Prediction of wind turbine blade icing fault based on selective deep ensemble model

A novel adaptive weighted kernel extreme learning machine algorithm and its application in wind turbine blade icing fault detection

(2021) Ruining Tong et al.   MEASUREMENT

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

(2021) Tao Tao et al.   RENEWABLE ENERGY

ASTRAL: Adversarial Trained LSTM-CNN for Named Entity Recognition

(2020) Jiuniu Wang et al.   KNOWLEDGE-BASED SYSTEMS

An Autuencoder-based Data Augmentation Strategy for Generalization Improvement of DCNNs

(2020) Xiexing Feng et al.   NEUROCOMPUTING

Predicting fan blade icing by using particle swarm optimization and support vector machine algorithm

(2020) Jiaohui Xu et al.   COMPUTERS & ELECTRICAL ENGINEERING

Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems

(2020) Jin Xiao et al.   IEEE Transactions on Neural Networks and Learning Systems

An efficient metaheuristic algorithm based feature selection and recurrent neural network for DoS attack detection in cloud computing environment

(2020) Reddy SaiSindhuTheja et al.   APPLIED SOFT COMPUTING

Study of ice accretion and icing effects on aerodynamic characteristics of DU96 wind turbine blade profile

(2019) Jia Yi Jin et al.   COLD REGIONS SCIENCE AND TECHNOLOGY

Deep recurrent neural network for geographical entities disambiguation on social media data

(2019) Cristina Zuheros et al.   KNOWLEDGE-BASED SYSTEMS

Multi-head CNN–RNN for multi-time series anomaly detection: An industrial case study

(2019) Mikel Canizo et al.   NEUROCOMPUTING

Cost-sensitive semi-supervised selective ensemble model for customer credit scoring

(2019) Jin Xiao et al.   KNOWLEDGE-BASED SYSTEMS

Intelligent wind turbine blade icing detection using supervisory control and data acquisition data and ensemble deep learning

(2019) Yao Liu et al.   Energy Science & Engineering

Imbalance fault detection based on the integrated analysis strategy for variable-speed wind turbines

(2019) Pengfei Li et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Facial Expression Analysis under Partial Occlusion

(2018) Ligang Zhang et al.   ACM COMPUTING SURVEYS

Wind turbine reliability: A comprehensive review towards effective condition monitoring development

(2018) Estefania Artigao et al.   APPLIED ENERGY

A hybrid model based on selective ensemble for energy consumption forecasting in China

(2018) Jin Xiao et al.   ENERGY

A review on wind turbine control and its associated methods

(2018) Eduardo José Novaes Menezes et al.   JOURNAL OF CLEANER PRODUCTION

Development of wind power industry in China: A comprehensive assessment

(2018) Juchuan Dai et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Deep Learning for fault detection in wind turbines

(2018) Georg Helbing et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Deep learning-based feature engineering for stock price movement prediction

(2018) Wen Long et al.   KNOWLEDGE-BASED SYSTEMS

Linear and nonlinear features and machine learning for wind turbine blade ice detection and diagnosis

(2018) Alfredo Arcos Jiménez et al.   RENEWABLE ENERGY

Machine learning methods for wind turbine condition monitoring: A review

(2018) Adrian Stetco et al.   RENEWABLE ENERGY

Using SCADA data for wind turbine condition monitoring – a review

(2017) Jannis Tautz-Weinert et al.   IET Renewable Power Generation

GMDH-based semi-supervised feature selection for customer classification

(2017) Jin Xiao et al.   KNOWLEDGE-BASED SYSTEMS

Prediction of ice accretion and anti-icing heating power on wind turbine blades using standard commercial software

(2016) Fernando Villalpando et al.   ENERGY

Diagnosis and Prognosis for Complicated Industrial Systems—Part II

(2016) Shen Yin et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Economic viability analysis for icing blades detection in wind turbines

(2016) Jesús María Pinar Pérez et al.   JOURNAL OF CLEANER PRODUCTION

Ice detection on wind turbines using the observed power curve

(2015) Neil N. Davis et al.   WIND ENERGY

Atmospheric icing impact on wind turbine production

(2014) Fayçal Lamraoui et al.   COLD REGIONS SCIENCE AND TECHNOLOGY

Capacitive probe for ice detection and accretion rate measurement: Proof of concept

(2012) Kwadwo Poku Owusu et al.   RENEWABLE ENERGY

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING