Life prediction of lithium-ion batteries based on stacked denoising autoencoders

An ensemble prognostic method for lithium-ion battery capacity estimation based on time-varying weight allocation

(2020) Yujie Cheng et al.   APPLIED ENERGY

A Framework for Modeling and Structural Vulnerability Analysis of Spatial Cyber-Physical Power Systems From an Attack–Defense Perspective

(2020) Zhengcheng Dong et al.   IEEE Systems Journal

A coulombic efficiency-based model for prognostics and health estimation of lithium-ion batteries

(2019) Fangfang Yang et al.   ENERGY

Data-driven prediction of battery cycle life before capacity degradation

(2019) Kristen A. Severson et al.   Nature Energy

Robust Beamforming and Jamming for Enhancing the Physical Layer Security of Full Duplex Radios

(2019) Zhengmin Kong et al.   IEEE Transactions on Information Forensics and Security

DeepMirTar: a deep-learning approach for predicting human miRNA targets

(2018) Ming Wen et al.   BIOINFORMATICS

A study of the relationship between coulombic efficiency and capacity degradation of commercial lithium-ion batteries

(2018) Fangfang Yang et al.   ENERGY

Long short-term memory recurrent neural network for remaining useful life prediction of lithium-ion batteries

(2018) Yongzhi Zhang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

A hybrid remaining useful life prognostic method for proton exchange membrane fuel cell

(2018) Yujie Cheng et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

A novel Gaussian process regression model for state-of-health estimation of lithium-ion battery using charging curve

(2018) Duo Yang et al.   JOURNAL OF POWER SOURCES

State of health prediction of lithium-ion batteries: Multiscale logic regression and Gaussian process regression ensemble

(2018) Jianbo Yu   RELIABILITY ENGINEERING & SYSTEM SAFETY

Traffic State Estimation of Signalized Intersections Based on Stacked Denoising Auto-Encoder Model

(2018) Junping Xiang et al.   WIRELESS PERSONAL COMMUNICATIONS

Performance and cost of materials for lithium-based rechargeable automotive batteries

(2018) Richard Schmuch et al.   Nature Energy

Roller bearing fault diagnosis using stacked denoising autoencoder in deep learning and Gath–Geva clustering algorithm without principal component analysis and data label

(2018) Fan Xu et al.   APPLIED SOFT COMPUTING

A Fast Clustering Method for Identifying Rock Discontinuity Sets

(2018) Feng Gao et al.   KSCE Journal of Civil Engineering

Short-Term Electricity Price Forecasting With Stacked Denoising Autoencoders

(2017) Long Wang et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Weighted time series fault diagnosis based on a stacked sparse autoencoder

(2017) Feiya Lv et al.   JOURNAL OF CHEMOMETRICS

Gaussian process regression for forecasting battery state of health

(2017) Robert R. Richardson et al.   JOURNAL OF POWER SOURCES

Prognostics of Li(NiMnCo)O2-based lithium-ion batteries using a novel battery degradation model

(2017) Fangfang Yang et al.   MICROELECTRONICS RELIABILITY

Fault diagnosis of rotary machinery components using a stacked denoising autoencoder-based health state identification

(2017) Chen Lu et al.   SIGNAL PROCESSING

Iterative Distributed Minimum Total MSE Approach for Secure Communications in MIMO Interference Channels

(2016) Zhengmin Kong et al.   IEEE Transactions on Information Forensics and Security

Remaining Useful Life Prediction of Lithium-Ion Batteries Based on Spherical Cubature Particle Filter

(2016) Dong Wang et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

A novel state of health estimation method of Li-ion battery using group method of data handling

(2016) Ji Wu et al.   JOURNAL OF POWER SOURCES

A novel health indicator for on-line lithium-ion batteries remaining useful life prediction

(2016) Yapeng Zhou et al.   JOURNAL OF POWER SOURCES

Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data

(2016) Feng Jia et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A Health Indicator Extraction and Optimization Framework for Lithium-Ion Battery Degradation Modeling and Prognostics

(2015) Datong Liu et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Clustering by fast search and find of density peaks

(2014) A. Rodriguez et al.   SCIENCE

State-of-Charge Balance Using Adaptive Droop Control for Distributed Energy Storage Systems in DC Microgrid Applications

(2013) Xiaonan Lu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Estimation of Battery State of Health Using Probabilistic Neural Network

(2012) Ho-Ta Lin et al.   IEEE Transactions on Industrial Informatics

Health diagnosis and remaining useful life prognostics of lithium-ion batteries using data-driven methods

(2012) Adnan Nuhic et al.   JOURNAL OF POWER SOURCES

Capacity Fade Model for Spinel LiMn2O4Electrode

(2012) Yiling Dai et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY