Yi Wang

123 papers A* 9A 1C 2Misc 1Journal 108Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data.
ACM Comput. Surv.
Yiyuan Yang, Ming Jin, Haomin Wen, Chaoli Zhang, Yuxuan Liang, Lintao Ma, Yi Wang, Chenghao Liu, Bin Yang, Zenglin Xu, Shirui Pan, Qingsong Wen
2026 J jnl
Beyond homophily: Adaptive cross-frequency convolution for hypergraph learning.
Knowl. Based Syst.
Changqin Huang, Jialin Sun, Liangliang Zha, Yi Wang, Xiaodi Huang
2026 J jnl
CuGNN: Cross-perspective contrastive learning for enhancing unsupervised GNNs beyond homophily.
Int. J. Mach. Learn. Cybern.
Jiahui Yang, Yi Wang, Changqin Huang, Qionghao Huang, Xiaodi Huang
2026 J jnl
From local to global: Hypergraph neural networks with holistic message passing.
Appl. Soft Comput.
Yongchun Gu, Yi Wang, Xinxiang Wang, Jiayi Mao, Haodi Li, Ming Li
2026 J jnl
Grid Codes-Informed Virtual Power Plant Management for Frequency Containment Reserve Provision.
IEEE Trans. Smart Grid
Mingyu Huang, Jiaxin Wang, Fei Teng, Yi Wang
2026 J jnl
HO-SFL: Hybrid-Order Split Federated Learning with Backprop-Free Clients and Dimension-Free Aggregation.
CoRR
Qiyuan Chen, Xian Wu, Yi Wang, Xianhao Chen
2026 J jnl
Load Forecasting Model Trading: A Cost-Oriented and Auction-Based Approach.
IEEE Trans. Smart Grid
Dalin Qin, Pierre Pinson, Yi Wang
2026 A* conf
Permutation Equivariant Framelet-based Hypergraph Neural Networks.
AAAI
Ming Li, Yi Wang, Chengling Gao, Lu Bai, Yujie Fang, Xiaosheng Zhuang, Pietro Lio
2026 J jnl
Toward On-Device Distributed Photovoltaic Power Forecasting: A Tiny Online Learning Framework.
IEEE Trans. Smart Grid
Yehui Li, Dalin Qin, Taoyu Lu, Yi Wang
2025 J jnl
A "Smart Model-Then-Control" Strategy for the Scheduling of Thermostatically Controlled Loads.
IEEE Trans. Smart Grid
Xueyuan Cui, Boyuan Liu, Yehui Li, Yi Wang
2025 A* conf
A Non-isotropic Time Series Diffusion Model with Moving Average Transitions.
ICML
Chenxi Wang, Linxiao Yang, Zhixian Wang, Liang Sun, Yi Wang
2025 A* conf
All Roads Lead to Rome: Exploring Edge Distribution Shifts for Heterophilic Graph Learning.
IJCAI
Yi Wang, Changqin Huang, Ming Li, Tingyi Cai, Zhonglong Zheng, Xiaodi Huang
2025 J jnl
Coordinated Operation Optimization of Grid-Interactive Residential Buildings Based on Neural Network-Assisted Hierarchical Model Predictive Control.
IEEE Trans Autom. Sci. Eng.
Liang Yu, Zhiqiang Chen, Dong Yue, Yujian Ye, Goran Strbac, Yi Wang
2025 J jnl
Deciding When to Use a Personalized Model for Load Forecasting.
IEEE Trans. Smart Grid
Dalin Qin, Qingsong Wen, Zhiqiang Zhou, Liang Sun, Yi Wang
2025 J jnl
Decision-Oriented Modeling of Thermal Dynamics Within Buildings.
IEEE Trans. Smart Grid
Xueyuan Cui, Jean-François Toubeau, François Vallée, Yi Wang
2025 A* conf
Deep Hypergraph Neural Networks with Tight Framelets.
AAAI
Ming Li, Yujie Fang, Yi Wang, Han Feng, Yongchun Gu, Lu Bai, Pietro Liò
2025 J jnl
Dimension-Reduced Optimization of Multi-Zone Thermostatically Controlled Loads.
