Health Condition Assessment for Pumped Storage Units Using Multihead Self-Attentive Mechanism and Improved Radar Chart

Robust regression using support vector regressions

(2021) Mostafa Sabzekar et al.   CHAOS SOLITONS & FRACTALS

Short-term wind power prediction based on EEMD–LASSO–QRNN model

(2021) Yaoyao He et al.   APPLIED SOFT COMPUTING

Health condition monitoring of machines based on long short-term memory convolutional autoencoder

(2021) Zhuang Ye et al.   APPLIED SOFT COMPUTING

Performance Evaluation of Signal Processing Tools Used for Fault Detection of Hydrogenerators Operating in Noisy Environments

(2021) Hossein Ehya et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

Coordination Control Between Excitation and Hydraulic System During Mode Conversion of Variable Speed Pumped Storage Unit

(2021) Yahong Chen et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

Day-ahead load probability density forecasting using monotone composite quantile regression neural network and kernel density estimation

(2021) Wanying Zhang et al.   ELECTRIC POWER SYSTEMS RESEARCH

What drives the green and low-carbon energy transition in China?: An empirical analysis based on a novel framework

(2021) Liu Pingkuo et al.   ENERGY

Lévy Process-Based Stochastic Modeling for Machine Performance Degradation Prognosis

(2021) Peng Wang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A TOPSIS-Based Relocalization Algorithm in Wireless Sensor Networks

(2021) Kai Fang et al.   IEEE Transactions on Industrial Informatics

Fisher’s discriminant ratio based health indicator for locating informative frequency bands for machine performance degradation assessment

(2021) Tongtong Yan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Learning the health index of complex systems using dynamic conditional variational autoencoders

(2021) Yupeng Wei et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

An unsupervised feature learning based health indicator construction method for performance assessment of machines

(2021) Liang Guo et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A Data-Driven Method for Battery Charging Capacity Abnormality Diagnosis in Electric Vehicle Applications

(2021) Zhenpo Wang et al.   IEEE Transactions on Transportation Electrification

An Integrated Approach for Bearing Health Indicator and Stage Division Using Improved Gaussian Mixture Model and Confidence Value

(2021) Mao He et al.   IEEE Transactions on Industrial Informatics

Extended Isolation Forests for Fault Detection in Small Hydroelectric Plants

(2020) Rodrigo Barbosa de Santis et al.   Sustainability

A generalized remaining useful life prediction method for complex systems based on composite health indicator

(2020) Pengfei Wen et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

A combined multi-objective optimization model for degradation trend prediction of pumped storage unit

(2020) Yahui Shan et al.   MEASUREMENT

Gated Dual Attention Unit Neural Networks for Remaining Useful Life Prediction of Rolling Bearings

(2020) Yi Qin et al.   IEEE Transactions on Industrial Informatics

Attention in Natural Language Processing

(2020) Andrea Galassi et al.   IEEE Transactions on Neural Networks and Learning Systems

Joint Learning of Degradation Assessment and RUL Prediction for Aeroengines via Dual-Task Deep LSTM Networks

(2019) Huihui Miao et al.   IEEE Transactions on Industrial Informatics

Battery Aging Assessment for Real-World Electric Buses Based on Incremental Capacity Analysis and Radial Basis Function Neural Network

(2019) Chengqi She et al.   IEEE Transactions on Industrial Informatics

Probability density forecasting of wind power using quantile regression neural network and kernel density estimation

(2018) Yaoyao He et al.   ENERGY CONVERSION AND MANAGEMENT

Fault Prediction via Symptom Pattern Extraction Using the Discretized State Vectors of Multi-Sensor Signals

(2018) Sujeong Baek et al.   IEEE Transactions on Industrial Informatics

Machinery health prognostics: A systematic review from data acquisition to RUL prediction

(2018) Yaguo Lei et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A statistical methodology for the design of condition indicators

(2018) Jérôme Antoni et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Nonlinear prediction of condition parameter degradation trend for hydropower unit based on radial basis function interpolation and wavelet transform

(2015) Xueli An et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE

A novel KICA–PCA fault detection model for condition process of hydroelectric generating unit

(2014) Wenlong Zhu et al.   MEASUREMENT

Condition parameter degradation assessment and prediction for hydropower units using Shepard surface and ITD

(2014) Xueli An et al.   TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL