Sun

IEEE Transactions on Industrial Informatics

DOI

2026

Trustworthy Reconfiguration: Coupling Numerically Stable Estimation With Reconfiguration for Distribution Networks Under Cyber Attacks

Dongliang Xu, Jiali Xu, Gang Ma, Junjun Xu, Zaijun Wu, Qinran Hu

IEEE Transactions on Industrial Informatics

DOI

2026

A Hybrid Learn-to-Optimize Framework With Dynamic Labeling for Efficient Mixed-Integer Scheduling of Active Distribution Networks

Xinshu Ling, Linwei Sang, Tao Qian, Chenhui Lin, Zheng Xu, Zaijun Wu, Qinran Hu

IEEE Transactions on Smart Grid

DOI

2026

False Data Injection Attacks Detection Strategy for Distributed Generators in Edge Computing Enabled Distribution Networks

Junjun Xu, Yu Mu, Sanli Zhu, Qinran Hu, Tengfei Zhang, Zaijun Wu, Xinghuo Yu

IEEE Transactions on Industrial Informatics

DOI

2026

Spatiotemporal PMU and SCADA Measurement-Based Physics-Embedded Deep Learning Method for Fault Detection and Localization in Active Distribution Networks

Donglei Cao, Junjun Xu, Tengfei Zhang, Qinran Hu, Zaijun Wu

IEEE Transactions on Instrumentation and Measurement

DOI

2026

Coordinating the Energy-Water Nexus in Data Centers: A Synergistic Framework for Cooling Efficiency and Operational Cost Reduction

Yuanshi Zhang, S. B. Liu, Haizhou Liu, Qinran Hu, Hongrui Chen, Bingxu Zhai

IEEE Transactions on Industry Applications

DOI

2025

基于多智能体策略梯度的售电商购电报价及售电定价联合策略优化

徐弘升，钱涛，王珂，谢章天，胡秦然

《电力建设》

2025

考虑电动汽车充电功率分段调节的主从博弈调度优化

滕长龙，胡秦然，季振亚，钱涛，梁以恒

《电力建设》

2025

多虚拟同步发电机主导系统稳定性分析方法及提高措施综述

胡秦然，巫绍辉，韩汝帅，张旺，钱涛，全相军，侯凯，吴在军

《电力系统自动化》

2025

基于改进条件生成对抗网络与深度软聚类的居民用户基线负荷估计方法

钱程，吴在军，徐东亮，窦晓波，胡秦然

《电力自动化设备》

2025

计及多工况对机组寿命损耗影响的机组组合优化模型

罗逸夫，胡秦然，钱涛，陈涛，张远实，章飞，王琦

《上海交通大学学报》

2025

基于功率预测精度提升和市场交易的平抑新能源出力波动策略

梁以恒，杨冬梅，刘刚，叶闻杰，杨翼泽，钱涛，胡秦然

《上海交通大学学报》

DOI

2025

Low Frequency Residential Load Disaggregation via Improved Variational Auto-encoder and Siamese Network

Cheng Qian, Zaijun Wu, Dongliang Xu, Qinran Hu, Yu Liu

CSEE Journal of Power and Energy Systems

2025

Simple-structured Control for Supercapacitor DC-DC Converters for Grid-connected Applications

Xiangjun Quan, Xingfeng Xie, Qinran Hu, Jiaxing Lei, Xiaobo Dou, Zaijun Wu, Tiankui Sun, Kai Hou

CSEE Journal of Power and Energy Systems

2025

A Risk Assessment Model for Distribution Systems Considering Optimal Defense Resource Allocation

Jun-Jun Xu, Han Miao, Tengfei Zhang, Qinran Hu, Zai-Jun Wu

IEEE transactions on industry applications

DOI

2025

A Tri-Level Demand Response Framework for EVCS Flexibility Enhancement in Coupled Power and Transportation Networks

Tao Qian, Ze-Yu Liang, Sheng Chen, Qinran Hu, Zai-Jun Wu

IEEE Transactions on Smart Grid

DOI

2025

Deep Multi-Task Multi-Agent Reinforcement Learning Based Joint Bidding and Pricing Strategy of Price-Maker Load Serving Entity

Hong-Sheng Xu, Qinran Hu, Qiu-Wei Wu, Ke Wang, Feng Wu, Jin-Yu Wen

IEEE Transactions on Power Systems

DOI

2025

The Mechanisms of Electric Vehicle Integration into Electricity Market: A Comprehensive Review

Lihan Zhou, Qi Wang, Qian Tao, Qinran Hu

Current Sustainable/Renewable Energy Reports

DOI

2025

Energy-efficient urban retrofits benefits from a novel demand-supply network with rapid urban building energy model and network analysis

Feng-Min Su, Yu Zhu, Jinghan Pan, Linxi Luo, Rui Jing, Qinran Hu, Wei Wang, Yong-Jun Sun

Building Simulation

DOI

2025

An attention-enhanced DeepLabv3 + framework for provincial-scale photovoltaic potential assessment of diverse rooftops

Yuan-Shi Zhang, Jun Shao, Qi Wang, Hai-Zhou Liu, Shujie Wu, Hong-Rui Chen, Wei Wang, Qinran Hu

Energy and Buildings

DOI

2025

Reinforcement Learning-Based Flexible Control in MTDC System for Offshore Wind Farm Integration

Yuanshi Zhang, Yiwen Feng, Fei Zhang, Haizhou Liu, Qinran Hu, Tongxin Xu, Bingxu Zhai, Liwei Wang

IEEE Transactions on Sustainable Energy

DOI

2025

UD-CKF Based Multi-Area Forecasting Aided State Estimation for Distribution Networks: A Numerical Stability Enhanced Method

Dongliang Xu, Zaijun Wu, Junjun Xu, Gang Ma, Qinran Hu

IEEE Transactions on Sustainable Energy

DOI

2025

Multi-Agent Deep reinforcement learning for EV aggregator bidding in Renewable-Dominated electricity markets

Yuanshi Zhang, Lingchi Meng, Antônio Carlos Zambroni de Souza, Qinran Hu, Haizhou Liu, Andrey Lebedev, Amin Mohammadpour Shotorbani

International Journal of Electrical Power & Energy Systems

DOI

2025

Short-Term PV Power Forecasting Using a Hybrid ALA-BiTCN-BiGRU Model with Multi-dimensional Meteorological Features

Yufan Ge, Yuanshi Zhang, Qinran Hu, Yujie Zhao, Yan Li, Yi Ge

DOI

2025

An Easy-to-Hard Curriculum Learning Framework for Fast Production Cost Minimization Simulation

Zishan Guo, Chong Qu, Tao Qian, Qinran Hu, Renjie Hu, Yifei Wang, Hongzhe Liu, Wenwu Yu, Mohannad Alhazmi

IEEE Transactions on Smart Grid

DOI

2025

Dynamic Horizon-Based Energy Management for PEVs Considering Battery Degradation in Grid-Connected Microgrid Applications

Junyi Zheng, Tao Qian, Qinran Hu, Muhammad Humayun

World Electric Vehicle Journal

DOI

2025

A Unified Framework for Numerically-Stable State Estimation and False Data Injection Attack Detection in Distribution Networks

Dongliang Xu, Zaijun Wu, Qinran Hu, Junjun Xu, Rushuai Han, Gang Ma

IEEE Transactions on Industrial Informatics

DOI

2025

Optimized Defense Resource Allocation for Coupled Power-Transportation Networks Considering Information Security

Yuheng Liu, Wenteng Liang, Jie Li, Yufeng Xiong, Yan Li, Qinran Hu, Tao Qian, Jinyu Yue

Energies

DOI

2025

Projection-Based Distributed Double-Layer Voltage Control of Networked Microgrids

Congyue Zhang, Xiaobo Dou, Jianfeng Zhao, Qinran Hu, Kangli Liu, Yongqing Lv

IEEE Transactions on Industry Applications

DOI

2025

An End-to-End Framework for Spatiotemporal Data Recovery and Unsupervised Cluster Partitioning in Distributed PV Systems