IEEE Trans. Smart Grid
Xueyuan Cui, Yi Wang, Bolun Xu
2025 J jnl
Edge Computing-Enabled Peer-to-Peer Energy Trading in a Local Energy Community.
IEEE Trans. Smart Grid
Yehui Li, Haoyuan Deng, Yi Wang
2025 J jnl
EdgeHEM: Sparse Federated Reinforcement Learning for Home Energy Management at the Edge.
IEEE Trans. Smart Grid
Yehui Li, Xianhao Chen, Yi Wang
2025 J jnl
Generalizable Thermal Dynamics Modeling via Personalized Federated Learning.
IEEE Trans. Smart Grid
Xueyuan Cui, Dalin Qin, Jean-François Toubeau, François Vallée, Yi Wang
2025 J jnl
HMPC-assisted Adversarial Inverse Reinforcement Learning for Smart Home Energy Management.
CoRR
Jiadong He, Liang Yu, Zhiqiang Chen, Dawei Qiu, Dong Yue, Goran Strbac, Meng Zhang, Yujian Ye, Yi Wang
2025 A* conf
HyperNear: Unnoticeable Node Injection Attacks on Hypergraph Neural Networks.
ICML
Tingyi Cai, Yunliang Jiang, Ming Li, Lu Bai, Changqin Huang, Yi Wang
2025 J jnl
Lightweight Federated Learning for On-Device Non-Intrusive Load Monitoring.
IEEE Trans. Smart Grid
Yehui Li, Ruiyang Yao, Dalin Qin, Yi Wang
2025 A* conf
ML-GOOD: Towards Multi-Label Graph Out-Of-Distribution Detection.
AAAI
Tingyi Cai, Yunliang Jiang, Ming Li, Changqin Huang, Yi Wang, Qionghao Huang
2025 J jnl
Model-Free Aggregation for Virtual Power Plants Using Input Convex Neural Networks.
IEEE Trans. Smart Grid
Wei Lin, Yi Wang, Jianghua Wu, Fei Feng
2025 J jnl
Multi-label feature selection via exploring reliable instance similarities.
Knowl. Based Syst.
Cong Guo, Xizhe Wang, Changqin Huang, Yi Wang, Chengling Gao, Xiaodi Huang
2025 J jnl
Performance-Integrated Virtual Power Plant Management in the Frequency Regulation Market.
IEEE Trans. Smart Grid
Mingyu Huang, Wei Lin, Jiahao Ma, Yi Wang
2025 J jnl
Privacy-Enhanced Safe Reinforcement Learning for the Dispatch of a Local Energy Community.
IEEE Trans. Smart Grid
Haoyuan Deng, Ershun Du, Yi Wang
2025 J jnl
Seamless and Multi-Resolution Energy Forecasting.
IEEE Trans. Smart Grid
Chenxi Wang, Pierre Pinson, Yi Wang
2025 J jnl
Stochastically Constrained Best Arm Identification with Thompson Sampling.
CoRR
Le Yang, Siyang Gao, Cheng Li, Yi Wang
2025 J jnl
Stochastically constrained best arm identification with Thompson sampling.
Autom.
Le Yang, Siyang Gao, Cheng Li, Yi Wang
2025 J jnl
Towards Microgrid Resilience Enhancement via Mobile Power Sources and Repair Crews: A Multi-Agent Reinforcement Learning Approach.
CoRR
Yi Wang, Dawei Qiu, Fei Teng, Goran Strbac
2025 J jnl
Two-Stage TSO-DSO Services Provision Framework for Electric Vehicle Coordination.
CoRR
Yi Wang, Dawei Qiu, Fei Teng, Goran Strbac
2025 A* conf
When Hypergraph Meets Heterophily: New Benchmark Datasets and Baseline.
AAAI
Ming Li, Yongchun Gu, Yi Wang, Yujie Fang, Lu Bai, Xiaosheng Zhuang, Pietro Liò
2024 J jnl
A Novel Combined Data-Driven Approach for Electricity Theft Detection.
CoRR
Kedi Zheng, Qixin Chen, Yi Wang, Chongqing Kang, Qing Xia
2024 J jnl
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data.
