刘永前

2026

风电机组尾流场数值模拟的双高斯分布致动盘模型

《华北电力大学学报(自然科学版)》

2026

风电场风向波动多尺度量化及分型方法研究

《风机技术》

2026

大型风电机组满发段功率与载荷协同模糊控制方法

《太阳能学报》

2026

风电塔筒疲劳裂纹声发射信号分频自适应谱减降噪方法

《动力工程学报》

DOI

2026

A Novel Federated Learning Framework With Adaptive Parameter Updater for Wind Power Forecasting

IEEE Transactions on Sustainable Energy

DOI

2026

Joint Probability Aggregation for Regional Wind Power Forecasting via R-Vine Copula and Kolmogorov-Arnold Networks

Results in Engineering

DOI

2026

A Physics-Guided Dual-Channel Convolutional Neural Network Wake Model for a Wind Turbine over a Hill

Renewable Energy

DOI

2026

Medium-term wind power forecasting based on the strategy of “independent encoding - joint decoding” considering multi-source data

Renewable Energy

DOI

2026

WindTMamba-SS: Long-History Spatiotemporal Learning for Subseasonal 100-m Wind Forecasting Over China's Coastal Waters

Zenodo (CERN European Organization for Nuclear Research)

DOI

2026

An Efficient Wind Farm Condition Monitoring Method Balancing Complexity and Performance

IEEE Transactions on Industrial Informatics

DOI

2026

LiDAR-Referenced Inflow Wind Condition Estimation from SCADA Data Using a Deep Learning Model

Energies

DOI

2026

Study on the motion suppression effect of point absorber arrays integrated with floating wind turbines using CFD simulation

Energy

DOI

2026

A context-driven dynamic modeling method for ultra-short-term wind power forecasting

Global Energy Interconnection

DOI

2026

Identifying teleconnection predictors for medium-to-long term prediction of low wind power events

IET conference proceedings.

DOI

2026

Impact of wind prediction uncertainty on wind farm wake steering control

IET conference proceedings.

DOI

2026

Prediction method for wind - solar power supply guarantee capacity based on energy storage time - series characteristic simulation

IET conference proceedings.

DOI

2026

Interpretable short-term wind power forecasting based on LIME algorithm and multi-source NWP

IET conference proceedings.

DOI

2026

The Calculation Method of Time-Series Reduction Coefficients for Wind Power Generation in Ultra-High-Altitude Areas

Energies

DOI

2026

GRPO Based Fault Warning Model for Wind Turbine Generator Bearing

Mechanisms and machine science

DOI

2026

A Wind Farm Wake Centerline Model with Continuously Undulating Two-Dimensional Mountains

Mechanisms and machine science

DOI

2026

Early Fault Detection for Wind Turbine Main Bearing Based on Neural Circuit Policies

Mechanisms and machine science

DOI

2026

Erratum: “A pressure-corrected double-Gaussian analytical wake model for wind turbines” [Phys. Fluids 37 , 115110 (2025)]

Physics of Fluids

DOI

2025

Overview of Offshore Wind Power Technologies

Sustainability，Vol. 170, No. 20

DOI

2025

基于强化学习的风电场自适应调频控制方法

《动力工程学报》

DOI

2025

风况波动对风电场尾流偏转控制的影响规律研究

《动力工程学报》

DOI

2025

新型多立柱基础的15 MW漂浮式风电机组动态响应研究

《太阳能学报》

2025

海上测风塔塔影效应观测及校正算法研究

《动力工程学报》

DOI

2025

基于不变学习的超短期风电功率预测

《动力工程学报》

DOI

2025

Wake steering in offshore wind farms: Field experiment and SCADA-driven simulations for quantifying power and blade root loads

Ocean Engineering

DOI

2025

Research on Microscale Wind Speed Forecasting Method Based on Vision Transformer

IEEE Conference on Energy Internet and Energy System Integration (EI2)

DOI

2025

A Wind Farm Power Forecasting Method Considering the Cyclic Characteristics of Wind Direction Fluctuations

IEEE Conference on Energy Internet and Energy System Integration (EI2)

DOI

2025

Low wind Output Process Forecasting Based on the Integrating of Diffusion Model and Generative Adversarial Network

IEEE Conference on Energy Internet and Energy System Integration (EI2)

DOI

2025

A Multi-Source Data Fusion Approach for Wind Speed Calculation Based on Meta-Learning

IEEE Conference on Energy Internet and Energy System Integration (EI2)

DOI

2025

A physics-guided deep learning model for real-time wind farm flow control with interpretability analysis

Renewable Energy

DOI

2025

The economic value of wind power forecasting: a data-driven method and its application in various scenarios

Energy

DOI

2025

Wind Power Forecasting Based on Large Time Series Model

Engineering

DOI

2025

Wind speed missing value imputation model for high-altitude regions based on wind vertical distribution characteristics

DOI

2025

Study on the combined method of mathematical statistics and numerical simulation for wind resource assessment

International Journal of Green Energy

DOI

2025

A physics-guided deep learning methodology for wind farm power modeling under active yaw control

Renewable Energy

DOI

2025

Analysis of platform motion effects on fatigue loads and aerodynamic unsteadiness in 15 MW novel floating offshore wind turbines with transient impact

Ocean Engineering

DOI

2025

Hierarchical clustering-based deep reinforcement learning for adaptive frequency control of wind farm

Renewable Energy

DOI

2025

A CNN-SA-GRU Model with Focal Loss for Fault Diagnosis of Wind Turbine Gearboxes

Energies

DOI

2025

Dual-path frequency Mamba-Transformer model for wind power forecasting

Energy

DOI

2025

A low-computational physics-guided deep learning model for wind farm flow control under time-varying wind conditions

Energy

DOI

2025

An AI-based weather prediction method for wind farms combining global forecast field and wind speed temporal transfer characteristics

Energy

DOI

2025

Deep reinforcement learning-driven wind farm flow control considering dynamic wind

Energy Conversion and Management

DOI

2025

Evaluation of wake superposition methods for wind-farm flow and power prediction

Journal of Physics Conference Series

DOI

2025

A Short-Term Wind Power Forecasting Method Based on Multi-Source Numerical Weather Prediction Fusion

DOI

2025

Weighted graph wake decoupling (WGWD) method for efficient optimal active yaw control of wake-effect mitigation in large wind farm

International Journal of Green Energy

DOI

2025

A Multivariate Spatiotemporal Feature Fusion Network for Wind Turbine Gearbox Condition Monitoring

Energies

DOI

2025

Enhanced photovoltaic power prediction for dust weather: Integrating satellite cloud imagery, PM10 concentration, and numerical weather prediction

Journal of Renewable and Sustainable Energy

DOI

2025

Integrating Intra-Seasonal Oscillations With Numerical Weather Prediction for 15-Day Wind Power Forecasting

IEEE Transactions on Power Systems

DOI

2025

Power forecasting method of ultra-short-term wind power cluster based on the convergence cross mapping algorithm

Global Energy Interconnection

DOI

2025

A Self-Supervised Pre-Learning Method for Low Wind Power Forecasting

IEEE Transactions on Sustainable Energy

DOI

2025

An Ultra‐Short‐Term Wind Power Forecasting Method Based on Adaptive Cleaning of Streaming Data and Differentiating of Input Feature Contributions

IET Renewable Power Generation

DOI

2024

A Novel Convolutional Neural Net Architecture Based on Incorporating Meteorological Variable Inputs into Ultra-Short-Term Photovoltaic Power Forecasting

Sustainability，Vol. 16, No. 7

DOI

2024

A data-driven model for power system operating costs based on different types of wind power fluctuations

Journal Of Environmental Management，Vol. 351

DOI

2024

考虑时空相关性的风电机组风速清洗方法

《太阳能学报》

2024

基于风况预测误差自适应的海上风电场尾流偏转控制方法

《中国电力》

2024

基于平衡分布自适应迁移学习的多风电机组运行状态监测方法

《可再生能源》

DOI

2024

考虑大气稳定度的风电场等效粗糙度模型研究

《太阳能学报》

2024

基于动态格栅的湍流风实验模拟方法研究

《太阳能学报》

2024

A novel minute-scale prediction method of incoming wind conditions with limited LiDAR data

Renewable Energy

DOI

2024

Middle-term wind power forecasting method based on long-span NWP and microscale terrain fusion correction

Renewable Energy

DOI

2024

Wind Power Forecasting Method Under Extreme Weather Conditions Based on Meta-Learning and Multi-Head Attention Mechanism

IEEE Conference on Energy Internet and Energy System Integration (EI2)

DOI

2024

An AI Weather Downscaling Method for Wind Power Forecasting Considering Terrain Features

IEEE Conference on Energy Internet and Energy System Integration (EI2)

DOI

2024

A momentum-conserving wake superposition method for wind-farm flows under pressure gradient

Journal of Fluid Mechanics

DOI

2024

Joint short-term power forecasting of hydro-wind-photovoltaic considering spatiotemporal delay of weather processes

