Yi Wang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 59

Top Topics

Temporal Dependencies

Load Forecasting

Top Venues

IEEE Trans. Smart Grid

IEEE Internet Things J.

IEEE Trans. Ind. Informatics

Publications

Xueyuan Cui, Guangchun Ruan, François Vallée, Jean-François Toubeau, Yi Wang
A Two-Level Coordination Strategy for Distribution Network Balancing. IEEE Trans. Smart Grid 15 (1) (2024)
Mengshuo Jia, Gabriela Hug, Ning Zhang, Zhaojian Wang, Yi Wang, Chongqing Kang
Data-driven Power Flow Linearization: Theory. CoRR (2024)
Mengshuo Jia, Gabriela Hug, Ning Zhang, Zhaojian Wang, Yi Wang, Chongqing Kang
Data-driven Power Flow Linearization: Simulation. CoRR (2024)
Mingyu Huang, Xueyuan Cui, Ning Zhang, Mengshuo Jia, Yi Wang
Optimal Planning of Standalone Net-Zero Energy Systems With Small Modular Reactors. IEEE Trans. Smart Grid 15 (4) (2024)
Nan Lu, Shu Liu, Qingsong Wen, Qiming Chen, Liang Sun, Yi Wang
Federated Domain Separation for Distributed Forecasting of Non-IID Household Loads. IEEE Trans. Smart Grid 15 (4) (2024)
Yiyuan Yang, Ming Jin, Haomin Wen, Chaoli Zhang, Yuxuan Liang, Lintao Ma, Yi Wang, Chenghao Liu, Bin Yang, Zenglin Xu, Jiang Bian, Shirui Pan, Qingsong Wen
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data. CoRR (2024)
Zichuan Liu, Yingying Zhang, Tianchun Wang, Zefan Wang, Dongsheng Luo, Mengnan Du, Min Wu, Yi Wang, Chunlin Chen, Lunting Fan, Qingsong Wen
Explaining Time Series via Contrastive and Locally Sparse Perturbations. ICLR (2024)
Dawei Qiu, Yi Wang, Zhaohao Ding, Yi Wang, Goran Strbac
Graph Reinforcement Learning for Carbon-Aware Electric Vehicles in Power-Transport Networks. IEEE Trans. Smart Grid 15 (4) (2024)
Yi Wang, Chien-Fei Chen, Peng-Yong Kong, Husheng Li, Qingsong Wen
A Cyber-Physical-Social Perspective on Future Smart Distribution Systems. Proc. IEEE 111 (7) (2023)
Fangyuan Si, Ning Zhang, Yi Wang, Peng-Yong Kong, Wenjie Qiao
Distributed Optimization for Integrated Energy Systems With Secure Multiparty Computation. IEEE Internet Things J. 10 (9, May 1) (2023)
Dalin Qin, Chenxi Wang, Qingsong Wen, Weiqi Chen, Liang Sun, Yi Wang
Personalized Federated DARTS for Electricity Load Forecasting of Individual Buildings. IEEE Trans. Smart Grid 14 (6) (2023)
Chenxi Wang, Yangze Zhou, Qingsong Wen, Yi Wang
Improving Load Forecasting Performance via Sample Reweighting. IEEE Trans. Smart Grid 14 (4) (2023)
Cheng Feng, Linbin Huang, Xiuqiang He, Yi Wang, Florian Dörfler, Qixin Chen
Joint Oscillation Damping and Inertia Provision Service for Converter-Interfaced Generation. CoRR (2023)
Cheng Feng, Qixin Chen, Yi Wang, Peng-Yong Kong, Hongchao Gao, Songsong Chen
Provision of Contingency Frequency Services for Virtual Power Plants With Aggregated Models. IEEE Trans. Smart Grid 14 (4) (2023)
Peng-Yong Kong, Yi Wang
Unmanned Aerial Vehicle as Encryption Key Distributor for Secure Communications in Smart Grid. IEEE Internet Things J. 10 (8, April 15) (2023)
Jean-François Toubeau, Fei Teng, Thomas Morstyn, Leandro Von Krannichfeldt, Yi Wang
Privacy-Preserving Probabilistic Voltage Forecasting in Local Energy Communities. IEEE Trans. Smart Grid 14 (1) (2023)
Shiguang Song, Victor O. K. Li, Jacqueline C. K. Lam, Yi Wang
Personalized Ambient Pollution Estimation Based on Stationary-Camera-Taken Images Under Cross-Camera Information Sharing in Smart City. IEEE Internet Things J. 10 (17) (2023)
Miha Grabner, Yi Wang, Qingsong Wen, Bostjan Blazic, Vitomir Struc