CoRR
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
2024 J jnl
A Two-Level Coordination Strategy for Distribution Network Balancing.
IEEE Trans. Smart Grid
Xueyuan Cui, Guangchun Ruan, François Vallée, Jean-François Toubeau, Yi Wang
2024 J jnl
AG-Meta: Adaptive graph meta-learning via representation consistency over local subgraphs.
Pattern Recognit.
Yi Wang, Changqin Huang, Ming Li, Qionghao Huang, Xuemei Wu, Jia Wu
2024 C conf
Characterizing the Flexibility Envelope of Electric Vehicle Fleet for Peer-to-Peer Energy Trading.
IAS
Zeyang Long, Jianxiao Wang, Yi Wang
2024 J jnl
Coherent Hierarchical Probabilistic Forecasting of Electric Vehicle Charging Demand.
CoRR
Kedi Zheng, Hanwei Xu, Zeyang Long, Yi Wang, Qixin Chen
2024 J jnl
Data-driven Power Flow Linearization: Simulation.
CoRR
Mengshuo Jia, Gabriela Hug, Ning Zhang, Zhaojian Wang, Yi Wang, Chongqing Kang
2024 J jnl
Data-driven Power Flow Linearization: Theory.
CoRR
Mengshuo Jia, Gabriela Hug, Ning Zhang, Zhaojian Wang, Yi Wang, Chongqing Kang
2024 J jnl
Evolving Multi-Scale Normalization for Time Series Forecasting under Distribution Shifts.
CoRR
Dalin Qin, Yehui Li, Weiqi Chen, Zhaoyang Zhu, Qingsong Wen, Liang Sun, Pierre Pinson, Yi Wang
2024 A* conf
Explaining Time Series via Contrastive and Locally Sparse Perturbations.
ICLR
Zichuan Liu, Yingying Zhang, Tianchun Wang, Zefan Wang, Dongsheng Luo, Mengnan Du, Min Wu, Yi Wang, Chunlin Chen, Lunting Fan, Qingsong Wen
2024 J jnl
Explaining Time Series via Contrastive and Locally Sparse Perturbations.
CoRR
Zichuan Liu, Yingying Zhang, Tianchun Wang, Zefan Wang, Dongsheng Luo, Mengnan Du, Min Wu, Yi Wang, Chunlin Chen, Lunting Fan, Qingsong Wen
2024 J jnl
Federated Domain Separation for Distributed Forecasting of Non-IID Household Loads.
IEEE Trans. Smart Grid
Nan Lu, Shu Liu, Qingsong Wen, Qiming Chen, Liang Sun, Yi Wang
2024 J jnl
Flexible Building Energy Management With Neural ODEs-Based Model Predictive Control.
IEEE Trans. Smart Grid
Boyu He, Ning Zhang, Chen Fang, Yun Su, Yi Wang
2024 J jnl
Flow2GNN: Flexible Two-Way Flow Message Passing for Enhancing GNNs Beyond Homophily.
IEEE Trans. Cybern.
Changqin Huang, Yi Wang, Yunliang Jiang, Ming Li, Xiaodi Huang, Shijin Wang, Shirui Pan, Chuan Zhou
2024 J jnl
Goal-Oriented Wireless Communication Resource Allocation for Cyber-Physical Systems.
IEEE Trans. Wirel. Commun.
Cheng Feng, Kedi Zheng, Yi Wang, Kaibin Huang, Qixin Chen
2024 J jnl
Graph Reinforcement Learning for Carbon-Aware Electric Vehicles in Power-Transport Networks.
IEEE Trans. Smart Grid
Dawei Qiu, Yi Wang, Zhaohao Ding, Yi Wang, Goran Strbac
2024 J jnl
HiMTM: Hierarchical Multi-Scale Masked Time Series Modeling for Long-Term Forecasting.
CoRR
Shubao Zhao, Ming Jin, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Qingsong Wen, Yi Wang
2024 A conf
HiMTM: Hierarchical Multi-Scale Masked Time Series Modeling with Self-Distillation for Long-Term Forecasting.
CIKM
Shubao Zhao, Ming Jin, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Qingsong Wen, Yi Wang
2024 J jnl
Load Data Valuation in Multi-Energy Systems: An End-to-End Approach.
