Nanpeng Yu - RankMe

93 papers C 1Journal 63Unranked 29

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AccSPS Learning Rate: Accelerated Convergence Through Decision-Adjusted Levels for Stochastic Polyak Stepsize. IEEE Trans Autom. Sci. Eng. Jingtao Qin, Anbang Liu, Mikhail A. Bragin, Nanpeng Yu
2026	J	`jnl`	Coordinating Power Grid Frequency Regulation Service with Data Center Load Flexibility. CoRR Ali Jahanshahi, Sara Rashidi Golrouye, Osten Anderson, Nanpeng Yu, Daniel Wong
2026	J	`jnl`	Generating Synthetic Net Load Data for Residential Customers With Physics-Informed Diffusion Models. IEEE Trans. Smart Grid Shaorong Zhang, Yuanbin Cheng, Jingtao Qin, Nanpeng Yu
2026	J	`jnl`	TERRAN: A Transformer-Based Electric Vehicle Routing Agent for Real-Time Adaptive Navigation. IEEE Trans Autom. Sci. Eng. Maojie Tang, Nanpeng Yu, Ioannis Karamouzas, Zuzhao Ye
2026	J	`jnl`	Unified Fourier Graph-Based Spatiotemporal Learning and Corrected NWP for Multi-Site Ultra-Short Term Photovoltaic Power Forecasting. IEEE Trans. Smart Grid Chunyu Zhang, Xueqian Fu, Zhengshuo Li, Nanpeng Yu, Youmin Zhang, Haitong Gu
2025	J	`jnl`	A Cyber-Physical Security Assessment Model for Distribution Grid With High Penetration of Electric Vehicle Charging Infrastructure. IEEE Internet Things J. Yujie Yang, Yadong Zhou, Yang Liu, Sizhe He, Nanpeng Yu, Jiaxuan Fei, Ting Liu, Xiaohong Guan
2025	J	`jnl`	A Neural Column-and-Constraint Generation Method for Solving Two-Stage Stochastic Unit Commitment. CoRR Zhentong Shao, Jingtao Qin, Nanpeng Yu
2025	J	`jnl`	A Spatio-Temporal Graph Learning Approach to Real-Time Economic Dispatch with Multi-Transmission-Node DER Aggregation. CoRR Zhentong Shao, Jingtao Qin, Xianbang Chen, Nanpeng Yu
2025	J	`jnl`	Carbon-Aware Optimal Power Flow with Data-Driven Carbon Emission Tracing. CoRR Zhentong Shao, Nanpeng Yu
2025	J	`jnl`	Neural Two-Stage Stochastic Optimization for Solving Unit Commitment Problem. CoRR Zhentong Shao, Jingtao Qin, Nanpeng Yu
2025	J	`jnl`	Neural Two-Stage Stochastic Volt-VAR Optimization for Three-Phase Unbalanced Distribution Systems with Network Reconfiguration. CoRR Zhentong Shao, Jingtao Qin, Nanpeng Yu
2025	J	`jnl`	Physical Intrusion Attack Detection in Fieldbus Network With Passive Fail-Safe Biasing. IEEE Trans Autom. Sci. Eng. Xiangming Wang, Yang Liu, Nanpeng Yu, Pengfei Liu, Nanyi Deng, Yanan Li, Ting Liu
2025	J	`jnl`	Stochastic Long-Term Joint Decarbonization Planning for Power Systems and Data Centers: A Case Study in PJM. CoRR Zhentong Shao, Nanpeng Yu, Daniel Wong
2024	J	`jnl`	A Dynamic and Static Combined State Recovery Method Against FDI Attacks in Power Grids. IEEE Trans. Smart Grid Jiazhou Wang, Jue Tian, Nanpeng Yu, Yang Liu, Haichuan Zhang, Yadong Zhou, Ting Liu
2024	—	`conf`	A Hybrid Query-Efficient Black-Box Adversarial Attack on Power System Event Classifiers. SmartGridComm Yuanbin Cheng, Koji Yamashita, Nanpeng Yu, Yang Liu
2024	J	`jnl`	Generating Synthetic Net Load Data with Physics-informed Diffusion Model. CoRR Shaorong Zhang, Yuanbin Cheng, Nanpeng Yu
2024	J	`jnl`	Impact of Flexible and Bidirectional Charging in Medium- and Heavy-Duty Trucks on California's Decarbonization Pathway. CoRR Osten Anderson, Wanshi Hong, Bin Wang, Nanpeng Yu
2024	J	`jnl`	Improved Decarbonization Planning Through Climate Resiliency Modeling. IEEE Access Osten Anderson, Cameron Bracken, Casey D. Burleyson, Alex Pusch, Nanpeng Yu
2024	J	`jnl`	Joint Planning of Charging Stations and Power Systems for Heavy-Duty Drayage Trucks. CoRR Zuzhao Ye, Nanpeng Yu, Ran Wei
2024	J	`jnl`	On the Selection of Intermediate Length Representative Periods for Capacity Expansion. CoRR Osten Anderson, Nanpeng Yu, Konstantinos Oikonomou, Di Wu
2024	—	`conf`	Predicting Power System Frequency Health Index with PMUs and Graph Attention Networks. SmartGridComm Koji Yamashita, Nanpeng Yu, Evangelos Farantatos, Lin Zhu
2023	J	`jnl`	Adversarial Purification for Data-Driven Power System Event Classifiers with Diffusion Models. CoRR Yuanbin Cheng, Koji Yamashita, Jim Follum, Nanpeng Yu
2023	J	`jnl`	An Optimization Method-Assisted Ensemble Deep Reinforcement Learning Algorithm to Solve Unit Commitment Problems. IEEE Access Jingtao Qin, Yuanqi Gao, Mikhail A. Bragin, Nanpeng Yu
2023	J	`jnl`	Lyapunov Optimization in Online Battery Energy Storage System Control for Commercial Buildings. IEEE Trans. Smart Grid Jie Shi, Zuzhao Ye, Huaizhu Oliver Gao, Nanpeng Yu
2023	J	`jnl`	Missing Value Replacement for PMU Data via Deep Learning Model With Magnitude Trend Decoupling. IEEE Access Yuanbin Cheng, Brandon Foggo, Koji Yamashita, Nanpeng Yu
2023	J	`jnl`	Optimize Deep Decarbonization Pathways in California with Power System Planning Using Surrogate Level-based Lagrangian Relaxation. CoRR Osten Anderson, Nanpeng Yu, Mikhail A. Bragin
2023	—	`conf`	Predict Locational Marginal Greenhouse Gas Emission Factors of Electricity with Spatial-Temporal Graph Convolutional Networks. ISGT EUROPE Wenyu Wang, Yinglun Li, Nanpeng Yu
2023	—	`conf`	Reconfigure Distribution Network with Physics-informed Graph Neural Network. ISGT EUROPE Jingtao Qin, Nanpeng Yu
2023	J	`jnl`	Solve Large-scale Unit Commitment Problems by Physics-informed Graph Learning. CoRR Jingtao Qin, Nanpeng Yu
2023	J	`jnl`	Toward Efficient Transportation Electrification of Heavy-Duty Trucks: Joint Scheduling of Truck Routing and Charging. CoRR Mikhail A. Bragin, Zuzhao Ye, Nanpeng Yu
2022	J	`jnl`	A Dynamic Behavior-Based Bulk Power System Event Signature Library With Empirical Clustering. IEEE Access Koji Yamashita, Brandon Foggo, Xianghao Kong, Yuanbin Cheng, Jie Shi, Nanpeng Yu
2022	—	`conf`	A Reinforcement Learning-based Volt-VAR Control Dataset and Testing Environment. ISGT Asia Yuanqi Gao, Nanpeng Yu
2022	J	`jnl`	A Reinforcement Learning-based Volt-VAR Control Dataset and Testing Environment. CoRR Yuanqi Gao, Nanpeng Yu
2022	—	`conf`	Adversarial Attacks on Deep Neural Network-based Power System Event Classification Models. ISGT Asia Yuanbin Cheng, Koji Yamashita, Nanpeng Yu
2022	J	`jnl`	An Optimization Method-Assisted Ensemble Deep Reinforcement Learning Algorithm to Solve Unit Commitment Problems. CoRR Jingtao Qin, Yuanqi Gao, Mikhail A. Bragin, Nanpeng Yu
2022	—	`conf`	Data-Driven Ice Blockage Estimation of Water Intake at Niagara Hydropower Station. ISGT Asia Koji Yamashita, Nanpeng Yu
2022	J	`jnl`	Deep Reinforcement Learning Enabled Physical-Model-Free Two-Timescale Voltage Control Method for Active Distribution Systems. IEEE Trans. Smart Grid Di Cao, Junbo Zhao, Weihao Hu, Nanpeng Yu, Fei Ding, Qi Huang, Zhe Chen
2022	J	`jnl`	Distributed and communication-efficient solutions to linear equations with special sparse structure. Syst. Control. Lett. Peng Wang, Yuanqi Gao, Nanpeng Yu, Wei Ren, Jianming Lian, Di Wu
2022	—	`conf`	Fast Graphical Learning Method for Parameter Estimation in Large-Scale Distribution Networks. SmartGridComm Wenyu Wang, Nanpeng Yu, Yue Zhao
2022	J	`jnl`	Learning to Operate an Electric Vehicle Charging Station Considering Vehicle-Grid Integration. IEEE Trans. Smart Grid Zuzhao Ye, Yuanqi Gao, Nanpeng Yu
2022	J	`jnl`	Multi-Agent Deep Reinforcement Learning for Voltage Control With Coordinated Active and Reactive Power Optimization. IEEE Trans. Smart Grid Daner Hu, Zhenhui Ye, Yuanqi Gao, Zuzhao Ye, Yonggang Peng, Nanpeng Yu
2022	—	`conf`	Power System Event Identification with Transfer Learning Using Large-scale Real-world Synchrophasor Data in the United States. ISGT Jie Shi, Koji Yamashita, Nanpeng Yu
2022	J	`jnl`	PowerMorph: QoS-Aware Server Power Reshaping for Data Center Regulation Service. ACM Trans. Archit. Code Optim. Ali Jahanshahi, Nanpeng Yu, Daniel Wong
2022	J	`jnl`	pmuBAGE: The Benchmarking Assortment of Generated PMU Data for Power System Events - Part I: Overview and Results. CoRR Brandon Foggo, Koji Yamashita, Nanpeng Yu
2022	J	`jnl`	pmuBAGE: The Benchmarking Assortment of Generated PMU Data for Power System Events. CoRR Brandon Foggo, Koji Yamashita, Nanpeng Yu
2021	—	`conf`	Analyzing Data Selection Techniques with Tools from the Theory of Information Losses. IEEE BigData Brandon Foggo, Nanpeng Yu
2021	J	`jnl`	Consensus Multi-Agent Reinforcement Learning for Volt-VAR Control in Power Distribution Networks. IEEE Trans. Smart Grid Yuanqi Gao, Wei Wang, Nanpeng Yu
2021	—	`conf`	Deep Reinforcement Learning in Power Distribution Systems: Overview, Challenges, and Opportunities. ISGT Yuanqi Gao, Nanpeng Yu
2021	—	`conf`	Detect and Identify Topology Change in Power Distribution Systems Using Graph Signal Processing. ISGT-Europe Osten Anderson, Nanpeng Yu
2021	J	`jnl`	Estimate Three-Phase Distribution Line Parameters With Physics-Informed Graphical Learning Method. CoRR Wenyu Wang, Nanpeng Yu
2021	—	`conf`	Learning to Arbitrage Congestion in Electricity Market with Virtual Bids. ISGT-Europe Yinglun Li, Nanpeng Yu
2021	J	`jnl`	Learning to Operate an Electric Vehicle Charging Station Considering Vehicle-grid Integration. CoRR Zuzhao Ye, Yuanqi Gao, Nanpeng Yu
2021	J	`jnl`	Machine Learning-Driven Virtual Bidding with Electricity Market Efficiency Analysis. CoRR Yinglun Li, Nanpeng Yu, Wei Wang
2021	—	`conf`	Reinforcement Learning-based Smart Inverter Control with Polar Action Space in Power Distribution Systems. CCTA Farzana Kabir, Yuanqi Gao, Nanpeng Yu
