王芸｜深圳大学｜学者主页

2026

Adaptive Full-Spectrum Dynamics Modelling for Wind Power Forecasting via Heterogeneous Cascaded Experts

Sheng-Chao Zhou, Guo-Chen Xie, Yun Wang, Yong-Jun Wang

Applied Soft Computing

DOI

2026

Battery State-of-Health Estimation Using the Hybrid Machine Learning Method Optimized by a Triangulation Topology Aggregation Optimizer with Partial Constant-Current Charging Data

Minxing Zhang, Yun Wang

Energy & Fuels

DOI

2026

Gramian angular field-based explainable graph network for battery state-of-health estimation

Yun Wang, Ziyang Zhang, Yu-Hao Li, Fan Zhang

Journal of Energy Storage

DOI

2026

An End-to-End Ensemble Learning Approach for Enhancing Wind Power Forecasting

Yun Wang, Houhua Xu, Yao-Hui Huang, Fan Zhang, Hong-Bo Kou, Run-Min Zou, Qinghua Hu, Dipti Srinivasan

IEEE Transactions on Sustainable Energy

DOI

2025

A review of predictive uncertainty modeling techniques and evaluation metrics in probabilistic wind speed and wind power forecasting

Yun Wang, Fan Zhang, Hong-Bo Kou, Run-Min Zou, Qinghua Hu, Jian-Zhou Wang, Dipti Srinivasan

Applied Energy

DOI

2025

Enhancing State of Health Estimation of Lithium-Ion Batteries Through Strategic Feature Analysis

Yun Wang, Qian Zhou, Fan Zhang, Runmin Zou

IEEE Transactions on Transportation Electrification

DOI

2024

Dynamic non-constraint ensemble model for probabilistic wind power and wind speed forecasting

Yun Wang, Houhua Xu, Run-Min Zou, Fan Zhang, Qinghua Hu

Renewable & Sustainable Energy Reviews

DOI

2023

Analysis of Sub-Synchronous Oscillations on Hybrid Wind Farms with DFIG and PMSG

Chaoyang Long, Yun Wang, Fengyun Luo, Yanping Wu

Asia Conference on Power and Electrical Engineering (ACPEE)

DOI

2023

Robust Subsynchronous Damping Control of PMSG-Based Wind Farm

Yun Wang, Fengyun Luo, Chaoyang Long, Guoqing Tao, Ying Xu, Rong Yang

Energies

DOI

2023

Wind Power Curve Modeling With Large-Scale Generalized Kernel-Based Regression Model

Yun Wang, Xiaocong Duan, Dongran Song, Runmin Zou, Fan Zhang, Yi-Fen Li

IEEE Transactions on Sustainable Energy

DOI

2023

A Modularized Voltage Equalizer Based on Phase-Shift Modulation for Series-Connected Battery Strings

Fulin Liu, Runmin Zou, Yong-Lu Liu, Yun Wang

IEEE transactions on industrial electronics (1982. Print)

DOI

2023

A novel convolutional informer network for deterministic and probabilistic state-of-charge estimation of lithium-ion batteries

Runmin Zou, Yuxin Duan, Yun Wang, Jiameng Pang, Fulin Liu, S. Sheikh

Journal of Energy Storage

DOI

2022

A Harmonic Suppression Method of H6 Topology Single Phase Inverter

Cong Liu, Yun Wang

Asia Conference on Power and Electrical Engineering (ACPEE)

DOI

2022

A deep asymmetric Laplace neural network for deterministic and probabilistic wind power forecasting

Yun Wang, Houhua Xu, Runmin Zou, Ling Zhang, Fan Zhang

Renewable Energy

DOI

2022

Ensemble probabilistic wind power forecasting with multi-scale features

Yun Wang, Tuo Chen, Runmin Zou, Dongran Song, Fan Zhang, Ling Zhang

Renewable Energy

DOI

2022

Deep non-crossing probabilistic wind speed forecasting with multi-scale features

Runmin Zou, Mengmeng Song, Yun Wang, Ji Wang, Kaifeng Yang, M. Affenzeller

Energy Conversion and Management

DOI

2022

A Compact-Design Oriented Shipboard Power Supply System With Transformer Integrated Filtering Method

Qian-Yi Liu, Fang Liu, Runmin Zou, Shao-Yang Wang, Ye Tian, Yun Wang, Liang Yuan, Yong Li

IEEE transactions on power electronics

DOI

2021

Wind turbine power curve modeling using an asymmetric error characteristic-based loss function and a hybrid intelligent optimizer

Runmin Zou, Jiaxin Yang, Yun Wang, Fang Liu, M. Essaaidi, D. Srinivasan

Applied Energy

DOI

2021

A review of wind speed and wind power forecasting with deep neural networks

Yun Wang, Runmin Zou, Fang Liu, Lingjun Zhang, Qian-Yi Liu

Applied Energy

DOI

2021

Maximum wind energy extraction of large-scale wind turbines using nonlinear model predictive control via Yin-Yang grey wolf optimization algorithm

Dongran Song, Junbo Liu, Yinggang Yang, Jian Yang, M. Su, Yun Wang, Ning Gui, Xuebing Yang, Ling-Xiang Huang, Young Hoon Joo

DOI

2021

Sparse Heteroscedastic Multiple Spline Regression Models for Wind Turbine Power Curve Modeling

Yun Wang, Yi-Fen Li, Runmin Zou, A. Foley, Dlzar Al Kez, Dongran Song, Qing-Hua Hu, D. Srinivasan

IEEE Transactions on Sustainable Energy

DOI

2021

Bayesian infinite mixture models for wind speed distribution estimation

Yun Wang, Yi-Fen Li, Runmin Zou, Dongran Song

DOI

2020

Optimal design of wind turbines on high-altitude sites based on improved Yin-Yang pair optimization

Dongran Song, Junbo Liu, Jian Yang, M. Su, Yun Wang, Xuebing Yang, Ling-Xiang Huang, Y. Joo

DOI

2020

Corrigendum to “Optimal design of wind turbines on high-altitude sites based on improved Yin-Yang pair optimization” [Energy 193 (2020) 116794]

Dongran Song, Junbo Liu, Jian Yang, M. Su, Yun Wang, Xuebing Yang, Ling-Xiang Huang, Y. Joo

DOI

2020

Maximum wind energy extraction of large-scale wind turbines using nonlinear model predictive control via intelligent optimization

Dongran Song, Junbo Liu, Yinggang Yang, Jian Yang, M. Su, Yun Wang, Ning Gui, Xuebing Yang, Ling-Xiang Huang, Young-Chul Joo

DOI

2019

Subsynchronous Interaction Analysis of PMSG Based Wind Farm With AC Networks

Guoqing Tao, Yun Wang, YANPING WU, Yu Chen

International Conference on Electrical Machines and Systems (ICEMS)

DOI

2019

Approaches to wind power curve modeling: A review and discussion

Yun Wang, Qing-Hua Hu, L. Li, A. Foley, D. Srinivasan

DOI

2018

H∞ current damping control of DFIG based wind farm for sub-synchronous control interaction mitigation

Yun Wang, Qiuwei Wu, Rong Yang, Guoqing Tao, Zhaoxi Liu

International Journal of Electrical Power & Energy Systems

DOI

2016

$\mathrm{H}_{\infty}$ Robust Current Control for DFIG-Based Wind Turbine Subject to Grid Voltage Distortions

Yun Wang, Qiuwei Wu, Wenming Gong, Mikkel Peter Sidoroff Gryning

IEEE Transactions on Sustainable Energy

DOI

2016

Sub-synchronous interaction analysis between DFIG based wind farm and series compensated network

Yun Wang, Qiuwei Wu, Shaoli Kang

IEEE PES Asia-Pacific Power and Energy Engineering Conference

DOI

2015

一种新型的永磁直驱风力发电机组控制策略在微网中的应用

黄伟煌，王芸，赵浩然

《太阳能学报》

2014

电网电压连锁故障下双馈式风力发电机鲁棒增强控制策略

王芸，龚文明，黄伟煌

《太阳能学报》

2014

基于一种快速变量正负序分离方法的不平衡电压下双馈发电系统控制策略

王芸，曹广忠

《太阳能学报》

2014

Fast Coordinated Control of DFIG Wind Turbine Generators for Low and High Voltage Ride-Through

Yun Wang, Qiuwei Wu, Honghua Xu, Qinglai Guo, Hongbin Sun

Energies

DOI

2013

Sensorless vector control for high-speed permanent magnet disk synchronous motors

Ji-huan Wang, Su‐Dan Huang, Guang‐Zhong Cao, Yun Wang

International Conference on Power Electronics Systems and Applications

DOI

2013

Robust current control of doubly fed wind turbine generator under unbalanced grid voltage conditions

Yun Wang, Wenming Gong, Qiuwei Wu

IEEE PES Asia-Pacific Power and Energy Engineering Conference

DOI

2013

The electromagnetic transient response characteristics analysis of DFIG under grid voltage drop failure