IEEE Trans. Smart Grid
Yangze Zhou, Qingsong Wen, Jie Song, Xueyuan Cui, Yi Wang
2024 J jnl
Optimal Planning of Standalone Net-Zero Energy Systems With Small Modular Reactors.
IEEE Trans. Smart Grid
Mingyu Huang, Xueyuan Cui, Ning Zhang, Mengshuo Jia, Yi Wang
2024 J jnl
Rethinking self-supervised learning for time series forecasting: A temporal perspective.
Knowl. Based Syst.
Shubao Zhao, Xinxing Zhou, Ming Jin, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Qingsong Wen, Yi Wang, Yanlong Wen, Xiaojie Yuan
2024 A* conf
Task-oriented Time Series Imputation Evaluation via Generalized Representers.
NeurIPS
Zhixian Wang, Linxiao Yang, Liang Sun, Qingsong Wen, Yi Wang
2024 J jnl
Task-oriented Time Series Imputation Evaluation via Generalized Representers.
CoRR
Zhixian Wang, Linxiao Yang, Liang Sun, Qingsong Wen, Yi Wang
2024 J jnl
Text-centered cross-sample fusion network for multimodal sentiment analysis.
Multim. Syst.
Qionghao Huang, Jili Chen, Changqin Huang, Xiaodi Huang, Yi Wang
2024 J jnl
Uncovering emotion sequence patterns in different interaction groups using deep learning and sequential pattern mining.
J. Comput. Assist. Learn.
Changqin Huang, Jianhui Yu, Fei Wu, Yi Wang, Nian-Shing Chen
2024 J jnl
Unsupervised Congestion Status Identification Using LMP Data.
CoRR
Kedi Zheng, Qixin Chen, Yi Wang, Chongqing Kang, Le Xie
2023 J jnl
A Cyber-Physical-Social Perspective on Future Smart Distribution Systems.
Proc. IEEE
Yi Wang, Chien-Fei Chen, Peng-Yong Kong, Husheng Li, Qingsong Wen
2023 J jnl
A Global Modeling Framework for Load Forecasting in Distribution Networks.
IEEE Trans. Smart Grid
Miha Grabner, Yi Wang, Qingsong Wen, Bostjan Blazic, Vitomir Struc
2023 J jnl
Benchmarks and Custom Package for Electrical Load Forecasting.
CoRR
Zhixian Wang, Qingsong Wen, Chaoli Zhang, Liang Sun, Leandro Von Krannichfeldt, Yi Wang
2023 J jnl
DiffLoad: Uncertainty Quantification in Load Forecasting with Diffusion Model.
CoRR
Zhixian Wang, Qingsong Wen, Chaoli Zhang, Liang Sun, Yi Wang
2023 J jnl
Distributed Optimization for Integrated Energy Systems With Secure Multiparty Computation.
IEEE Internet Things J.
Fangyuan Si, Ning Zhang, Yi Wang, Peng-Yong Kong, Wenjie Qiao
2023 J jnl
Goal-Oriented Wireless Communication Resource Allocation for Cyber-Physical Systems.
CoRR
Cheng Feng, Kedi Zheng, Yi Wang, Kaibin Huang, Qixin Chen
2023 J jnl
Improving Load Forecasting Performance via Sample Reweighting.
IEEE Trans. Smart Grid
Chenxi Wang, Yangze Zhou, Qingsong Wen, Yi Wang
2023 J jnl
Joint Oscillation Damping and Inertia Provision Service for Converter-Interfaced Generation.
CoRR
Cheng Feng, Linbin Huang, Xiuqiang He, Yi Wang, Florian Dörfler, Qixin Chen
2023 J jnl
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook.
CoRR
Ming Jin, Qingsong Wen, Yuxuan Liang, Chaoli Zhang, Siqiao Xue, Xue Wang, James Zhang, Yi Wang, Haifeng Chen, Xiaoli Li, Shirui Pan, Vincent S. Tseng, Yu Zheng, Lei Chen, Hui Xiong
2023 J jnl
Load Data Valuation in Multi-Energy Systems: An End-to-End Approach.