Bingxu Zhai, Yuanzhuo Li, Wei Qiu, Rui Zhang, Zhilin Jiang, Yinuo Zeng, Tao Qian, Qinran Hu

Processes

DOI

2025

Flexible DC Power Flow Control and Stability Analysis Method in MTDC System for Large Scale Offshore Wind Farm Integration

Yuanshi Zhang, Yiwen Feng, Tao Qian, Qinran Hu, Tongxin Xu, Yi Ge, Yan Li

International Conference on Power and Renewable Energy (ICPRE)

DOI

2025

A deep learning-based generation method for feasible operating regions of coupled transportation and power distribution networks

Yuxuan Wu, Jingwen Ye, Qinran Hu, Hongyi Zhang, Qiming Yang

International Journal of Electrical Power & Energy Systems

DOI

2025

Self-Organizing Post-Contingency Distribution Network via Drone-Assisted Resilience-Oriented Control

Pudong Ge, Chen Chen, Yu Wang, Qinran Hu

IEEE Transactions on Smart Grid

DOI

2025

Graph Neural Network–Driven Decomposition for Fast Production Cost Minimization Simulation

Zishan Guo, Qinran Hu, Tao Qian, Meng Song, Wei Wang, Zaijun Wu

IEEE Transactions on Power Systems

DOI

2025

Rectified Flow-Augmented Offline DRL for Cost-Efficient EV Charging Station Management

Hao Li, B Zhang, Tao Qian, Qinran Hu

International Conference on Power Systems and Electrical Technology (PSET)

DOI

2025

Fault-tolerant control strategy for microgrid sensor fault event triggering based on T-S fuzzy observer

Xiaotong Zhang, Xiaobo Dou, Qinran Hu, Kexin Zhang, Y D Li, Congyue Zhang

International Conference on Power Systems and Electrical Technology (PSET)

DOI

2025

A deep-learning based method for accelerating dynamic reconfiguration of distribution networks

Yuxuan Wu, Tao Qian, Jingwen Ye, Qinran Hu, Qiangsheng Bu, Zhigang Ye

International Journal of Electrical Power & Energy Systems

DOI

2025

Capital Recovery-Aware Capacity Expansion for Charging Networks in Coupled Power-Transportation Systems

Qingcheng Xu, Tao Qian, Qinran Hu, Zeyu Liang

DOI

2025

Deep Learning-Based Method for Operation Dispatch Strategy Generation of Virtual Power Plants

Jie Li, Wenteng Liang, Yuheng Liu, Nan Zhou, Tao Qian, Qinran Hu

Processes

DOI

2025

A Strategic EV Charging Networks Planning Framework for Intercity Highway With Time-Expanded User Equilibrium

Zeyu Liang, Tao Qian, Chengcheng Shao, Qinran Hu, Zaijun Wu, Qingcheng Xu, Junyi Zheng

IEEE Transactions on Smart Grid

DOI

2025

A Distributed Secure State Estimation Framework for Unbalanced Active Distribution Systems

Junjun Xu, Sheng Zhang, Tong Lin, Yusen Jiang, Xinyu Ruan, Shuheng Wei, Qinran Hu, Xinghuo Yu

IEEE Transactions on Smart Grid

DOI

2025

Adaptive Online Monitoring of Translator Motion for Direct-Drive Wave Energy Converters Under Marine Uncertainty

Xinye Du, Yuanshi Zhang, Haizhou Liu, Chaoyang Yuan, Qinran Hu, Haitao Yu

IEEE Transactions on Energy Conversion

DOI

2025

Sequential load restoration with decision-dependent 5G base station backup batteries for resilient distribution systems

Meng Song, Wenchao Bai, Shuai Lu, Jianfeng Wen, Wei Sun, Qinran Hu, Mingfei Ban

Applied Energy

DOI

2025

Physics-Informed Multi-Agent DRL-Based Active Distribution Network Zonal Balancing Control Strategy for Security and Supply Preservation

Bingxu Zhai, Yuanzhuo Li, Wei Qiu, Rui Zhang, Zhilin Jiang, Wei Wang, Tao Qian, Qinran Hu

Energies

DOI

2025

Distribution Dynamic Operating Security Space Characterization for Aggregation and Congestion Capacity Evaluation of Virtual Power Plant

Meng Song, Zekai Xu, Ciwei Gao, Mingyu Yan, Qinran Hu

IEEE Transactions on Smart Grid

DOI

2025

Unlock the Inter-Area Inertia Flexibility: An Enhanced Emergency Frequency Response Scheme for HVDC-Interconnected Systems With Uncertainty

Sufan Jiang, Qinran Hu, Tao Qian, Yan Wen

IEEE Transactions on Power Systems

DOI

2025

Distributed Secondary Adaptive Frequency Coordination and Oscillation Suppression Control of Heterogeneous VSGs in Islanded Microgrids

Congyue Zhang, Jianfeng Zhao, Xiaobo Dou, Qinran Hu

IEEE Transactions on Industrial Informatics

DOI

2025

On Privacy Preservation of Online Learning for Optimal Participant Selection in Demand Response

Jin An Xu, Yuanshi Zhang, Tao Qian, Qinran Hu, Xiaobo Dou, Chengcheng Shao, Yongxu Zhu

IEEE Transactions on Smart Grid

DOI

2025

Configuration of Intelligent Terminals in Distribution Network Considering Reliability and Economy

Qirui Chen, Hongrui Chen, Yan Li, Yuanshi Zhang, Yi Ge, Qinran Hu, Zikang Xu

International Conference on Energy, Electrical and Power Engineering (CEEPE)

DOI

2025

A Mechanism-Based Convex Model of Fuel Cell Systems Considering the Effect of Auxiliary System

Haohui Ding, Qinran Hu, Yuze Wang, Cong Wang, Jia Su, Haizhou Liu

IEEE Transactions on Sustainable Energy

DOI

2025

V2Sim: An Open-Source Microscopic V2G Simulation Platform in Urban Power and Transportation Network

Tao Qian, Mingyu Fang, Qinran Hu, Chengcheng Shao, Junyi Zheng

IEEE Transactions on Smart Grid

DOI

2025

A Novel Finite Control Set Model Predictive Control for Transformer Energization in Black Start

Chen Bainian, Xiangjun Quan, Qinran Hu, Zaijun Wu

IEEE Transactions on Smart Grid

DOI

2025

A high-resolution electric vehicle charging transaction dataset with multidimensional features in China

Yuanshi Zhang, Tongxin Xu, Tao Chen, Qinran Hu, Hongrui Chen, Xukun Hu, Zilv Jiang

Scientific Data

DOI

2025

Power Oscillation Suppression Method for Multi-VSG System Based on Consensus Center of Inertia

Kaiyu Liu, Qinran Hu, Yichao Sun, Wang Zhang

DOI

2025

Frequency Security-Constrained Unit Commitment With High Shares of Renewable Energy

Wang Zhang, Kaiyu Liu, Qinran Hu

DOI

2025

Practical modeling and operation optimization of dual-battery portable energy storage systems for low temperatures

Haohui Ding, Xi Lu, Qinran Hu, Zaijun Wu, Kai Yuan Hou

Applied Energy

DOI

2025

SecureDec: A Decentralized Scheduling Pipeline With Federated Learning and Efficient Encryption for Electricity-Gas Coupled Systems

Haizhou Liu, Haitian Liu, Qinran Hu, Xuan Zhang, Hongbin Sun, Mohammad Shahidehpour

IEEE Transactions on Smart Grid

DOI

2025

Learning-based decomposition and sub-problem acceleration for fast production cost minimization simulation

Zishan Guo, Chong Qu, Qinran Hu, Tao Qian

Electric Power Systems Research

DOI

2025

Review on small-signal stability of multiple virtual synchronous generators

Kaiyu Liu, Tao Qian, Wang Zhang, Shaohui Wu, Rushuai Han, Kai Yuan Hou, Zaijun Wu, Qinran Hu