Yun Wang, Jian Fei Pan, Guang‐Zhong Cao

International Conference on Power Electronics Systems and Applications

DOI

2012

基于2路输入的三电平光伏并网系统的研究

周皓，童朝南，王芸，苗亮亮

《电气传动》

2012

Low Voltage Ride-through Analysis and Control for Doubly Fed Wind-Power Induction Generator Using Finite State Machine Method

Yun Wang, Wen Ming Gong, Xun Bo Fu

Advanced materials research

DOI

2009

基于滑模变结构理论的双馈式风力发电机控制策略

王芸，赵栋利，许洪华

《科技导报》

2008

适于直驱型风力发电系统的大功率变流器

王芸，李建林，赵斌，许洪华

《可再生能源》

精选作品

期刊论文

Adaptive Full-Spectrum Dynamics Modelling for Wind Power Forecasting via Heterogeneous Cascaded Experts

Battery State-of-Health Estimation Using the Hybrid Machine Learning Method Optimized by a Triangulation Topology Aggregation Optimizer with Partial Constant-Current Charging Data

Gramian angular field-based explainable graph network for battery state-of-health estimation

An End-to-End Ensemble Learning Approach for Enhancing Wind Power Forecasting

A review of predictive uncertainty modeling techniques and evaluation metrics in probabilistic wind speed and wind power forecasting

Enhancing State of Health Estimation of Lithium-Ion Batteries Through Strategic Feature Analysis

Dynamic non-constraint ensemble model for probabilistic wind power and wind speed forecasting

Analysis of Sub-Synchronous Oscillations on Hybrid Wind Farms with DFIG and PMSG

Robust Subsynchronous Damping Control of PMSG-Based Wind Farm

Wind Power Curve Modeling With Large-Scale Generalized Kernel-Based Regression Model

A Modularized Voltage Equalizer Based on Phase-Shift Modulation for Series-Connected Battery Strings

A novel convolutional informer network for deterministic and probabilistic state-of-charge estimation of lithium-ion batteries

A Harmonic Suppression Method of H6 Topology Single Phase Inverter

A deep asymmetric Laplace neural network for deterministic and probabilistic wind power forecasting

Ensemble probabilistic wind power forecasting with multi-scale features

Deep non-crossing probabilistic wind speed forecasting with multi-scale features

A Compact-Design Oriented Shipboard Power Supply System With Transformer Integrated Filtering Method

Wind turbine power curve modeling using an asymmetric error characteristic-based loss function and a hybrid intelligent optimizer

A review of wind speed and wind power forecasting with deep neural networks

Maximum wind energy extraction of large-scale wind turbines using nonlinear model predictive control via Yin-Yang grey wolf optimization algorithm

Sparse Heteroscedastic Multiple Spline Regression Models for Wind Turbine Power Curve Modeling

Bayesian infinite mixture models for wind speed distribution estimation

Optimal design of wind turbines on high-altitude sites based on improved Yin-Yang pair optimization

Corrigendum to “Optimal design of wind turbines on high-altitude sites based on improved Yin-Yang pair optimization” [Energy 193 (2020) 116794]

Maximum wind energy extraction of large-scale wind turbines using nonlinear model predictive control via intelligent optimization

Subsynchronous Interaction Analysis of PMSG Based Wind Farm With AC Networks

Approaches to wind power curve modeling: A review and discussion

H∞ current damping control of DFIG based wind farm for sub-synchronous control interaction mitigation

$\mathrm{H}_{\infty}$ Robust Current Control for DFIG-Based Wind Turbine Subject to Grid Voltage Distortions

Sub-synchronous interaction analysis between DFIG based wind farm and series compensated network

一种新型的永磁直驱风力发电机组控制策略在微网中的应用

电网电压连锁故障下双馈式风力发电机鲁棒增强控制策略

基于一种快速变量正负序分离方法的不平衡电压下双馈发电系统控制策略

Fast Coordinated Control of DFIG Wind Turbine Generators for Low and High Voltage Ride-Through

Sensorless vector control for high-speed permanent magnet disk synchronous motors

Robust current control of doubly fed wind turbine generator under unbalanced grid voltage conditions

The electromagnetic transient response characteristics analysis of DFIG under grid voltage drop failure

基于2路输入的三电平光伏并网系统的研究

Low Voltage Ride-through Analysis and Control for Doubly Fed Wind-Power Induction Generator Using Finite State Machine Method

基于滑模变结构理论的双馈式风力发电机控制策略

适于直驱型风力发电系统的大功率变流器

研究方向