CoRR
Yangze Zhou, Qingsong Wen, Jie Song, Xueyuan Cui, Yi Wang
2023 J jnl
Personalized Ambient Pollution Estimation Based on Stationary-Camera-Taken Images Under Cross-Camera Information Sharing in Smart City.
IEEE Internet Things J.
Shiguang Song, Victor O. K. Li, Jacqueline C. K. Lam, Yi Wang
2023 J jnl
Personalized Federated DARTS for Electricity Load Forecasting of Individual Buildings.
IEEE Trans. Smart Grid
Dalin Qin, Chenxi Wang, Qingsong Wen, Weiqi Chen, Liang Sun, Yi Wang
2023 J jnl
Privacy-Preserving Probabilistic Voltage Forecasting in Local Energy Communities.
IEEE Trans. Smart Grid
Jean-François Toubeau, Fei Teng, Thomas Morstyn, Leandro Von Krannichfeldt, Yi Wang
2023 J jnl
Provision of Contingency Frequency Services for Virtual Power Plants With Aggregated Models.
IEEE Trans. Smart Grid
Cheng Feng, Qixin Chen, Yi Wang, Peng-Yong Kong, Hongchao Gao, Songsong Chen
2023 C conf
Rank Load Forecasting Performances of Multiple Datasets.
iSPEC
Shu Liu, Dalin Qin, Yi Wang
2023 Misc conf
SADI: A Self-Adaptive Decomposed Interpretable Framework for Electric Load Forecasting Under Extreme Events.
ICASSP
Hengbo Liu, Ziqing Ma, Linxiao Yang, Tian Zhou, Rui Xia, Yi Wang, Qingsong Wen, Liang Sun
2023 J jnl
SaDI: A Self-adaptive Decomposed Interpretable Framework for Electric Load Forecasting under Extreme Events.
CoRR
Hengbo Liu, Ziqing Ma, Linxiao Yang, Tian Zhou, Rui Xia, Yi Wang, Qingsong Wen, Liang Sun
2023 J jnl
TeFNA: Text-centered fusion network with crossmodal attention for multimodal sentiment analysis.
Knowl. Based Syst.
Changqin Huang, Junling Zhang, Xuemei Wu, Yi Wang, Ming Li, Xiaodi Huang
2023 J jnl
Unmanned Aerial Vehicle as Encryption Key Distributor for Secure Communications in Smart Grid.
IEEE Internet Things J.
Peng-Yong Kong, Yi Wang
2022 J jnl
A Global Modeling Approach for Load Forecasting in Distribution Networks.
CoRR
Miha Grabner, Yi Wang, Qingsong Wen, Bostjan Blazic, Vitomir Struc
2022 J jnl
Data Aggregation Point Placement for Smart Meters in the Smart Grid.
IEEE Trans. Smart Grid
Adrian Lang, Yi Wang, Cheng Feng, Eleni Stai, Gabriela Hug
2022 J jnl
Device Access Optimization for Virtual Power Plants in Heterogeneous Networks.
IEEE Trans. Smart Grid
Cheng Feng, Yi Wang, Xuanyuan Wang, Qixin Chen
2022 J jnl
Federated Clustering for Electricity Consumption Pattern Extraction.
IEEE Trans. Smart Grid
Yi Wang, Mengshuo Jia, Ning Gao, Leandro Von Krannichfeldt, Mingyang Sun, Gabriela Hug
2022 J jnl
Forecast-Driven Stochastic Scheduling of a Virtual Power Plant in Energy and Reserve Markets.
IEEE Syst. J.
Jean-François Toubeau, Thuy-Hai Nguyen, Hooman Khaloie, Yi Wang, François Vallée
2022 J jnl
Frequency Regulation Service Provision for Virtual Power Plants Through 5G RAN Slicing.
IEEE Trans. Smart Grid
Cheng Feng, Qixin Chen, Yi Wang, Jiaqi Ma, Xuanyuan Wang
2022 J jnl
Privacy-Preserving Spatiotemporal Scenario Generation of Renewable Energies: A Federated Deep Generative Learning Approach.