2021	—	`conf`	Short-term Forecasting for Utilization Rates of Electric Vehicle Charging Stations. ISC2 Zuzhao Ye, Ran Wei, Nanpeng Yu
2021	—	`conf`	Solving Unit Commitment Problems with Multi-step Deep Reinforcement Learning. SmartGridComm Jingtao Qin, Nanpeng Yu, Yuanqi Gao
2020	J	`jnl`	Batch-Constrained Reinforcement Learning for Dynamic Distribution Network Reconfiguration. CoRR Yuanqi Gao, Wei Wang, Jie Shi, Nanpeng Yu
2020	J	`jnl`	Batch-Constrained Reinforcement Learning for Dynamic Distribution Network Reconfiguration. IEEE Trans. Smart Grid Yuanqi Gao, Wei Wang, Jie Shi, Nanpeng Yu
2020	J	`jnl`	Consensus Multi-Agent Reinforcement Learning for Volt-VAR Control in Power Distribution Networks. CoRR Yuanqi Gao, Wei Wang, Nanpeng Yu
2020	—	`conf`	Detection and Segmentation of Power Line Fires in Videos. ISGT Jie Shi, Wei Wang, Yuanqi Gao, Nanpeng Yu
2020	—	`conf`	HAT-DRL: Hotspot-Aware Task Mapping for Lifetime Improvement of Multicore System using Deep Reinforcement Learning. MLCAD Jinwei Zhang, Sheriff Sadiqbatcha, Yuanqi Gao, Michael O'Dea, Nanpeng Yu, Sheldon X.-D. Tan
2020	J	`jnl`	Improving Supervised Phase Identification Through the Theory of Information Losses. IEEE Trans. Smart Grid Brandon Foggo, Nanpeng Yu
2020	J	`jnl`	Information Losses in Neural Classifiers From Sampling. IEEE Trans. Neural Networks Learn. Syst. Brandon Foggo, Nanpeng Yu, Jie Shi, Yuanqi Gao
2020	J	`jnl`	Linearized Price-Responsive HVAC Controller for Optimal Scheduling of Smart Building Loads. IEEE Trans. Smart Grid Mohammad Ostadijafari, Anamika Dubey, Nanpeng Yu
2020	J	`jnl`	On the Maximum Mutual Information Capacity of Neural Architectures. CoRR Brandon Foggo, Nanpeng Yu
2020	—	`conf`	Online Event Detection in Synchrophasor Data with Graph Signal Processing. SmartGridComm Jie Shi, Brandon Foggo, Xianghao Kong, Yuanbin Cheng, Nanpeng Yu, Koji Yamashita
2020	J	`jnl`	Operating Electric Vehicle Fleet for Ride-Hailing Services With Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. Jie Shi, Yuanqi Gao, Wei Wang, Nanpeng Yu, Petros A. Ioannou
2020	J	`jnl`	Optimal Placement and Intelligent Smoke Detection Algorithm for Wildfire-Monitoring Cameras. IEEE Access Jie Shi, Wei Wang, Yuanqi Gao, Nanpeng Yu
2020	J	`jnl`	Power System Event Identification based on Deep Neural Network with Information Loading. CoRR Jie Shi, Brandon Foggo, Nanpeng Yu
2020	J	`jnl`	Safe Off-Policy Deep Reinforcement Learning Algorithm for Volt-VAR Control in Power Distribution Systems. IEEE Trans. Smart Grid Wei Wang, Nanpeng Yu, Yuanqi Gao, Jie Shi
2019	J	`jnl`	A Physically Inspired Data-Driven Model for Electricity Theft Detection With Smart Meter Data. IEEE Trans. Ind. Informatics Yuanqi Gao, Brandon Foggo, Nanpeng Yu
2019	J	`jnl`	Asymptotic Finite Sample Information Losses in Neural Classifiers. CoRR Brandon Foggo, Nanpeng Yu, Jie Shi, Yuanqi Gao
2019	—	`conf`	Dynamic Distribution Network Reconfiguration Using Reinforcement Learning. SmartGridComm Yuanqi Gao, Jie Shi, Wei Wang, Nanpeng Yu