Renewable Energy

DOI

2024

Wind turbine blade icing diagnosis based on k-means clustering and label propagation algorithm

International Journal of Green Energy

DOI

2024

A wind farm control strategy for frequency regulation reserve: Optimize wake loss and frequency support capability

Renewable Energy

DOI

2024

Simplified Polynomial-asymptotic-distribution Actuator Disc (SPAD) method for wind turbine wake simulation based on k- ϵ - fP turbulence model

Renewable Energy

DOI

2024

A Fast Optimization Algorithm for Wind Farm Wake Control

IEEE Information Technology, Networking, Electronic and Automation Control Conference (ITNEC)

DOI

2024

A novel prediction method for low wind output processes under very few samples based on improved W‐DCGAN

IET Renewable Power Generation

DOI

2024

A Deep Learning Quantile Regression Photovoltaic Power-Forecasting Method under a Priori Knowledge Injection

Energies

DOI

2024

Ultra-Short-Term Wind Power Forecasting Based on the Strategy of “Dynamic Matching and Online Modeling”

IEEE Transactions on Sustainable Energy

DOI

2024

Dynamic wake steering control for maximizing wind farm power based on a physics-guided neural network dynamic wake model

Physics of Fluids

DOI

2024

An optimal operation strategy of wind farm for frequency regulation reserve considering wake effects

Energy

DOI

2024

Wind turbine gearbox oil temperature feature extraction and condition monitoring based on energy flow

Applied Energy

DOI

2024

DivideMerge: A multi-vessel optimization approach for cooperative operation and maintenance scheduling in offshore wind farm

Renewable Energy

DOI

2024

Multi-Task neural network model considering low power output risk for short-term photovoltaic forecasting

Journal of Physics Conference Series

DOI

2024

A novel meta-learning approach for few-shot short-term wind power forecasting

Applied Energy

DOI

2024

Optimization Method of Multi-Mode Model Predictive Control for Wind Farm Reactive Power

Energies

DOI

2024

A physics-guided machine learning framework for real-time dynamic wake prediction of wind turbines

Physics of Fluids

DOI

2024

Parametric study of catenary mooring system on floating wind turbine foundation dynamic response

Journal of Renewable and Sustainable Energy

DOI

2024

A Refined Wind Power Forecasting Method with High Temporal Resolution Based on Light Convolutional Neural Network Architecture

Energies

DOI

2024

Optimal capacity configuration of wind-photovoltaic-storage hybrid system: A study based on multi-objective optimization and sparrow search algorithm

Journal of Energy Storage

DOI

2024

Study on the nonlinear structural coupling for wind turbine blade under large deflections by using novel finite difference method

Renewable Energy

DOI

2024

A Novel Dual-Channel Temporal Convolutional Network for Photovoltaic Power Forecasting

Energies

DOI

2024

Assessment Method of Offshore Wind Resource Based on Multi-dimensional Indexes System

CSEE Journal of Power and Energy Systems

DOI

2023

偏航工况下漂浮式机组非定常气动特性研究

《太阳能学报》

2023

基于风电场日前交易和日内交易的储能配置方法

《电力建设》

2023

基于多模态时频图融合的风电机组齿轮箱故障诊断方法

《分布式能源》

2023

基于深度强化学习的海上风电集群自进化功率平滑控制方法

《中国电力》

2023

风光制氢容量配置优化研究及绿氢经济性分析

《内蒙古电力技术》

2023

Study of a dynamic effect-based method for wind farm yaw control optimization

International Journal of Green Energy

DOI

2023

A multivariable wind turbine power curve modeling method considering segment control differences and short-time self-dependence

Renewable Energy

DOI

2023

Multi-Dimensional Wind Power Low-Power Event Identification Based On Variational Mode Decomposition

IEEE Conference on Energy Internet and Energy System Integration (EI2)

DOI

2023

Wind turbine blade icing diagnosis using B-SMOTE-Bi-GRU and RFE combined with icing mechanism

Renewable Energy

DOI

2023

A novel prediction method for ice accretion event of wind turbine

IEEE Sustainable Power and Energy Conference (iSPEC)

DOI

2023

Wind Turbine Gearbox Condition Monitoring Using Hybrid Attentions and Spatio-Temporal BiConvLSTM Network

Energies

DOI

2023

Inertia Evaluation of Wind Farm Under Overspeed Power Shedding Control

Journal of Physics Conference Series

DOI

2023

Wind Turbine Blade Icing Prediction Using Focal Loss Function and CNN-Attention-GRU Algorithm

Energies

DOI

2023

Wind Turbine Condition Monitoring Using the SSA-Optimized Self-Attention BiLSTM Network and Changepoint Detection Algorithm

Sensors

DOI

2023

Medium-Term Wind Power Forecasting based on Dynamic Self-Attention Mechanism

DOI

2023

Multi‐component condition monitoring method for wind turbine gearbox based on adaptive noise reduction

IET Renewable Power Generation

DOI

2023

An Early Fault Detection Method for Wind Turbine Main Bearings Based on Self-Attention GRU Network and Binary Segmentation Changepoint Detection Algorithm

Energies

DOI

2023

Study on the yaw-based wake steering control considering dynamic flow characteristics for wind farm power improvement

Journal of Physics Conference Series

DOI

2023

Entrainment model for wind turbine wakes considering blockage effect

Journal of Physics Conference Series

DOI

2023

Wind turbine blade icing diagnosis using RFECV-TSVM pseudo-sample processing

Renewable Energy

DOI

2023

A novel superposition method for streamwise turbulence intensity of wind-turbine wakes

Energy

DOI

2023

Deep adversarial transfer neural network for fault diagnosis of wind turbine gearbox

International Journal of Green Energy

DOI

2023

A WGAN-GP-Based Scenarios Generation Method for Wind and Solar Power Complementary Study

Energies

DOI

2023

An adaptive identification method of abnormal data in wind and solar power stations

Renewable Energy

DOI

2023

Short-term wind power prediction method based on deep clustering-improved Temporal Convolutional Network

Energy Reports

DOI

2022

海上风电场技术

《电子工业出版社》

2022

风电机组高柔塔二阶涡激振动特性研究

《太阳能学报》

2022

面向高比例新能源并网场景的风光-电动车协同调度方法

《上海交通大学学报》

2022

多点数值天气预报风速和辐照度集中式修正方法研究

《发电技术》

2022

Research on the Derated Power Data Identification Method of a Wind Turbine Based on a Multi-Gaussian–Discrete Joint Probability Model

Sensors

DOI

2022

Data-Driven Operation Cost Modeling of Power System Considering Wind Power Fluctuation

International Conference on Power and Renewable Energy (ICPRE)

DOI

2022

Deep Neural Network Configuration Sensitivity Analysis in Wind Power Forecasting

Journal of Energy - Energija

DOI

2022

Study of three wake control strategies for power maximization of offshore wind farms with different layouts

Energy Conversion and Management

DOI

2022

A physical wind‐turbine wake growth model under different stratified atmospheric conditions

Wind Energy

DOI

2022

Quad-kernel deep convolutional neural network for intra-hour photovoltaic power forecasting

Applied Energy

DOI

2022

Wind farm layout optimization to minimize the wake induced turbulence effect on wind turbines

Applied Energy

DOI

2022

Joint forecasting of regional wind and solar power based on attention neural network

IEEE International Electrical and Energy Conference (CIEEC)

DOI

2022

Effects of the Parameter C4ε in the Extended k-ε Turbulence Model for Wind Farm Wake Simulation Using an Actuator Disc

Journal of Marine Science and Engineering

DOI

2022

Statistical downscaling of numerical weather prediction based on convolutional neural networks

Global Energy Interconnection

DOI

2022

Power Generation Performance Indicators of Wind Farms Including the Influence of Wind Energy Resource Differences

Energies

DOI

2022

A novel entrainment wind farm flow model for power prediction

International Journal of Green Energy

DOI

2022

A comprehensive review for wind, solar, and electrical load forecasting methods

Global Energy Interconnection

DOI

2022

The effect of swell on marine atmospheric boundary layer and the operation of an offshore wind turbine

Energy

DOI

2021

基于卷积循环神经网络的风电场内多点位风速预测方法

《电网技术》

DOI

2021

基于多任务学习的风速实时预测方法

《可再生能源》

DOI

2021

计及限功率工况的风电塔筒螺栓疲劳寿命预测方法

《太阳能学报》

DOI

2021

以变桨轴承延寿为目标的风电机组变桨策略优化研究

《分布式能源》

DOI

2021

基于中性等效风速的海上风廓线建模方法研究

《华北电力大学学报(自然科学版)》

2021

基于深度学习的风光场群功率预测方法研究

《分布式能源》

DOI

2021

Multi-Source and Temporal Attention Network for Probabilistic Wind Power Prediction

IEEE Transactions on Sustainable Energy

DOI

2021

Quantile based probabilistic wind turbine power curve model

Applied Energy

DOI

2021

Support vector regression-based fatigue damage assessment method for wind turbine nacelle chassis

Structures

DOI

2021

Influence of atmospheric stability on wind-turbine wakes with a certain hub-height turbulence intensity

Physics of Fluids

DOI

2021

A novel model for chaotic complex time series with large of data forecasting

Knowledge-Based Systems

DOI

2021

Rotor equivalent wind speed calculation method based on equivalent power considering wind shear and tower shadow

Renewable Energy

DOI

2021

A new coupled model for the equivalent roughness heights of wind farms

Renewable Energy

DOI

2021

Application of autoregressive dynamic adaptive (ARDA) model in real-time wind power forecasting

Renewable Energy

DOI

2021

Analytical and numerical study on centrifugal stiffening effect for large rotating wind turbine blade based on NREL 5 MW and WindPACT 1.5 MW models

Renewable Energy

DOI

2021

HYBRID WAKE MODEL BASED ON ANALYTICAL MULTI-WAKE MODEL AND CFD MODEL FOR OFFSHORE WIND FARM

IET conference proceedings.

DOI

2021

DIAGNOSIS OF BLADE ICING CONDITION OF WIND TURBINES BASED ON RANDOM FOREST

IET conference proceedings.

DOI

2021

MULTI-SCALE PERIODICITY RECOGNITION METHOD OF WIND SPEED BASED ON MORLET WAVELET WITH TIME-FREQUENCY FACTORS

IET conference proceedings.

DOI

2021

A novel two-dimensional entrainment wake model for wind turbine wakes

International Journal of Green Energy

DOI

2021

Wind turbine blade icing diagnosis using hybrid features and Stacked-XGBoost algorithm

Renewable Energy

DOI

2021

Formulas of the optimized yaw angles for cooperative control of wind farms with aligned turbines to maximize the power production

Applied Energy

DOI

2021

Quantitative Evaluation Methods of Cluster Wind Power Output Volatility and Source-Load Timing Matching in Regional Power Grid

Energies

DOI

2021

Uncertain accessibility estimation method for offshore wind farm based on multi‐step probabilistic wave forecasting

IET Renewable Power Generation

DOI

2020

大型风电基地远距离消纳全系统成本计算方法（英文）

《中国电机工程学报》

DOI

2020

一种基于大气稳定度的风资源评估方法

《可再生能源》

2020

Research on the Influence of Development Scenarios on the OLCOE of Wind Power: A Case Study of China

Mathematical Problems in Engineering

DOI

2020

A field study of ice accretion and its effects on the power production of utility-scale wind turbines

Renewable Energy

DOI

2020

Numerical simulation of wind turbine wake based on extended k‐epsilon turbulence model coupling with actuator disc considering nacelle and tower

IET Renewable Power Generation

DOI

2020

Evaluation Method of Wind Speed Time-Shifting Characteristics at Multiple Scales and Its Application in Wind Power System

Mathematical Problems in Engineering

DOI

2020

EV charging load simulation and forecasting considering traffic jam and weather to support the integration of renewables and EVs

Renewable Energy

DOI

2020

Daily electric vehicle charging load profiles considering demographics of vehicle users

Applied Energy

DOI

2020

Switching strategy of the low wind speed wind turbine based on real-time wind process prediction for the integration of wind power and EVs

Renewable Energy

DOI

2020

Wind turbine power curve modeling based on interval extreme probability density for the integration of renewable energies and electric vehicles

Renewable Energy

DOI

2020

A data sample division method for wind power prediction based on China's 24 solar terms

International Transactions on Electrical Energy Systems

DOI

2020

Reviews on characteristic of renewables: Evaluating the variability and complementarity

International Transactions on Electrical Energy Systems

DOI

2020

Improved Deep Mixture Density Network for Regional Wind Power Probabilistic Forecasting

IEEE Transactions on Power Systems

DOI

2019

考虑不同截面翼型选取的风电机组叶片优化设计方法

《发电技术》

2019

基于改进二进制萤火虫算法的风电场微观选址优化研究

《可再生能源》

DOI

2019

计及能量掺混的风电机组尾流叠加模型研究

《可再生能源》

DOI

2019

基于分段支持向量机的风电机组理论功率计算研究

《太阳能学报》

DOI

2019

海上风电场维护管理技术研究现状与展望

《全球能源互联网》

DOI

2019

Quantitative method for evaluating detailed volatility of wind power at multiple temporal-spatial scales

Global Energy Interconnection

DOI

2019

A two-dimensional Jensen model with a Gaussian-shaped velocity deficit

Renewable Energy

DOI

2019

Short-term forecasting and uncertainty analysis of wind turbine power based on long short-term memory network and Gaussian mixture model