A Global Modeling Framework for Load Forecasting in Distribution Networks. IEEE Trans. Smart Grid 14 (6) (2023)
Yi Wang, Mengshuo Jia, Ning Gao, Leandro Von Krannichfeldt, Mingyang Sun, Gabriela Hug
Federated Clustering for Electricity Consumption Pattern Extraction. IEEE Trans. Smart Grid 13 (3) (2022)
Jean-François Toubeau, Thuy-Hai Nguyen, Hooman Khaloie, Yi Wang, François Vallée
Forecast-Driven Stochastic Scheduling of a Virtual Power Plant in Energy and Reserve Markets. IEEE Syst. J. 16 (4) (2022)
Jiawei Zhang, Yi Wang, Mingyang Sun, Ning Zhang
Two-Stage Bootstrap Sampling for Probabilistic Load Forecasting. IEEE Trans. Engineering Management 69 (3) (2022)
Yang Li, Jiazheng Li, Yi Wang
Privacy-Preserving Spatiotemporal Scenario Generation of Renewable Energies: A Federated Deep Generative Learning Approach. IEEE Trans. Ind. Informatics 18 (4) (2022)
Cheng Feng, Yi Wang, Xuanyuan Wang, Qixin Chen
Device Access Optimization for Virtual Power Plants in Heterogeneous Networks. IEEE Trans. Smart Grid 13 (2) (2022)
Chenyu Zhou, Cheng Feng, Yi Wang
Spatial-Temporal Energy Management of Base Stations in Cellular Networks. IEEE Internet Things J. 9 (13) (2022)
Cheng Feng, Qixin Chen, Yi Wang, Jiaqi Ma, Xuanyuan Wang
Frequency Regulation Service Provision for Virtual Power Plants Through 5G RAN Slicing. IEEE Trans. Smart Grid 13 (6) (2022)
Adrian Lang, Yi Wang, Cheng Feng, Eleni Stai, Gabriela Hug
Data Aggregation Point Placement for Smart Meters in the Smart Grid. IEEE Trans. Smart Grid 13 (1) (2022)
Mengshuo Jia, Yi Wang, Chen Shen, Gabriela Hug
Privacy-Preserving Distributed Clustering for Electrical Load Profiling. IEEE Trans. Smart Grid 12 (2) (2021)
Jialun Zhang, Yi Wang, Gabriela Hug
Cost-Oriented Load Forecasting. CoRR (2021)
Jean-François Toubeau, Thomas Morstyn, Jérémie Bottieau, Kedi Zheng, Dimitra Apostolopoulou, Zacharie De Grève, Yi Wang, François Vallée
Capturing Spatio-Temporal Dependencies in the Probabilistic Forecasting of Distribution Locational Marginal Prices. IEEE Trans. Smart Grid 12 (3) (2021)
Yinxiao Li, Yi Wang, Qixin Chen
Optimal Dispatch With Transformer Dynamic Thermal Rating in ADNs Incorporating High PV Penetration. IEEE Trans. Smart Grid 12 (3) (2021)
Yi Wang, Imane Lahmam Bennani, Xiufeng Liu, Mingyang Sun, Yao Zhou
Electricity Consumer Characteristics Identification: A Federated Learning Approach. IEEE Trans. Smart Grid 12 (4) (2021)
Kedi Zheng, Qixin Chen, Yi Wang, Chongqing Kang, Le Xie
Unsupervised Congestion Status Identification Using LMP Data. IEEE Trans. Smart Grid 12 (1) (2021)
Jiawei Zhang, Yi Wang, Yang Weng, Ning Zhang
Topology Identification and Line Parameter Estimation for Non-PMU Distribution Network: A Numerical Method. IEEE Trans. Smart Grid 11 (5) (2020)
Cheng Feng, Yi Wang, Kedi Zheng, Qixin Chen
Smart Meter Data-Driven Customizing Price Design for Retailers. IEEE Trans. Smart Grid 11 (3) (2020)
Mengshuo Jia, Yi Wang, Chen Shen, Gabriela Hug
Privacy-preserving Distributed Probabilistic Load Flow. CoRR (2020)
Kedi Zheng, Yi Wang, Kai Liu, Qixin Chen
Locational Marginal Price Forecasting: A Componential and Ensemble Approach. IEEE Trans. Smart Grid 11 (5) (2020)
Yuxiao Liu, Yi Wang, Ning Zhang, Dan Lu, Chongqing Kang
A Data-Driven Approach to Linearize Power Flow Equations Considering Measurement Noise. IEEE Trans. Smart Grid 11 (3) (2020)
Wujing Huang, Ning Zhang, Yaohua Cheng, Jingwei Yang, Yi Wang, Chongqing Kang
Multienergy Networks Analytics: Standardized Modeling, Optimization, and Low Carbon Analysis. Proc. IEEE 108 (9) (2020)