IEEE Trans. Ind. Informatics
Yang Li, Jiazheng Li, Yi Wang
2022 J jnl
Spatial-Temporal Energy Management of Base Stations in Cellular Networks.
IEEE Internet Things J.
Chenyu Zhou, Cheng Feng, Yi Wang
2022 J jnl
Two-Stage Bootstrap Sampling for Probabilistic Load Forecasting.
IEEE Trans. Engineering Management
Jiawei Zhang, Yi Wang, Mingyang Sun, Ning Zhang
2021 J jnl
Capturing Spatio-Temporal Dependencies in the Probabilistic Forecasting of Distribution Locational Marginal Prices.
IEEE Trans. Smart Grid
Jean-François Toubeau, Thomas Morstyn, Jérémie Bottieau, Kedi Zheng, Dimitra Apostolopoulou, Zacharie De Grève, Yi Wang, François Vallée
2021 J jnl
Cost-Oriented Load Forecasting.
CoRR
Jialun Zhang, Yi Wang, Gabriela Hug
2021 J jnl
Electricity Consumer Characteristics Identification: A Federated Learning Approach.
IEEE Trans. Smart Grid
Yi Wang, Imane Lahmam Bennani, Xiufeng Liu, Mingyang Sun, Yao Zhou
2021 J jnl
Optimal Dispatch With Transformer Dynamic Thermal Rating in ADNs Incorporating High PV Penetration.
IEEE Trans. Smart Grid
Yinxiao Li, Yi Wang, Qixin Chen
2021 J jnl
Privacy-Preserving Distributed Clustering for Electrical Load Profiling.
IEEE Trans. Smart Grid
Mengshuo Jia, Yi Wang, Chen Shen, Gabriela Hug
2021 J jnl
Privacy-preserving Spatiotemporal Scenario Generation of Renewable Energies: A Federated Deep Generative Learning Approach.
CoRR
Yang Li, Jiazheng Li, Yi Wang
2021 J jnl
Unsupervised Congestion Status Identification Using LMP Data.
IEEE Trans. Smart Grid
Kedi Zheng, Qixin Chen, Yi Wang, Chongqing Kang, Le Xie
2020 J jnl
A Data-Driven Approach to Linearize Power Flow Equations Considering Measurement Noise.
IEEE Trans. Smart Grid
Yuxiao Liu, Yi Wang, Ning Zhang, Dan Lu, Chongqing Kang
2020 J jnl
Combining Probability Density Forecasts for Power Electrical Loads.
IEEE Trans. Smart Grid
Tianyi Li, Yi Wang, Ning Zhang
2020 J jnl
Locational Marginal Price Forecasting: A Componential and Ensemble Approach.
IEEE Trans. Smart Grid
Kedi Zheng, Yi Wang, Kai Liu, Qixin Chen
2020 J jnl
Multienergy Networks Analytics: Standardized Modeling, Optimization, and Low Carbon Analysis.
Proc. IEEE
Wujing Huang, Ning Zhang, Yaohua Cheng, Jingwei Yang, Yi Wang, Chongqing Kang
2020 J jnl
Privacy-Preserving Distributed Clustering for Electrical Load Profiling.
CoRR
Mengshuo Jia, Yi Wang, Chen Shen, Gabriela Hug
2020 J jnl
Privacy-preserving Distributed Probabilistic Load Flow.
CoRR
Mengshuo Jia, Yi Wang, Chen Shen, Gabriela Hug
2020 J jnl
SEGSys: A mapping system for segmentation analysis in energy.
CoRR
Xiufeng Liu, Rongling Li, Yi Wang, Per Sieverts Nielsen
2020 J jnl
Smart Meter Data-Driven Customizing Price Design for Retailers.
IEEE Trans. Smart Grid
Cheng Feng, Yi Wang, Kedi Zheng, Qixin Chen
2020 J jnl
Topology Identification and Line Parameter Estimation for Non-PMU Distribution Network: A Numerical Method.
IEEE Trans. Smart Grid
Jiawei Zhang, Yi Wang, Yang Weng, Ning Zhang
2019 J jnl
A Novel Combined Data-Driven Approach for Electricity Theft Detection.