Renewable and Sustainable Energy Reviews

DOI

2025

Capacity configuration of hybrid energy storage system for ocean renewables

Yuanshi Zhang, Chaoyang Yuan, Xinye Du, Tao Chen, Qinran Hu, Zheng Wang, Jianzhong Lu

Journal of Energy Storage

DOI

2025

External Vulnerability Assessment of Power System Under Attack Based on Attack-Defense Game

Yifu Luo, Qinran Hu, Bokang Zou, Yuanshi Zhang, Tao Chen, Qi Wang, Zenghui Li, Fengzhe Dai

IEEE Transactions on Power Systems

DOI

2025

Distributed Forced-Boundary-Constrained Secondary Coordination of Islanded Microgrids

Congyue Zhang, Xiaobo Dou, Jianfeng Zhao, Qinran Hu, Kangli Liu, Yongqing Lv

IEEE Transactions on Industry Applications

DOI

2025

An Improved Synchronous Rectification LLC Resonant Converter for Hold-Up Time Operation

Zuohao Luo, Zaijun Wu, Xiangjun Quan, Qinran Hu

IEEE Transactions on Power Electronics

DOI

2025

Complex Variable Design for Power Control of Grid-Forming Inverter

Xiangjun Quan, Dale Li, Zhixiang Zou, Qinran Hu, Zaijun Wu, Wei Gu, Huiyu Miao

IEEE Transactions on Sustainable Energy

DOI

2025

A Distributed Robust Voltage Control Framework for Active Distribution Systems

Junjun Xu, Yu Mu, Wei Cheng, Guangjing Gong, Jungao Huang, Tengfei Zhang, Qinran Hu, Kang Chen, Yang Wu

IEEE Transactions on Industry Applications

DOI

2025

Reconfiguring China’s Transmission Framework with Dynamic Storage Sharing for Spatial Power Balance

Haizhou Liu, Ye Ding, Qinran Hu

Energy Use

DOI

2024

信息物理多重攻击下配电网状态估计关键技术评述

吴在军，徐东亮，徐俊俊，魏书珩，胡秦然

《电力系统自动化》

2024

“新型电力系统数字化关键技术综述”专辑评述

李鹏，刘念，胡秦然，周全，李知艺，于浩，孙冰，严正，文福拴，薛禹胜

《电力系统自动化》

2024

基于SLM-RBF的配电网分布式光伏集群智能划分策略

卜强生，吕朋蓬，李炜祺，罗飞，俞婧雯，窦晓波，胡秦然

《上海交通大学学报》

2024

考虑负荷时空迁移的5G基站与配电网协同优化运行

于昌平，王琦，吴舒坦，胡秦然，叶宇剑，汤奕

《电力自动化设备》

2024

主动配电网优化调度场景下的变频空调负荷聚合外特性研究

袁典，金旭，钱涛，陈涛，章飞，张远实，胡秦然

《东北电力大学学报》

2024

综合惯性控制下风力机惯性支撑能力分析及等效惯量评估

周涛，黄菊，韩汝帅，胡秦然，权浩

《上海交通大学学报》

2024

Security Risk Assessment and Risk-oriented Defense Resource Allocation for Cyber-physical Distribution Networks Against Coordinated Cyber Attacks

Shuheng Wei, Zaijun Wu, Junjun Xu, Yu Cheng, Qinran Hu

Journal of Modern Power Systems and Clean Energy

DOI

2024

Two-level Coupling-based Frequency Control Strategy with Adaptive Distributed Frequency Consensus and Dynamic Compensation

Cong-Yue Zhang, Xiao-Bo Dou, Jian-Feng Zhao, Qinran Hu, Xiang-Jun Quan

Journal of Modern Power Systems and Clean Energy

DOI

2024

Community-detection-based Approaches for Distribution Network Partition

Mingming Mao, Zaijun Wu, Dongliang Xu, Junjun Xu, Qinran Hu

CSEE Journal of Power and Energy Systems

2024

Data-model Hybrid Driven Topology Identification Framework for Distribution Networks

Dongliang Xu, Zaijun Wu, Junjun Xu, Qinran Hu

CSEE Journal of Power and Energy Systems

2024

A Pseudo-Measurement Modelling Strategy for Active Distribution Networks Considering Uncertainty of DGs

Dongliang Xu, Junjun Xu, Cheng Qian, Zaijun Wu, Qinran Hu

Protection and Control of Modern Power Systems

DOI

2024

A Multiarea Forecasting-Aided State Estimation Strategy for Unbalance Distribution Networks

Dong-Liang Xu, Zai-Jun Wu, Jun-Jun Xu, Yingwen Zhu, Qinran Hu

IEEE Transactions on Industrial Informatics

DOI

2024

Frequency security-constrained unit commitment with fast frequency support of DFIG-based wind power plants

Ru-Shuai Han, Qinran Hu, Xin Fang, Tao Qian, Yuan-Shi Zhang

International Journal of Electrical Power & Energy Systems

DOI

2024

A Levenberg–Marquardt algorithm‐based line parameters identification method for distribution network considering multisource measurement

Dong-Liang Xu, Xuewen Song, Zai-Jun Wu, Jun-Jun Xu, Qinran Hu

IET Renewable Power Generation

DOI

2024

Estimating air conditioning energy consumption of residential buildings using hourly smart meter data

Xu Jin, Shun-Jiang Wang, Qinran Hu, Yuan-Shi Zhang, Peng Qiu, Yu Liu, Xiao-Bo Dou

Journal of Building Engineering

DOI

2024

Multiarea Probabilistic Forecasting-Aided Interval State Estimation for FDIA Identification in Power Distribution Networks

Shuheng Wei, Zai-Jun Wu, Jun-Jun Xu, Qinran Hu

IEEE Transactions on Industrial Informatics

DOI

2024

Containment-Based Distributed Cooperative Control of Microgrid Clusters: Accurately Constraining the Bus States of Loads and Microgrids

Congyue Zhang, Jian-Feng Zhao, Xiao-Bo Dou, Qinran Hu, Jingwen Leng, Kangli Liu

IEEE Transactions on Power Systems

DOI

2024

An Electrolyzer Model for Power System Operation Optimization Over Broad Temperature Range

Hao-Hui Ding, Qinran Hu, Jiarong Li, Jin Lin, Lucheng Hong, Zai-Jun Wu

IEEE Transactions on Sustainable Energy

DOI

2024

Revealing and optimizing the design of cover installation for outdoor units of air conditioners through CFD simulations and thermodynamic modeling

Ji-Yuan Wu, Lan Wang, Tianzhen Hong, Qinran Hu, Wei Wang

Journal of Building Engineering

DOI

2024

Acceleration Framework and Solution Algorithm for Distribution System Restoration Based on End-to-End Optimization Strategy

Yi-Fei Wang, Zi-Heng Yan, Linwei Sang, Lucheng Hong, Qinran Hu, M. Shahidehpour, Qing-Shan Xu

IEEE Transactions on Power Systems

DOI

2024

A pseudo measurement modeling based forecasting aided state estimation framework for distribution network

Dong-Liang Xu, Zai-Jun Wu, Jun-Jun Xu, Qinran Hu

International Journal of Electrical Power & Energy Systems

DOI

2024

Data-Driven Optimal PMU Placement for Power System Nonlinear Dynamics Using Koopman Approach

Jiacheng Ge, Yi-Jun Xu, Zai-Jun Wu, Lamine Mili, Shuai Lu, Qinran Hu, Wei Gu

IEEE Transactions on Industrial Informatics

DOI

2024

Adaptive Voltage Reference Based Controls of Converter Power Sharing and Pilot Voltage in HVDC System for Large-Scale Offshore Wind Integration

Yuan-Shi Zhang, Wenyan Qian, Jun Shao, Fei Zhang, Liwei Wang, Qinran Hu, Wei Li

IEEE Open Access Journal of Power and Energy

DOI

2024

Robust allocation of distributed energy storage systems considering locational frequency security

Ru-Shuai Han, Qinran Hu, Hongcai Zhang, Yi Ge, Xiang-Jun Quan, Zai-Jun Wu

International Journal of Electrical Power & Energy Systems

DOI

2024

Efficient power system year-round hourly operation simulation based on multi-stage Stochastic Dual Dynamic Integer Programming

Tao Qian, Qi-Yun Wu, Qinran Hu

International Journal of Electrical Power & Energy Systems

DOI

2024

An Edge Intelligence-Based Framework for Online Scheduling of Soft Open Points With Energy Storage

Tao Qian, Wenlong Ming, Chengcheng Shao, Qinran Hu, Xiu-Li Wang, Jian-Zhong Wu, Zai-Jun Wu

IEEE Transactions on Smart Grid

DOI

2024

Offline DRL for Price-Based Demand Response: Learning From Suboptimal Data and Beyond

Tao Qian, Ze-Yu Liang, Chengcheng Shao, Hong-Cai Zhang, Qinran Hu, Zai-Jun Wu

IEEE Transactions on Smart Grid

DOI

2024

A Fault Ride-Through Method for LVDC Networks With Photovoltaic Energy Storage Systems

Xiaoyong Cao, Zai-Jun Wu, Xingfeng Xie, Xiang-Jun Quan, Qinran Hu

IEEE Transactions on Sustainable Energy

DOI

2024

POMDP-Based Dispatch Scheme for Residential Distributed Energy Resources Under Customer Fatigue Consideration

Xinyi Chen, Qinran Hu, Yuan-Shi Zhang, Meng Song, Zai-Jun Wu, Jun-Jie Xiong

IEEE Transactions on Smart Grid

DOI

2024

Quantification of Adjustable Charging Capacity for EVs Fast-Charging Stations in Urban Transportation Network

Boxin Yuan, Yujie Sheng, Tao Qian, Qinran Hu

IEEE Conference on Energy Internet and Energy System Integration (EI2)

DOI

2024

An adaptive voltage reference based multi-objective line flow control methods for MMC-MTDC system

Yuanshi Zhang, Wenyan Qian, Yiwen Feng, Fei Zhang, Chenyi Zheng, Qinran Hu, Liwei Wang

International Journal of Electrical Power & Energy Systems

DOI

2024

Fixed-Frequency K+D Modulation of Modular Multilevel Resonant DC–DC Converters for Output Voltage Overshoot Optimization

Zuohao Luo, Zaijun Wu, Xingfeng Xie, Xiangjun Quan, Qinran Hu, Xiaoyong Cao

IEEE Transactions on Power Electronics

DOI

2024

Learning-based flexible load aggregation for secondary frequency regulation in co-simulated transmission and distribution networks

Mengtong Chen, Qinran Hu, Tao Qian, Xinyi Chen, Rushuai Han, Yongxu Zhu

International Journal of Electrical Power & Energy Systems

DOI

2024

Unlock the Flexibility of HVDC Interconnected Systems: An Enhanced Emergency Frequency Response-Enforced Unit Commitment Model

Sufan Jiang, Qinran Hu, Fangxing Fran Li, Linquan Bai, Yuqing Dong, Zishan Guo

IEEE Transactions on Power Systems

DOI

2024

Coordinated planning for offshore wind and electricity–hydrogen system based on SDDP: A case study of coastal provinces in China

Tao Qian, Qiyu Wu, Qinran Hu, Zishan Guo, Zaijun Wu

International Journal of Electrical Power & Energy Systems

DOI

2024

A frequency-security constrained non-cooperative framework for TSO-DSOs coordinated distributed dispatching

Rushuai Han, Zhongwei Li, Shunjiang Wang, Peng Qiu, Mengtong Chen, Qinran Hu, Yuanshi Zhang

Asian Conference on Frontiers of Power and Energy (ACFPE)

DOI

2024

Long-term Performance Assessment of Green Roof Photovoltaic Systems Based on Improved SAM Model

Shujie Wu, Wei Wang, Cheng Huang, Yufang Liu, Qinran Hu, Yuanshi Zhang

Asian Conference on Frontiers of Power and Energy (ACFPE)

DOI

2024

A Spatiotemporal Feature Fusion Based Method for Detecting Voltage Anomalies in Insulator Strings

Naisong Jiang, Shengzhe Yang, Qinran Hu, Jingwen Ye

Asian Conference on Frontiers of Power and Energy (ACFPE)

DOI

2024

An Improved Time-domain Decomposition Approach for Chance-Constrained Fast Production Cost Minimization Simulation

Zishan Guo, Qinran Hu, Tao Qian, Yongxu Zhu, Yan Daniel Zhao, Yifei Wang

International Conference on Power and Renewable Energy Engineering (PREE)

DOI

2024

Mitigating power grid impact from proactive data center workload shifts: A coordinated scheduling strategy integrating synergistic traffic - data - power networks

Yuanshi Zhang, Bokang Zou, Xu Jin, Yifu Luo, Meng Song, Yujian Ye, Qinran Hu, Qirui Chen, Antônio Carlos Zambroni de Souza

Applied Energy

DOI

2024

Analysis of Vehicle-to-Grid Loads in Coupled Transportation and Power Distribution Network Based on Microscopic Traffic Simulation

Mingyu Fang, Tao Qian, Qinran Hu

IEEE Transportation Electrification Conference and Expo, Asia-Pacific (ITEC Asia-Pacific)

DOI

2024

ASP-DRL: A Novel Framework for Unifying IoT Energy Usage Flexibilities Characterized by Neural Networks and Optimization Models

Tao Qian, Mingyu Fang, Yongxu Zhu, Zeyu Liang, Yuxiong Huang, Qinran Hu, Zaijun Wu

IEEE Internet of Things Journal

DOI

2024

Unsupervised learning for efficiently distributing EVs charging loads and traffic flows in coupled power and transportation systems

Tao Qian, Zeyu Liang, Chengcheng Shao, Zishan Guo, Qinran Hu, Zaijun Wu

Applied Energy

DOI

2024

Stable Relay Learning Optimization Approach for Fast Power System Production Cost Minimization Simulation

Zishan Guo, Qinran Hu, Chong Qu, Tao Qian, Xin Yu Fang, Renjie Hu, Zaijun Wu

IEEE Transactions on Power Systems

DOI

2024

Mechanism design of EVs fast charging rights for enhanced vehicle-to-grid regulation

Tao Qian, Yadong Xu, Xu Jin, Qinran Hu

Applied Energy

DOI

2024

Generation and energy storage planning decomposing complexities in modeling networks, binary variables and uncertainties

Xi Lu, Yiding Zhao, Siqi Bu, Qinran Hu

Applied Energy

DOI

2024

Modeling and Optimization Operation of Improved Power-to-Hydrogen-and-Heat Method at Low Temperature for Reducing Carbon Emissions

Haohui Ding, Qinran Hu, Tao Qian, Zaijun Wu

IEEE Transactions on Sustainable Energy

DOI

2024

A Vehicle-to-Grid planning framework incorporating electric vehicle user equilibrium and distribution network flexibility enhancement

Zeyu Liang, Tao Qian, Mert Korkali, Ruben Glatt, Qinran Hu

Applied Energy

DOI

2024

Low‐carbon economic schedule of the H 2 DRI‐EAF steel plant integrated with a power‐to‐hydrogen system driven by blue hydrogen and green hydrogen

Bokang Zou, Yuanshi Zhang, Qirui Chen, Qinran Hu, Xiaoyan Hu, Jing Shi, Zesen Li, Qi Wang

IET Renewable Power Generation

DOI

2024

A Deep Learning-Based Framework for Accelerating EVs Traffic Assignment with User Equilibrium

Zeyu Liang, Tao Qian, Qinran Hu, Zaijun Wu

IEEE Power & Energy Society General Meeting (PESGM)