Mengshuo Jia, Yi Wang, Chen Shen, Gabriela Hug
Privacy-Preserving Distributed Clustering for Electrical Load Profiling. CoRR (2020)
Tianyi Li, Yi Wang, Ning Zhang
Combining Probability Density Forecasts for Power Electrical Loads. IEEE Trans. Smart Grid 11 (2) (2020)
Mingyang Sun, Yi Wang, Goran Strbac, Chongqing Kang
Probabilistic Peak Load Estimation in Smart Cities Using Smart Meter Data. IEEE Trans. Ind. Electron. 66 (2) (2019)
Yi Wang, Ning Zhang, Yushi Tan, Tao Hong, Daniel S. Kirschen, Chongqing Kang
Combining Probabilistic Load Forecasts. IEEE Trans. Smart Grid 10 (4) (2019)
Yi Wang, Qixin Chen, Tao Hong, Chongqing Kang
Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges. IEEE Trans. Smart Grid 10 (3) (2019)
Yuxiao Liu, Ning Zhang, Yi Wang, Jingwei Yang, Chongqing Kang
Data-Driven Power Flow Linearization: A Regression Approach. IEEE Trans. Smart Grid 10 (3) (2019)
Yi Wang, Qixin Chen, Dahua Gan, Jingwei Yang, Daniel S. Kirschen, Chongqing Kang
Deep Learning-Based Socio-Demographic Information Identification From Smart Meter Data. IEEE Trans. Smart Grid 10 (3) (2019)
Wujing Huang, Ning Zhang, Jingwei Yang, Yi Wang, Chongqing Kang
Optimal Configuration Planning of Multi-Energy Systems Considering Distributed Renewable Energy. IEEE Trans. Smart Grid 10 (2) (2019)
Hai Li, Yi Wang, Ning Zhang, Genghe Zhang, Xu Tian
Aggregate Model of Massive Distributed Energy Storage for Power System Operation. ISGT Europe (2019)
Mingyang Sun, Yi Wang, Fei Teng, Yujian Ye, Goran Strbac, Chongqing Kang
Clustering-Based Residential Baseline Estimation: A Probabilistic Perspective. IEEE Trans. Smart Grid 10 (6) (2019)
Kedi Zheng, Qixin Chen, Yi Wang, Chongqing Kang, Qing Xia
A Novel Combined Data-Driven Approach for Electricity Theft Detection. IEEE Trans. Ind. Informatics 15 (3) (2019)
Yuxiao Liu, Yi Wang, Pei Yong, Ning Zhang, Chongqing Kang, Dan Lu
Fast Power System Cascading Failure Path Searching with High Wind Power Penetration. CoRR (2019)
Ning Zhang, Jiangnan Cheng, Yi Wang
Probabilistic Optimal Energy Flow of District Multienergy Systems: An MPLP-Based Online Dictionary-Learning Approach. IEEE Trans. Ind. Informatics 15 (9) (2019)
Yaohua Cheng, Ning Zhang, Yi Wang, Jingwei Yang, Chongqing Kang, Qing Xia
Modeling Carbon Emission Flow in Multiple Energy Systems. IEEE Trans. Smart Grid 10 (4) (2019)
Yi Wang, Ning Zhang, Chongqing Kang, Daniel S. Kirschen, Jingwei Yang, Qing Xia
Standardized Matrix Modeling of Multiple Energy Systems. IEEE Trans. Smart Grid 10 (1) (2019)
Yi Wang, Qixin Chen, Tao Hong, Chongqing Kang
Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges. CoRR (2018)
Jianqiang Miao, Ning Zhang, Chongqing Kang, Jianxiao Wang, Yi Wang, Qing Xia
Steady-State Power Flow Model of Energy Router Embedded AC Network and Its Application in Optimizing Power System Operation. IEEE Trans. Smart Grid 9 (5) (2018)
Yi Wang, Qixin Chen, Mingyang Sun, Chongqing Kang, Qing Xia
An Ensemble Forecasting Method for the Aggregated Load With Subprofiles. IEEE Trans. Smart Grid 9 (4) (2018)
Kedi Zheng, Yi Wang, Qixin Chen, Yuanpeng Li
Electricity theft detecting based on density-clustering method. ISGT Asia (2017)
Yuxiao Liu, Ning Zhang, Yi Wang, Jingwei Yang, Chongqing Kang
Data-Driven Power Flow Linearization: A Regression Approach. CoRR (2017)
Yi Wang, Qixin Chen, Chongqing Kang, Qing Xia
Clustering of Electricity Consumption Behavior Dynamics Toward Big Data Applications. IEEE Trans. Smart Grid 7 (5) (2016)