IEEE Trans. Ind. Informatics
Kedi Zheng, Qixin Chen, Yi Wang, Chongqing Kang, Qing Xia
2019 — conf
Aggregate Model of Massive Distributed Energy Storage for Power System Operation.
ISGT Europe
Hai Li, Yi Wang, Ning Zhang, Genghe Zhang, Xu Tian
2019 J jnl
Clustering-Based Residential Baseline Estimation: A Probabilistic Perspective.
IEEE Trans. Smart Grid
Mingyang Sun, Yi Wang, Fei Teng, Yujian Ye, Goran Strbac, Chongqing Kang
2019 J jnl
Combining Probabilistic Load Forecasts.
IEEE Trans. Smart Grid
Yi Wang, Ning Zhang, Yushi Tan, Tao Hong, Daniel S. Kirschen, Chongqing Kang
2019 J jnl
Data-Driven Power Flow Linearization: A Regression Approach.
IEEE Trans. Smart Grid
Yuxiao Liu, Ning Zhang, Yi Wang, Jingwei Yang, Chongqing Kang
2019 J jnl
Deep Learning-Based Socio-Demographic Information Identification From Smart Meter Data.
IEEE Trans. Smart Grid
Yi Wang, Qixin Chen, Dahua Gan, Jingwei Yang, Daniel S. Kirschen, Chongqing Kang
2019 J jnl
Fast Power System Cascading Failure Path Searching with High Wind Power Penetration.
CoRR
Yuxiao Liu, Yi Wang, Pei Yong, Ning Zhang, Chongqing Kang, Dan Lu
2019 J jnl
Modeling Carbon Emission Flow in Multiple Energy Systems.
IEEE Trans. Smart Grid
Yaohua Cheng, Ning Zhang, Yi Wang, Jingwei Yang, Chongqing Kang, Qing Xia
2019 J jnl
Optimal Configuration Planning of Multi-Energy Systems Considering Distributed Renewable Energy.
IEEE Trans. Smart Grid
Wujing Huang, Ning Zhang, Jingwei Yang, Yi Wang, Chongqing Kang
2019 J jnl
Probabilistic Optimal Energy Flow of District Multienergy Systems: An MPLP-Based Online Dictionary-Learning Approach.
IEEE Trans. Ind. Informatics
Ning Zhang, Jiangnan Cheng, Yi Wang
2019 J jnl
Probabilistic Peak Load Estimation in Smart Cities Using Smart Meter Data.
IEEE Trans. Ind. Electron.
Mingyang Sun, Yi Wang, Goran Strbac, Chongqing Kang
2019 J jnl
Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges.
IEEE Trans. Smart Grid
Yi Wang, Qixin Chen, Tao Hong, Chongqing Kang
2019 J jnl
Standardized Matrix Modeling of Multiple Energy Systems.
IEEE Trans. Smart Grid
Yi Wang, Ning Zhang, Chongqing Kang, Daniel S. Kirschen, Jingwei Yang, Qing Xia
2018 J jnl
An Ensemble Forecasting Method for the Aggregated Load With Subprofiles.
IEEE Trans. Smart Grid
Yi Wang, Qixin Chen, Mingyang Sun, Chongqing Kang, Qing Xia
2018 J jnl
Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges.
CoRR
Yi Wang, Qixin Chen, Tao Hong, Chongqing Kang
2018 J jnl
Steady-State Power Flow Model of Energy Router Embedded AC Network and Its Application in Optimizing Power System Operation.
IEEE Trans. Smart Grid
Jianqiang Miao, Ning Zhang, Chongqing Kang, Jianxiao Wang, Yi Wang, Qing Xia
2017 J jnl
Data-Driven Power Flow Linearization: A Regression Approach.
CoRR
Yuxiao Liu, Ning Zhang, Yi Wang, Jingwei Yang, Chongqing Kang
2017 — conf
Electricity theft detecting based on density-clustering method.
ISGT Asia
Kedi Zheng, Yi Wang, Qixin Chen, Yuanpeng Li
2016 J jnl
Clustering of Electricity Consumption Behavior Dynamics Toward Big Data Applications.
IEEE Trans. Smart Grid
Yi Wang, Qixin Chen, Chongqing Kang, Qing Xia