DOI

2024

Techno-Economic Assessment for Collaborative Offshore Wind and Electricity-Hydrogen System in Coastal Provinces of China

Qiyu Wu, Tao Qian, Rui Jing, Qinran Hu, Zishan Guo, Zaijun Wu

DOI

2024

Optimal Dispatching of Distribution Network Considering Inverter Air Conditioner Aggregation

Dian Yuan, Qinran Hu, Yuanshi Zhang, Jin Xu, Shunjiang Wang, Peng Qiu

Lecture notes in electrical engineering

DOI

2023

计及多能流运行时序性的电-气互联系统协同状态估计

徐俊俊，胡秦然，张腾飞，吴在军

《电力自动化设备》

DOI

2023

A False Data Injection Attack Detection Strategy for Unbalanced Distribution Networks State Estimation

Shu-Heng Wei, Jun-Jun Xu, Zai-Jun Wu, Qinran Hu, Xing-Huo Yu

IEEE Transactions on Smart Grid

DOI

2023

Hydrogen economy driven by offshore wind in Regional Comprehensive Economic Partnership members

Wen-Nan Zhuang, Guang-Sheng Pan, W. Gu, Su-Yang Zhou, Qinran Hu, Zhongfan Gu, Zhi Wu, Shuai Lu, Hai-Feng Qiu

Energy & Environmental Science

DOI

2023

A Novel Peer-to-Peer Control Strategy for Multiterminal DC Distribution Systems

Xingfeng Xie, Xiang-Jun Quan, Zai-Jun Wu, Xiaoyong Cao, Wen-Qiang Hu, Xiao-Bo Dou, Qinran Hu

IEEE Transactions on Smart Grid

DOI

2023

An adaptive reclosing scheme for MVDC distribution networks with mechanical DCCBs

Xiaoyong Cao, Zai-Jun Wu, Xingfeng Xie, Xiang-Jun Quan, Qinran Hu, Ming-Fei Li

International Journal of Electrical Power & Energy Systems

DOI

2023

Distributed Secondary Control for Island Microgrids With Expected Dynamic Performance Under Communication Delays

Cong-Yue Zhang, Xiao-Bo Dou, Xiang-Jun Quan, Qinran Hu, Zai-Jun Wu, Yong-Qing Lv

IEEE Transactions on Smart Grid

DOI

2023

Role of electrolytic hydrogen in smart city decarbonization in China

Jian-Xiao Wang, Qi An, Yue Zhao, Guang-Sheng Pan, Jie Song, Qinran Hu, Chin-Woo Tan

Applied Energy

DOI

2023

Editorial: Advances in distributed energy resources aggregation for the low carbon future

Qinran Hu, Hantao Cui, Qiu-Wei Wu, Tao Chen, Qingxin Shi

Frontiers in Energy Research

DOI

2023

Privacy-Preserving Hybrid Cloud Framework for Real-Time TCL-Based Demand Response

Linwei Sang, Qinran Hu, Yinliang Xu, Zai-Jun Wu

IEEE Transactions on Cloud Computing

DOI

2023

Maloperation prevention for overcurrent protection in photovoltaic integration system under weather intermittency

Xiaoyong Cao, Zai-Jun Wu, Xingfeng Xie, Xiang-Jun Quan, Qinran Hu, Ming-Fei Li

Electric power systems research

DOI

2023

Price-based demand response in the coupled power and transportation network via EV charging station

Ze-Yu Liang, Tao Qian, Qinran Hu

IEEE Transportation Electrification Conference and Expo, Asia-Pacific

DOI

2023

Imitation Learning Based Fast Power System Production Cost Minimization Simulation

Qinran Hu, Zishan Guo, F. Li

IEEE Transactions on Power Systems

DOI

2023

A Review of Public Safety Power Shutoffs (PSPS) for Wildfire Mitigation: Policies, Practices, Models and Data Sources

Can Huang, Qinran Hu, Linwei Sang, D. Lucas, R. Wong, Bin Wang, Wanshi Hong, Mengqi Yao, V. Donde

IEEE Transactions on Energy Markets, Policy and Regulation

DOI

2023

Demand Response Potential Assessment of Steel Plant Based on Refined Simulation

Bokang Zou, Yuanshi Zhang, Qirui Chen, Yiyuan Ding, Xiaorong Yu, Qinran Hu, Qi Wang

International Conference on Power and Energy Engineering (ICPEE)

DOI

2023

A Low Carbon Demand Response Approach via Road Tolls in Traffic-Power Coupled System

Zeyu Liang, Tao Qian, Qinran Hu, Zaijun Wu

IEEE Conference on Energy Internet and Energy System Integration (EI2)

DOI

2023

Optimal Bidding Strategy for Data Center Participation in Day-Ahead Electricity Market

Yiwu Ge, Yuanshi Zhang, Qinran Hu, Shunjiang Wang, Peng Qiu, Bokang Zou, Xiaorong Yu, Renjie Hu

IEEE International Conference on Energy Internet (ICEI)

DOI

2023

Optimal Dispatch Strategy of a Flexible Energy Aggregator Considering Virtual Energy Storage

Zeyu Liang, Zhengzheng Ge, Sheng Chen, Haohui Ding, Yiheng Liang, Qinran Hu

Lecture notes in electrical engineering

DOI

2022

用于光伏快速功率控制的新型锁相环参数设计

徐晓春，李佑伟，胡秦然，全相军

《电力电子技术》

2022

Energy Procurement and Retail Pricing for Electricity Retailers via Deep Reinforcement Learning with Long Short-term Memory

Hongsheng Xu, Jinyu Wen, Qinran Hu, Jiao Shu, Jixiang Lu, Zhihong Yang

CSEE Journal of Power and Energy Systems

2022

Optimal scheduling of multi-microgrids with power to hydrogen considering federated demand response

Qinran Hu, Yufeng Zhou, Hao-Hui Ding, Panhao Qin, Yu Long

Frontiers in Energy Research

DOI

2022

Power Grid Monitoring Event Recognition Method Integrating Knowledge Graph and Deep Learning

Yinbin Yang, Qinran Hu, Yi Liu, Xiaohui Pan, Shang Gao, Baoxin Hao

Frontiers in Energy Research

DOI

2022

A secure forecasting-aided state estimation framework for power distribution systems against false data injection attacks

Jun-Jun Xu, Zai-Jun Wu, Tengfei Zhang, Qinran Hu, Qiu-Wei Wu

Applied Energy

DOI

2022

Topological partition based multi-energy flow calculation method for complex integrated energy systems

Qinran Hu, Yiheng Liang, Hao-Hui Ding, Xiang-Jun Quan, Qi Wang, Lin-Quan Bai

Energy

DOI

2022

A Multiarea State Estimation for Distribution Networks Under Mixed Measurement Environment

Mingming Mao, Jun-Jun Xu, Zai-Jun Wu, Qinran Hu, Xiao-Bo Dou

IEEE Transactions on Industrial Informatics

DOI

2022

Optimal Allocation Method of Residential Air-Conditioners: Trade-Off Solutions Between Economic Costs and Aggregation Reliability

Ru-Shuai Han, Qinran Hu, Zishan Guo, Xiang-Jun Quan, Zai-Jun Wu, R. Hu

IEEE Open Access Journal of Power and Energy

DOI

2022

Residential Energy Arbitrage Considering Demand Response and Accurate Battery Model with Degradation Cost

Tao Chen, Qinran Hu, Yi-Fei Wang, Xiang-Jun Quan, Fei Zhang, Xing-Yu Yan

2022 International Conference on Power Energy Systems and Applications (ICoPESA)

DOI

2022

Deep reinforcement learning based power system optimal carbon emission flow

Panhao Qin, Jingwen Ye, Qinran Hu, Peng-Fei Song, Peng-Peng Kang

Frontiers in Energy Research

DOI

2022

A novel two-phase load compensation method under unbalanced voltages for renewable energy integration

Yuan-Shi Zhang, Liwei Wang, C. Struthers, Qinran Hu

Frontiers in Energy Research

DOI

2022

Analysis on Influence of Residents’ Response Probability Distribution on Load Aggregation Effect

Wei-Chu Zhang, Qinran Hu, Xiaorong Yu

Frontiers in Energy Research

DOI

2022

A Unified Modeling Scheme of Modular Multilevel Converter for Hybrid AC/DC Power Grids

Xingfeng Xie, Zai-Jun Wu, Qinran Hu, Xiang-Jun Quan, Xiao-Bo Dou, Xiaoyong Cao

Frontiers in Energy Research

DOI

2022

GAN-based Residential Load Data Generation Model Considering Users’ Privacy

Panhao Qin, Xiaodong Wang, Zhen Qiao, Xiaojing Li, Qinran Hu, Wenxuan Shu

2022 7th Asia Conference on Power and Electrical Engineering (ACPEE)

DOI

2022

A real‐time state estimation framework for integrated energy system considering measurement delay

Dong-Liang Xu, Jun-Jun Xu, Zai-Jun Wu, Qinran Hu

IET Generation, Transmission & Distribution

DOI

2022

Grid-Forming Inverter Enabled Virtual Power Plants With Inertia Support Capability

Qinran Hu, Ru-Shuai Han, Xiang-Jun Quan, Zai-Jun Wu, Cheng-Hong Tang, Wei Li, Wei Wang

IEEE Transactions on Smart Grid

DOI

2022

Multiple objective optimization based on particle swarm algorithm for MMC-MTDC system

Wen-Wen Qian, Siyuan Cao, Yuan-Shi Zhang, Qinran Hu, Heng Li, Yang Li

Frontiers in Energy Research

DOI

2022

Bi-level economic scheduling between IESO and compressed air energy storage based on flexible electricity-heat pricing

Yufeng Zhou, Qinran Hu

Energy Reports

DOI

2022

Real-Time Charging Schedule of Electric Vehicle Loads Considering Asynchronous Plug-In Durations: A Patch-Motivated Online Approach

Zhen-Ya Ji, Qinran Hu, Xiaofeng Liu, Zi-Qi Zhang

Social Science Research Network

DOI

2022

A robust restoration decision-making strategy for unbalanced distribution networks considering the uncertainty of photovoltage generators

Jun-Jun Xu, Zai-Jun Wu, Qiu-Wei Wu, Qinran Hu, Tengfei Zhang

International Journal of Electrical Power & Energy Systems

DOI

2022

Electricity Price Prediction for Energy Storage System Arbitrage: A Decision-Focused Approach

Linwei Sang, Yinliang Xu, Huan Long, Qinran Hu, Hong-Bin Sun

IEEE Transactions on Smart Grid

DOI

2022

Microgrid Pre-dispatch Considering Battery Low-temperature Characteristics

Jia-Yun Ding, Zai-Jun Wu, Qinran Hu

2022 IEEE 5th International Electrical and Energy Conference (CIEEC)

DOI

2022

An optimal bidding and scheduling method for load service entities considering demand response uncertainty

Ru-Shuai Han, Qinran Hu, Hantao Cui, Tao Chen, Xiang-Jun Quan, Zai-Jun Wu

Applied Energy

DOI

2021

考虑广义需求侧资源的江苏“十四五”电源规划

葛毅，陈佳铭，朱永康，史静，李冰洁，胡秦然，陈涛

《电力需求侧管理》

2021

一种多能源接入储能移动方舱的电压控制方法

叶海涵，陈武，郝文波，王长宝，侯凯，江小兵，胡秦然

《浙江电力》

DOI

2021

Modeling and Transient Stability Analysis of Mixed-GFM-GFL-Based Power System

Ming-Fei Li, Xiang-Jun Quan, Zai-Jun Wu, Wei Li, Ling Zhu, Qinran Hu

Information Security Practice and Experience

DOI

2021

An Overview of Virtual Power Plant Prospects from the Perspective of Optimal Scheduling, Market Bidding and Transient Analysis

Yong Zhang, Lingyuan Wang, Hao-Hui Ding, Yongkang Zhu, Qinran Hu, Zhenyu Lv

Information Security Practice and Experience

DOI

2021

Bi-level Optimization Model of Day-ahead Demand Response Strategy for Load Aggregator

Yuan Zhao, Hao-Ran Jiang, Qinran Hu, Yang Li, Zai-Jun Wu

Information Security Practice and Experience

DOI

2021

Cost and low-carbon competitiveness of electrolytic hydrogen in China

Guang-Sheng Pan, W. Gu, Qinran Hu, Jian-Xiao Wang, Fei Teng, G. Strbac

Energy & Environmental Science

DOI

2021

Benefits of Using Electrolytic Hydrogen for Offshore Wind on China's Low-carbon Energy

Jiaming Chen, Guang-Sheng Pan, Yongkang Zhu, Linwei Sang, Y. Ge, Qinran Hu

Information Security Practice and Experience

DOI

2021

IET Renewable Power Generation Special Issue: Power to Gas for Future Renewable Based Energy Systems

Xiang-Jun Quan, Qinran Hu, Xiao-Bo Dou, Zai-Jun Wu, Ling Zhu, Wei Li

2021

Adaptive Master-Slave Control Strategy for Medium Voltage DC Distribution Systems Based on a Novel Nonlinear Droop Controller

Xingfeng Xie, Xiang-Jun Quan, Zai-Jun Wu, Xiaoyong Cao, Xiao-Bo Dou, Qinran Hu

IEEE Transactions on Smart Grid

DOI

2021

Economic-based residential flexible resource allocation in microgrid

Zishan Guo, Hanhui Guo, Qinran Hu, Xiang-Jun Quan, Qi Wang, Zai-Jun Wu

Energy Reports

DOI

2021

A review on the application of grid-forming control in power system

Bo Yao, Qinran Hu, Xiang-Jun Quan, Wei Li, Ling Zhu

Information Security Practice and Experience

DOI

2021

Assessment of plum rain’s impact on power system emissions in Yangtze-Huaihe River basin of China

Guang-Sheng Pan, Qinran Hu, W. Gu, Shi-Xing Ding, Hai-Feng Qiu, Yu-Ping Lu

Nature Communications

DOI

2021

Construction Method of Equipment Knowledge Graph in Power Grid Monitoring Field Based on Multi-source Data Fusion

Yi Liu, Yinbin Yang, Zhao Yang, Qinran Hu, Deng Xing

Information Security Practice and Experience

DOI

2021

Analysis and Control of Battery Energy Storage System Based on Hybrid Active Third-Harmonic Current Injection Converter

Yibin Tao, Jiaxing Lei, Xin-Zhen Feng, Tian-Zhi Cao, Qinran Hu, Wu Chen

Energies

DOI

2021

A Voltage Control of Energy Storage Mobile Shelter Under Multi Energy Access

Haihan Ye, Wu Chen, Qinran Hu, Wenbo Hao, Changbao Wang, K. Hou, Xiaobing Jiang

2021 IEEE 4th International Electrical and Energy Conference (CIEEC)

DOI

2021

A user selection algorithm for aggregating electric vehicle demands based on a multi‐armed bandit approach

Qinran Hu, Nianchu Zhang, Xiang-Jun Quan, Lin-Quan Bai, Qi Wang, Xinyi Chen

IET Energy Systems Integration

DOI

2021

Optimal demand response strategy of commercial building‐based virtual power plant using reinforcement learning

Tao Chen, Qiushi Cui, Ci-Wei Gao, Qinran Hu, Ke-Xing Lai, Jianlin Yang, Ran Lyu, Hao Zhang, Jinyuan Zhang

IET Generation, Transmission & Distribution

DOI

2021

A dynamic distributed energy storage control strategy for providing primary frequency regulation using multi‐armed bandits method

Jian-Feng Sun, Yuan Zhao, Nianchu Zhang, Xinyi Chen, Qinran Hu, Jie-Ying Song

IET Generation, Transmission & Distribution

DOI

2021

Dynamic pricing of integrated energy service providers based on master-slave game

