Concepedia
Statistics
Publications
7
Citations
394
H-Index
Active since
2013
Affiliations
Hunan University(Current)
TU Dortmund University
Hunan Xiangdian Test Research Institute (China)
Illinois Institute of Technology
Yixiu Guo is an author at Hunan University specializing in engineering, data science, and deep learning.
Top concepts
EngineeringData ScienceDeep LearningSystems EngineeringMachine LearningComputer EngineeringSmart GridForecastingComputer ScienceState Estimation
Publications per year
2013–2024
BiLSTM Multitask Learning-Based Combined Load Forecasting Considering the Loads Coupling Relationship for Multienergy System
Yixiu Guo, Yong Li, Xuebo Qiao et al. · IEEE Transactions on Smart Grid · 2022 · 203 citations
Engineering, Energy Efficiency, Multi-energy System +18
A missing power data filling method based on improved random forest algorithm
Wei Deng, Yixiu Guo, Jie Liu et al. · Chinese Journal of Electrical Engineering · 2019 · 86 citations · Full text
Electric Power Data, Engineering, Data Science +4
A Load Forecasting Framework Considering Hybrid Ensemble Deep Learning With Two-Stage Load Decomposition
Sisi Zhou, Yong Li, Yixiu Guo et al. · IEEE Transactions on Industry Applications · 2024 · 38 citations
Forecasting Methodology, Two-stage Load Decomposition, Hedl Framework +14
Optimal Dispatch for Integrated Energy System Considering Data-Driven Dynamic Energy Hubs and Thermal Dynamics of Pipeline Networks
Yixiu Guo, Yong Li, Sisi Zhou et al. · IEEE Transactions on Smart Grid · 2024 · 30 citations
Engineering, Optimal Dispatch, Energy Efficiency +17
A Multistate Load State Identification Model Based on Time Convolutional Networks and Conditional Random Fields
Zhenyu Zhang, Yong Li, Jing Duan et al. · IEEE Transactions on Artificial Intelligence · 2022 · 16 citations
Convolutional Neural Network, Engineering, Machine Learning +25
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