Applied Energy

DOI

2019

Multiple Wind Turbine Wakes Modeling Considering the Faster Wake Recovery in Overlapped Wakes

Energies

DOI

2019

Uncertainty estimation for wind energy conversion by probabilistic wind turbine power curve modelling

Applied Energy

DOI

2019

Mid-to-long term wind and photovoltaic power generation prediction based on copula function and long short term memory network

Applied Energy

DOI

2019

NWP Combination Correction Model Based on Variable-weight Stacking Algorithm

Energy Procedia

DOI

2019

Sequence transfer correction algorithm for numerical weather prediction wind speed and its application in a wind power forecasting system

Applied Energy

DOI

2019

Evaluation of wind power operating capacity credit considering prediction error

Renewable Power Generation Conference (RPG)

DOI

2018

新能源科学与工程(风电)专业建设经验浅析

《风能》

2018

基于降低风电场损耗的风电场优化调度研究

《太阳能学报》

2018

基于高斯过程的风电场尾流功率代理模型

《工程热物理学报》

2018

计及风向不确定性的海上风电场年发电量计算

《可再生能源》

2018

考虑尾流效应的风电场优化控制技术研究

《太阳能学报》

2018

Quantitative evaluation method for the complementarity of wind–solar–hydro power and optimization of wind–solar ratio

Applied Energy

DOI

2018

A two-dimensional model based on the expansion of physical wake boundary for wind-turbine wakes

Applied Energy

DOI

2018

Short-Term Wind Power Forecasting Based on Clustering Pre-Calculated CFD Method

Energies

DOI

2017

基于HS-Clustering的风电场机组分组功率预测

《现代电力》

2017

大型风电机组尾流效应非定常数值模拟研究

《工程热物理学报》

2017

基于降低集电系统损耗的风电场内机组优化调度研究

《电气应用》

2017

风电场尾流分布计算及场内优化控制方法

《电力系统自动化》

2017

Forecasting the High Penetration of Wind Power on Multiple Scales Using Multi-to-Multi Mapping

IEEE Transactions on Power Systems

DOI

2017

Multi-step-ahead Method for Wind Speed Prediction Correction Based on Numerical Weather Prediction and Historical Measurement Data

Journal of Physics Conference Series

DOI

2017

Research on variable pitch control strategy of wind turbine for tower vibration reduction

The Journal of Engineering

DOI

2017

Fuzzy scalar quantisation based on hidden Markov model and application in fault diagnosis of wind turbine

The Journal of Engineering

DOI

2016

基于风场景识别的动态风电功率概率预测方法

《现代电力》

2016

基于风力发电机组分类的风电场内优化调度

《太阳能学报》

2016

基于场景预测的风电场经济调度模型

《分布式能源》

2016

Novel Cost Model for Balancing Wind Power Forecasting Uncertainty

IEEE Transactions on Energy Conversion

DOI

2016

A Hybrid Forecasting Method for Wind Power Ramp Based on Orthogonal Test and Support Vector Machine (OT-SVM)

IEEE Transactions on Sustainable Energy

DOI

2016

Numerical weather prediction wind correction methods and its impact on computational fluid dynamics based wind power forecasting

Journal of Renewable and Sustainable Energy

DOI

2015

可用于风电场优化控制的尾流快速计算方法

《太阳能学报》

2015

增量处理双隐层BP神经网络风电功率预测模型

《太阳能学报》

2015

考虑流动相关性的风电场机组分组功率预测方法

《现代电力》

2015

风能与动力工程专业教学理念研究与实践

《风能》

2015

三种主流风电场功率预测算法适应性对比研究

《现代电力》

2015

Adaptabilities of three mainstream short-term wind power forecasting methods

Journal of Renewable and Sustainable Energy

DOI

2015

Reviews on uncertainty analysis of wind power forecasting

Renewable and Sustainable Energy Reviews

DOI

2015

Unit commitment in wind farms based on a glowworm metaphor algorithm

Electric Power Systems Research

DOI

2015

Optimal power dispatch in wind farm based on reduced blade damage and generator losses

Renewable and Sustainable Energy Reviews

DOI

2014

基于修正风速的风电场等效功率特性模型研究

《华北电力大学学报(自然科学版)》

2014

基于CFD流场预计算的风电功率预测误差分布研究

《现代电力》

2014

水平轴风电机组短时风速模型研究

《太阳能学报》

2014

Effects of vortex generators on a blunt trailing-edge airfoil for wind turbines

Renewable Energy

DOI

2014

Research Cage Wind Turbines’ Dynamic Characteristics Based on Time-varying Parameters