2019	—	`conf`	Estimation of Behind-the-Meter Solar Generation by Integrating Physical with Statistical Models. SmartGridComm Farzana Kabir, Nanpeng Yu, Weixin Yao, Rui Yang, Yingchen Zhang
2019	J	`jnl`	Improving Supervised Phase Identification Through the Theory of Information Losses. CoRR Brandon Foggo, Nanpeng Yu
2019	J	`jnl`	Interpreting Active Learning Methods Through Information Losses. CoRR Brandon Foggo, Nanpeng Yu
2019	J	`jnl`	Maximum Marginal Likelihood Estimation of Phase Connections in Power Distribution Systems. CoRR Wenyu Wang, Nanpeng Yu
2019	J	`jnl`	Smart Building Energy Management using Nonlinear Economic Model Predictive Control. CoRR Mohammad Ostadijafari, Anamika Dubey, Yang Liu, Jie Shi, Nanpeng Yu
2019	—	`conf`	Volt-VAR Control in Power Distribution Systems with Deep Reinforcement Learning. SmartGridComm Wei Wang, Nanpeng Yu, Jie Shi, Yuanqi Gao
2018	—	`conf`	Communication-efficient Distributed Solutions to a System of Linear Equations with Laplacian Sparse Structure. CDC Peng Wang, Yuanqi Gao, Nanpeng Yu, Wei Ren, Jianming Lian, Di Wu
2018	—	`conf`	Impacts of Climate Change and Socioeconomic Development on Electric Load in California. Australasian Conference on Artificial Intelligence Jie Shi, Nanpeng Yu
2018	J	`jnl`	Improved Battery Storage Valuation Through Degradation Reduction. IEEE Trans. Smart Grid Brandon Foggo, Nanpeng Yu
2018	—	`conf`	Nonintrusive Load Monitoring Based on Deep Learning. DARE@PKDD/ECML Ke Wang, Haiwang Zhong, Nanpeng Yu, Qing Xia
2017	—	`conf`	Evaluation of frequency regulation provision by commercial building HVAC systems. CASE Yang Liu, Nanpeng Yu, Jie Shi, Bing Dong, Wei Ren, Xiaohong Guan
2017	J	`jnl`	Multiperiod Risk-Limiting Dispatch in Power Systems With Renewables Integration. IEEE Trans. Ind. Informatics Chaoyi Peng, Yunhe Hou, Nanpeng Yu, Jie Yan, Shunbo Lei, Weisheng Wang
2017	J	`jnl`	Phase Balancing in Power Distribution Network with Data Center. SIGMETRICS Perform. Evaluation Rev. Wei Wang, Nanpeng Yu
2017	—	`conf`	State estimation for unbalanced electric power distribution systems using AMI data. ISGT Yuanqi Gao, Nanpeng Yu
2016	J	`jnl`	An Energy Scheduling Algorithm Supporting Power Quality Management in Commercial Building Microgrids. IEEE Trans. Smart Grid Mingguo Hong, Xiangyang Yu, Nanpeng Yu, Kenneth A. Loparo
2016	C	`conf`	Phase Identification in Electric Power Distribution Systems by Clustering of Smart Meter Data. ICMLA Wenyu Wang, Nanpeng Yu, Brandon Foggo, Joshua Davis, Juan Li
2016	J	`jnl`	Proactive Demand Participation of Smart Buildings in Smart Grid. IEEE Trans. Computers Tianshu Wei, Qi Zhu, Nanpeng Yu
2015	—	`conf`	Big data analytics in power distribution systems. ISGT Nanpeng Yu, Sunil Shah, Raymond Johnson, Robert Sherick, Mingguo Hong, Kenneth A. Loparo
2015	J	`jnl`	Convergence of the Surrogate Lagrangian Relaxation Method. J. Optim. Theory Appl. Mikhail A. Bragin, Peter B. Luh, Joseph H. Yan, Nanpeng Yu, Gary A. Stern
2015	—	`conf`	From passive demand response to proactive demand participation. CASE Nanpeng Yu, Tianshu Wei, Qi Zhu