Yufeng Zhou, Hao-Hui Ding, Yiheng Liang, Zhen-Ya Ji, Zai-Jun Wu, Qinran Hu

Information Security Practice and Experience

DOI

2021

State Feedback Control Based Seamless Switch Control for Microgrid Inverter

Y. Zeng, Xiang-Jun Quan, Qinran Hu, Zhixiang Zou, F. Deng

Applied Sciences

DOI

2021

Strategic interaction to reduce customer fatigue in load aggregation

Xinyi Chen, Xiao-Chun Xu, Xin Dai, Qinran Hu, Xiang-Jun Quan, Shengzhe Yang

Energy Reports

DOI

2021

Redesigning capacity market to include flexibility via ramp constraints in high-renewable penetrated system

X. Fang, Qinran Hu, R. Bo, F. Li

DOI

2021

Heat-electricity joint bidding strategies for intelligent buildings in intelligent building cluster

Xun Dou, Yunfan Shao, Jun Wang, Qinran Hu

International Journal of Electrical Power & Energy Systems

DOI

2021

Temporal and Spatial Characteristics Analysis of Electrical Vehicle Charging Behaviour Based on SUMO

Wenxuan Shu, Yi-Wei Xu, Hao-Hui Ding, Zhen-Ya Ji, Qinran Hu

Information Security Practice and Experience

DOI

2021

The coordinated operation of dual batteries energy storage system for cold areas

Hao-Hui Ding, Qinran Hu, K. Hou, Xiao-Bo Dou, Chi Zhang

Energy Reports

DOI

2021

Entity alignment method in power grid monitoring field based on ontology vocabulary

Li Ping, Yinbin Yang, Fan Qing, Qinran Hu, Hang Zhou

IEEE Sustainable Power and Energy Conference (iSPEC)

DOI

2020

美国加州2020年轮流停电事故分析及其对中国电网的启示

胡秦然，丁昊晖，陈心宜，陈涛，丁一原，李扬

《电力系统自动化》

2020

Bi-level bidding and multi-energy retail packages for integrated energy service providers considering multi-energy demand elasticity

Xun Dou, Jun Wang, Qinran Hu, Yang Li

DOI

2020

Residential HVAC Aggregation Based on Risk-averse Multi-armed Bandit Learning for Secondary Frequency Regulation

Xinyi Chen, Qinran Hu, Qingxin Shi, Xiang-Jun Quan, Zai-Jun Wu, F. Li

Journal of Modern Power Systems and Clean Energy

DOI

2020

New Ancillary Service Market for ERCOT

Peng-Wei Du, Nitika V. Mago, Wei-Feng Li, Sandip Sharma, Qinran Hu, Tao Ding

IEEE Access

DOI

2020

A Dynamic Robust Restoration Framework for Unbalanced Power Distribution Networks

Jun-Jun Xu, Zai-Jun Wu, Xing-Huo Yu, Sheng Cheng, Qinran Hu, Qiu-Wei Wu

IEEE Transactions on Industrial Informatics

DOI

2020

Economic operation of integrated energy systems considering combined production of hydrogen and medical oxygen

Hao-Hui Ding, Qinran Hu, Y. Ge, Qiu-Wei Wu, Xiao-Bo Dou, Yang Li

IET Renewable Power Generation

DOI

2020

Control of grid‐forming application for fuel cell/electrolyser system

Xiang-Jun Quan, Qinran Hu, Xiao-Bo Dou, Zai-Jun Wu, Ling Zhu, Wei Li

IET Renewable Power Generation

DOI

2020

Adaptive robust energy and reserve co-optimization of integrated electricity and heating system considering wind uncertainty

Jingsong Tan, Qiu-Wei Wu, Qinran Hu, Wei Wei, Feng Liu

DOI

2020

A Reliability-aware Multi-armed Bandit Approach to Learn and Select Users in Demand Response

Ying-Ying Li, Qinran Hu, N. Li

at - Automatisierungstechnik

DOI

2020

Increasing operational flexibility of integrated energy systems by introducing power to hydrogen

Pu-Dong Ge, Qinran Hu, Qiu-Wei Wu, Xiao-Bo Dou, Zai-Jun Wu, Yi Ding

IET Renewable Power Generation

DOI

2020

A Scenario-adaptive Online Learning Algorithm for Demand Response

Linwei Sang, Qinran Hu, Yuan Zhao, Ru-Shuai Han, Zai-Jun Wu, Xiao-Bo Dou

IEEE Power & Energy Society General Meeting

DOI

2020

A Modified Incentive-based Demand Response Model using Deep Reinforcement Learning

Hong-Sheng Xu, Wen-Teng Kuang, Ji-Xiang Lu, Qinran Hu

IEEE PES Asia-Pacific Power and Energy Engineering Conference

DOI

2020

Extended-State-Observer-Based Distributed Robust Secondary Voltage and Frequency Control for an Autonomous Microgrid

Pu-Dong Ge, Xiao-Bo Dou, Xiang-Jun Quan, Qinran Hu, W. Sheng, Zai-Jun Wu, W. Gu

IEEE Transactions on Sustainable Energy

DOI

2019

Human Circadian Rhythm Detection Using Modern Power Grids

Qinran Hu, Cheng-Hai Zhang

2019

Dispatchable Generation of a Novel Compressed-Air Assisted Wind Turbine and Its Operation Mechanism

Jie-Sheng Cheng, Rui Li, F. Choobineh, Qinran Hu, Sheng-Wei Mei

IEEE Transactions on Sustainable Energy

DOI

2019

An Interval Arithmetic-Based State Estimation Framework for Power Distribution Networks

Jun-Jun Xu, Zai-Jun Wu, Xing-Huo Yu, Qinran Hu, Xiao-Bo Dou

IEEE transactions on industrial electronics (1982. Print)

DOI

2019

Expanding flexibility with P2H for integrated energy systems

Ting Wang, Xiao-Jun Zhu, Pu-Dong Ge, Qinran Hu, Qiu-Wei Wu, Xiao-Bo Dou, Hao-Hui Ding

8th Renewable Power Generation Conference (RPG 2019)

DOI

2019

A Physical Probabilistic Network Model for Distribution Network Topology Recognition Using Smart Meter Data

Wei Jiang, Jin-Ming Chen, Haibo Tang, Shu Cheng, Qinran Hu, Meng-Meng Cai, S. Rahman

IEEE Transactions on Smart Grid

DOI

2019

Aggregating residential demands with a multi-armed bandit approach

Shu Cheng, Ru-Shuai Han, Yuan Zhao, Qinran Hu, Wei Jiang

Information Security Practice and Experience

DOI

2019

Trade-Offs in Meter Deployment for Distribution Network State Estimation Considering Measurement Uncertainty

Jun-Jun Xu, Zai-Jun Wu, Qinran Hu, Cheng-Zhi Zhu, Xiao-Bo Dou

IEEE Access

DOI

2019

Learning andSelectingUsers forAchievingReliability in DemandResponse : AMulti-armedBanditApproach

Ying-Ying Li, Qinran Hu, N. Li

2019

A Novel Application of Smart Grid Data: Human Circadian Rhythm Detection

Zixin Cui, Hao-Hui Ding, Yu Liu, Hong-Sheng Xu, Qinran Hu

Information Security Practice and Experience

DOI

2019

Participation of an Energy Hub in Electricity and Heat Distribution Markets: An MPEC Approach

Rui Li, Wei Wei, S. Mei, Qinran Hu, Qiu-Wei Wu

IEEE Transactions on Smart Grid

DOI

2019

A nonintrusive control strategy using voltage and reactive power for distribution systems based on PV and the nine-zone diagram

Xiao-Bo Dou, X. Duan, Qinran Hu, Lu Shen, Zai-Jun Wu

International Journal of Electrical Power & Energy Systems

DOI

2018

基于监督式学习的自适应竞价预测模型研究

初日辉，胡秦然，时翔，李鹏

《电气技术》

2018

A Distributed Voltage Control Strategy for Multi-Microgrid Active Distribution Networks Considering Economy and Response Speed

Xiao-Bo Dou, Pei Xu, Qinran Hu, W. Sheng, Xiang-Jun Quan, Zai-Jun Wu, Xu Bin

IEEE Access

DOI

2018

A Framework of Residential Demand Aggregation With Financial Incentives

Qinran Hu, F. Li, X. Fang, Lin-Quan Bai

IEEE Transactions on Smart Grid

DOI

2018

Promoting acceptance of direct load control programs in the United States: Financial incentive versus control option

Xiaojing Xu, Chien-fei Chen, Xiaojuan Zhu, Qinran Hu

DOI

2018

Dynamic demand control for system frequency regulation: Concept review, algorithm comparison, and future vision

Qingxin Shi, F. Li, Qinran Hu, Zhi-Wei Wang

DOI

2018

Learning and Selecting the Right Customers for Reliability: A Multi-Armed Bandit Approach

Ying-Ying Li, Qinran Hu, Na Li

IEEE Conference on Decision and Control

DOI

2017

主动配电网状态估计技术评述

吴在军，徐俊俊，余星火，胡秦然，窦晓波，顾伟

《电力系统自动化》

2017

GPU-Based Fast Decoupled Power Flow With Preconditioned Iterative Solver and Inexact Newton Method

Xue Li, F. Li, Hao-Yu Yuan, Hantao Cui, Qinran Hu

IEEE Transactions on Power Systems

DOI

2017

A new method for optimal FTU placement in distribution network under consideration of power service reliability

Jun-Jun Xu, Zai-Jun Wu, Xing-Huo Yu, Qinran Hu, Cheng-Zhi Zhu, Xiao-Bo Dou, W. Gu, Zhi Wu

Science China Technological Sciences

DOI

2017

Distributed temperature control via Geothermal Heat Pump systems in energy efficient buildings

Xuan Zhang, Wenbo Shi, Qinran Hu, Bin Yan, A. Malkawi, Na Li

American Control Conference

DOI

2017

Gain tuning control strategy for DFIG-based wind farms

Yao Xu, Can Huang, F. Li, Xue Li, Qinran Hu

IEEE Power & Energy Society General Meeting

DOI

2017

Effective method to determine time-delay stability margin and its application to power systems

C. Dong, H. Jia, Tao Jiang, Lin-Quan Bai, Qinran Hu, Lei Wang, Yi-Lang Jiang

DOI

2017

Vision of Future Control Centers in Smart Grids

F. Li, Pei Zhang, S. Adhikari, Yan-Li Wei, Qinran Hu

Smart Grids

DOI

2017

An interval arithmetic-based state estimation for unbalanced active distribution networks

Jun-Jun Xu, Zai-Jun Wu, Xiao-Bo Dou, Qinran Hu

IEEE Power & Energy Society General Meeting

DOI

2016

Strategic CBDR bidding considering FTR and wind power

X. Fang, F. Li, Qinran Hu, Yan-Li Wei

DOI

2016

Application of battery-supercapacitor energy storage system for smoothing wind power output: An optimal coordinated control strategy

Lin-Quan Bai, F. Li, Qinran Hu, Hantao Cui, X. Fang

IEEE Power & Energy Society General Meeting

DOI

2016

Coupon-Based Demand Response Considering Wind Power Uncertainty: A Strategic Bidding Model for Load Serving Entities

X. Fang, Qinran Hu, F. Li, Bei-Bei Wang, Yang Li

IEEE Transactions on Power Systems

DOI

2016

Estimating inter-area dominant oscillation mode in bulk power grid using multi-channel continuous wavelet transform

Tao Jiang, Lin-Quan Bai, Guo-Qing Li, H. Jia, Qinran Hu, Hao-Yu Yuan

DOI

2016

Day-ahead coordinated operation of utility-scale electricity and natural gas networks considering demand response based virtual power plants

Hantao Cui, F. Li, Qinran Hu, Lin-Quan Bai, X. Fang

DOI

2016

Risk Constrained Scheduling of Energy Storage for Load Serving Entities Considering Load and LMP Uncertainties

X. Fang, F. Li, Hantao Cui, Lin-Quan Bai, Hao-Yu Yuan, Qinran Hu, Bei-Bei Wang

DOI

2016

Day-ahead optimal scheduling method for grid-connected microgrid based on energy storage control strategy

Xiangyu Kong, Lin-Quan Bai, Qinran Hu, F. Li, Cheng-Shan Wang

DOI

2016

Data quality issues for synchrophasor applications Part II: problem formulation and potential solutions

Can Huang, F. Li, L. Zhan, Yao Xu, Qinran Hu, Dao Zhou, Yi-Lu Liu

DOI

2016

Mitigate overestimation of voltage stability margin by coupled single-port circuit models

Hao-Yu Yuan, Xue Li, F. Li, X. Fang, Hantao Cui, Qinran Hu

IEEE Power & Energy Society General Meeting

DOI

2016

Synchrophasor measurement-based correlation approach for dominant mode identification in bulk power systems

Tao Jiang, Lin-Quan Bai, F. Li, H. Jia, Qinran Hu, Xiao-Long Jin

DOI

2015

Robust mean-variance optimization model for grid-connected microgrids

Lin-Quan Bai, Qinran Hu, F. Li, Tao Ding, Hong-Bin Sun

IEEE Power & Energy Society General Meeting

DOI

2015

System load margin evaluation using mixed-integer conic optimization

X. Fang, F. Li, Qinran Hu, Ningchao Gao

North American Power Symposium

DOI

2015

The impact of FTR on LSE's strategic bidding considering coupon based demand response

X. Fang, F. Li, Qinran Hu, Yan-Li Wei, Ningchao Gao

IEEE Power & Energy Society General Meeting

DOI

2015

An approach to assess the responsive residential demand to financial incentives

Qinran Hu, X. Fang, F. Li, Xiaojing Xu, Chien-fei Chen, Haolu Hu

IEEE Power & Energy Society General Meeting

DOI

2015

Incentive based Residential Demand Aggregation

Qinran Hu

2014

A comprehensive user interactive simulation tool for smart home application

Qinran Hu, Jason Chan, F. Li, Dong-Hong Chen

Australasian Universities Power Engineering Conference

DOI

2014

Simulation of a Smart Home Energy Management System with Dynamic Price Response

Jason Chan, Qinran Hu

Pursuit: The Journal of Undergraduate Research at the University of Tennessee

DOI

2013

Probabilistic Model of Payment Cost Minimization Considering Wind Power and Its Uncertainty

Yao Xu, Qinran Hu, F. Li

IEEE Transactions on Sustainable Energy

DOI

2013

Hardware Design of Smart Home Energy Management System With Dynamic Price Response

Qinran Hu, F. Li

IEEE Transactions on Smart Grid

DOI

2011

Heuristic optimal restoration based on constructive algorithms for future smart grids

S. Adhikari, F. Li, Qinran Hu, Zhen-Yuan Wang

International Conference on Intelligent System Applications to Power Systems

DOI

Risk-aware coordinated scheduling of battery storage and AI data centers with decoupled multi-layer AI workload models

Xin Xie, Can Huang, Qinran Hu, Zai-Jun Wu, S. Bu, F. Li

Applied Energy

DOI

书籍章节

2022

Slow/Fast Charging Pile Configuration in Multi-areas Based on Time-Space Transfer Characteristics of EV

Yiwei Xu, Wenxuan Shu, Jiaming Chen, Linwei Sang, Qinran Hu, Rushuai Han

Lecture notes in electrical engineering

DOI

2022

Optimal Operation of Regional Energy Internet Considering Distributed Resource Aggregation

Dian Yuan, Haohui Ding, Qinran Hu, Zaijun Wu, Rushuai Han

Lecture notes in electrical engineering

DOI

研究方向

分布式能源聚合管控极端环境能源系统设计电力系统经济运行

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