International Journal of Control and Automation

DOI

2014

Ensemble Nonlinear Autoregressive Exogenous Artificial Neural Networks for Short-Term Wind Speed and Power Forecasting

International Scholarly Research Notices

DOI

2014

Clustering methods of wind turbines and its application in short-term wind power forecasts

Journal of Renewable and Sustainable Energy

DOI

2014

Hybrid Forecasting Model for Very-Short Term Wind Power Forecasting Based on Grey Relational Analysis and Wind Speed Distribution Features

IEEE Transactions on Smart Grid

DOI

2014

A robust probabilistic wind power forecasting method considering wind scenarios

Renewable Power Generation Conference (RPG)

DOI

2014

Bootstrapped Multi-Model Neural-Network Super-Ensembles for Wind Speed and Power Forecasting

Energy and Power Engineering

DOI

2014

Research on Applicability of Ultra-short Term Wind Power Forecasting Models

Renewable Power Generation Conference (RPG)

DOI

2014

Research on fitting method of wind shear exponent in wind farm

Renewable Power Generation Conference (RPG)

DOI

2013

创建多学科交叉型风能与动力工程专业培养国际化复合型风电人才

《教育教学论坛》

2013

以风电机组叶片延寿为目标的风电场优化调度

《太阳能学报》

2013

基于正交试验的风电场集电系统优化方法

《太阳能学报》

2013

分位数回归在风电功率预测不确定性分析中的应用

《太阳能学报》

2013

Wind power grouping forecasts and its uncertainty analysis using optimized relevance vector machine

Renewable and Sustainable Energy Reviews

DOI

2013

Wind velocity prediction at wind turbine hub height based on CFD model

DOI

2013

Optimal power dispatch in wind farm with life extension of wind turbine blades as target

Journal of Renewable and Sustainable Energy

DOI

2013

A physical approach of the short-term wind power prediction based on CFD pre-calculated flow fields

Journal of Hydrodynamics

DOI

2013

Impact of wake effect on wind power prediction

DOI

2013

Acoustic tomography of temperature and wind flow fields in a wind power plant

DOI

2013

An Integration of Enhanced Wind Power Interval Forecasting into Reactive Power Dispatching

DOI

2012

基于粒子群优化BP神经网络的风电机组齿轮箱故障诊断方法

《太阳能学报》

2012

基于预测误差分布特性的风电场短期功率预测不确定性研究

《太阳能学报》

2012

Forecasting Power Output of Photovoltaic Systems Based on Weather Classification and Support Vector Machines

IEEE Transactions on Industry Applications

DOI

2012

Uncertainty Analysis of Wind Power Prediction Based on Quantile Regression

Asia-Pacific Power and Energy Engineering Conference (APPEEC)

DOI

2011

风电场超短期功率预测及不确定性分析

《太阳能学报》

2011

风电场输出功率预测中两种神经网络算法的研究

《现代电力》

2011

Short-term wind power prediction based on wavelet transform-support vector machine and statistic characteristics analysis

DOI

2011

Forecasting power output of photovoltaic system based on weather classification and support vector machine

Conference record

DOI

2011

Short term wind power forecasting using Hilbert-Huang Transform and artificial neural network

IEEE International Conference on Electric Utility Deregulation, Restructuring and Power Technologies

DOI

2011

Short-Term Wind Power Prediction With Particle Swarm Optimization

Power System Technology

2011

Neural Network Ensemble Method Study for Wind Power Prediction

Asia-Pacific Power and Energy Engineering Conference (APPEEC)

DOI

2011

Tabu Search Algorithm Optimized ANN Model for Wind Power Prediction with NWP

Energy Procedia

DOI

2010

离网型风光储互补发电系统优化设计方法研究

《现代电力》

2010

基于支持向量机的风电机组运行工况分类方法

《太阳能学报》

2010

Interpolation of missing wind data based on ANFIS

Renewable Energy

DOI

2010

Genetic algorithm-piecewise support vector machine model for short term wind power prediction

World Congress on Intelligent Control and Automation

DOI

2010

The research and application of wavelet-support vector machine on short-term wind power prediction

World Congress on Intelligent Control and Automation

DOI

2010

Research on Operation Condition Classification Method for Vibration Monitoring of Wind Turbine

Asia-Pacific Power and Energy Engineering Conference (APPEEC)

DOI

2010

The Study of Wind Power Combination Prediction

Asia-Pacific Power and Energy Engineering Conference (APPEEC)

