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Yaoyao He

Probability density forecasting of wind power using quantile regression neural network and kernel density estimation
2018 · Yaoyao He, Haiyan Li · Energy Conversion and Management · 191
Short-term wind power prediction based on EEMD–LASSO–QRNN model
2021 · Yaoyao He, Yun Wang · Applied Soft Computing · 173
Short-term power load probability density forecasting method using kernel-based support vector quantile regression and Copula theory
2016 · Yaoyao He, Rui Liu, et al. · Applied Energy · 169
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Electricity consumption probability density forecasting method based on LASSO-Quantile Regression Neural Network
2018 · Yaoyao He, Yang Qin, et al. · Applied Energy · 161
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Short-term power load probability density forecasting based on quantile regression neural network and triangle kernel function
2016 · Yaoyao He, Qifa Xu, et al. · Energy · 113
Uncertainty analysis of wind power probability density forecasting based on cubic spline interpolation and support vector quantile regression
2020 · Yaoyao He, Haiyan Li, et al. · Neurocomputing · 98
Short-Term Electrical Load Forecasting Based on VMD and GRU-TCN Hybrid Network
2022 · Changchun Cai, Yuanjia Li, et al. · Applied Sciences · 89
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Reservoir flood control operation based on chaotic particle swarm optimization algorithm
2014 · Yaoyao He, Qifa Xu, et al. · Applied Mathematical Modelling · 87
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Short-term power load probability density forecasting based on Yeo-Johnson transformation quantile regression and Gaussian kernel function
2018 · Yaoyao He, Yaya Zheng · Energy · 85
Comparison of different chaotic maps in particle swarm optimization algorithm for long-term cascaded hydroelectric system scheduling
2009 · Yao-Yao He, Jian-Zhong Zhou, et al. · Chaos Solitons & Fractals · 77
Ultra-short-term wind power probabilistic forecasting based on an evolutionary non-crossing multi-output quantile regression deep neural network
2024 · Jianhua Zhu, Yaoyao He, et al. · Energy Conversion and Management · 75
Interconnectedness and systemic risk network of Chinese financial institutions: A LASSO-CoVaR approach
2019 · Qifa Xu, Mengting Li, et al. · Physica A Statistical Mechanics and its Applications · 70
Wind and solar power probability density prediction via fuzzy information granulation and support vector quantile regression
2019 · Yaoyao He, Yudong Yan, et al. · International Journal of Electrical Power & Energy Systems · 68
Probability density forecasting of wind power based on multi-core parallel quantile regression neural network
2020 · Yaoyao He, Wanying Zhang · Knowledge-Based Systems · 54
A multi-step probability density prediction model based on gaussian approximation of quantiles for offshore wind power
2022 · Wanying Zhang, Yaoyao He, et al. · Renewable Energy · 48
Short-term power load probability density forecasting based on GLRQ-Stacking ensemble learning method
2022 · Yaoyao He, Jingling Xiao, et al. · International Journal of Electrical Power & Energy Systems · 46
A study on short-term power load probability density forecasting considering wind power effects
2019 · Yaoyao He, Yang Qin, et al. · International Journal of Electrical Power & Energy Systems · 43
A fuzzy clustering iterative model using chaotic differential evolution algorithm for evaluating flood disaster
2011 · Yaoyao He, Jianzhong Zhou, et al. · Expert Systems with Applications · 42
A trend-based method for the prediction of offshore wind power ramp
2023 · Yaoyao He, Chuang Zhu, et al. · Renewable Energy · 40
Weighted quantile regression via support vector machine
2015 · Qifa Xu, Jinxiu Zhang, et al. · Expert Systems with Applications · 40
Day-ahead load probability density forecasting using monotone composite quantile regression neural network and kernel density estimation
2021 · Wanying Zhang, Yaoyao He, et al. · Electric Power Systems Research · 36
Forecasting energy consumption in Anhui province of China through two Box-Cox transformation quantile regression probability density methods
2019 · Yaoyao He, Yaya Zheng, et al. · Measurement · 36
Nonparametric probabilistic load forecasting based on quantile combination in electrical power systems
2022 · Yaoyao He, Chaojin Cao, et al. · Applied Energy · 35
Optimal capacity configuration of the hydro-wind-photovoltaic complementary system considering cascade reservoir connection
2023 · Yaoyao He, Xiaoyu Hong, et al. · Applied Energy · 34
Optimizing integrated energy systems: A multi-scenario scheduling approach with stepped carbon trading and two-stage hydrogen production under uncertainty
2025 · Yifan Zhang, Yaoyao He · Applied Energy · 33
Works count: 94
Citation count: 2,695
H-index: 29
I10-index: 53
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