DOI

2009

风-氢混合能源系统

《电力建设》

2009

Piecewise Support Vector Machine Model for Short-Term Wind-power Prediction

International Journal of Green Energy

DOI

2008

状态监测与故障诊断在风电机组上的应用

《现代电力》

2008

三种方法在风速预测中的应用研究

《华北电力大学学报(自然科学版)》

2008

交流励磁风力发电系统的仿真研究

《中国电力教育》

2008

Application study of three methods in wind speed prediction

Journal of North China Electric Power University

2007

风电场出力短期预报研究综述

《现代电力》

2007

提前三小时风电机组出力组合预报研究

《太阳能学报》

2007

The Comparison of BP Network and RBF Network in Wind Power Prediction Application

International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA)

DOI

2006

基于MATLAB的风力发电系统仿真研究

《中国电力教育》

2006

风力发电系统的建模与仿真研究

《中国电力教育》

2020

大气稳定度对风力机尾流演化的影响机理研究

《第十一届全国流体力学学术会议》

DOI

2020

基于风力机尾流偏转的风电场功率优化控制研究

《第十一届全国流体力学学术会议》

DOI

2018

地表粗糙度对风力机尾流演化的影响研究

《第十届全国流体力学学术会议论文摘要集》

2017

风电机组尾流场的DES/RANS方法数值模拟对比研究

《中国力学大会-2017暨庆祝中国力学学会成立60周年大会论文集（A）》

2026

Dynamic Wake Model for Wind Farm Based on Flow Field Decomposition and Physics-Guided Neural Networks

SSRN Electronic Journal

DOI

2026

Dynamic Adaptive Multimodal Early Fault Diagnosis of Wind Turbine Bearings via Energy-Decoupled Learning and Bilateral Acoustic–Vibration Coordination

SSRN Electronic Journal

DOI

2026

Weather-Regime-Aware Cross-Frequency Joint Probabilistic Forecasting of Wind--Solar Power for Supply-Target Attainment

SSRN Electronic Journal

DOI

2026

Ring-Based Feature-Level Knowledge Distillation for Federated Probabilistic Forecasting across Heterogeneous Wind Farms

SSRN Electronic Journal

DOI

2025

A novel spatial distribution method for wind farm parameterizations based on the Gaussian function

arXiv preprint

DOI

2025

Modeling of turbulence kinetic energy added by wind-turbine wakes in the atmospheric boundary layer

arXiv preprint

2024

Study on the Aerodynamic Characteristics of Spar and Semi-Submersible Type Floating Wind Turbines Under Dynamic Yaw

SSRN Electronic Journal

DOI

2024

Study on the Active Yaw Control Effect on the Coupled System of Wind Turbine and Floating Platform for Floating Wind Turbines

SSRN Electronic Journal

DOI

2023

Pod-Rbf Wind Turbine Wake Model by Cfd and Analytical Data Fusing

SSRN Electronic Journal

DOI

2022

Numerical Weather Prediction Correction Method Based on Online LSTM

DOI

2022

Research on Optimal Operation of Wind Turbines Based on Robust Model Predictive Control

SSRN Electronic Journal

DOI

2025

Smart Operation Control Technologies for Offshore Wind Farms

Springer eBooks

DOI

2025

Offshore Wind Farm Construction

Springer eBooks

DOI

2025

Offshore Wind Power and Comprehensive Utilization of Offshore Areas

Springer eBooks

DOI

2025

Offshore Wind Resource Characteristics and Measurement Evaluation

Springer eBooks

DOI

2025

Offshore Wind Farm Design

Springer eBooks

DOI

2025

Fault Diagnosis and Health Management of Offshore Wind Turbines

Springer eBooks

DOI

2025

Offshore Wind Power Forecasting

Springer eBooks

DOI

2019

Research on Correlation Between Wind Power and Load in Different Weather Conditions

Lecture notes in electrical engineering

DOI

2014

An optimized short-term wind power interval prediction method considering NWP accuracy

Chinese Science Bulletin

DOI

2009

Smart Monitoring of Wind Turbines Using Neural Networks

Springer eBooks

DOI

2025

Offshore Wind Farm Technology

Springer eBooks

DOI

2026

Coastal Wind-Regime Shifts Link Stronger East Asian Winter Monsoon Flow to Lower Generation Across a Dense Offshore Wind Corridor

Zenodo (CERN European Organization for Nuclear Research)

DOI

2026

From Offshore Jet Cores to Wind-Energy Potential: Vertical Momentum Accessibility and Horizontal Extent

Zenodo (CERN European Organization for Nuclear Research)

DOI