Convolutional Attention-based Long Short-Term Memory Deep Learning for Estimating Bearing Remaining Useful Life

Convolutional Attention-based Long Short-Term Memory Deep Learning for Estimating Bearing Remaining Useful Life

碩士 === 國立中央大學 === 資訊工程學系 === 106 === With the maturity of related technologies, global manufacturing combines advanced technologies such as Internet of Things, big data, deep learning, and cloud computing, from the "automation" of Industry 3.0 to the "wisdom automation" of Indust...

Full description

Bibliographic Details
Main Authors:	Yi-Ming Zeng, 曾翊銘
Other Authors:	Jehn-Ruey Jiang
Format:	Others
Language:	zh-TW
Published:	2018
Online Access:	http://ndltd.ncl.edu.tw/handle/q2x249

Similar Items

Time Series Multiple Channel Convolutional Neural Network with Attention-Based Long Short-Term Memory for Predicting Bearing Remaining Useful Life
by: Jehn-Ruey Jiang, et al.
Published: (2019-12-01)

Attention-based Long Short-Term Memory Deep Learning for Estimating Machinery Remaining Useful Life
by: Wei-Ru Chen, et al.
Published: (2018)

Convolution and Long Short-Term Memory Hybrid Deep Neural Networks for Remaining Useful Life Prognostics
by: Zhengmin Kong, et al.
Published: (2019-10-01)

Developing Deep Survival Model for Remaining Useful Life Estimation Based on Convolutional and Long Short-Term Memory Neural Networks
by: Chia-Hua Chu, et al.
Published: (2020-01-01)

Long Short-Term Memory Deep Learning for Estimating Machinery Remaining Useful Life
by: Che-Sheng Hsu, et al.
Published: (2017)

Remaining Useful Life Estimation Using Long Short-Term Memory Neural Networks and Deep Fusion
by: Yang Zhang, et al.
Published: (2020-01-01)

Cascade Fusion Convolutional Long-Short Time Memory Network for Remaining Useful Life Prediction of Rolling Bearing
by: Qiong Wu, et al.
Published: (2020-01-01)

Predicting remaining useful life of rolling bearings based on deep feature representation and long short-term memory neural network
by: Wentao Mao, et al.
Published: (2018-12-01)

Deep Spatiotemporal Convolutional-Neural-Network-Based Remaining Useful Life Estimation of Bearings
by: Xu Wang, et al.
Published: (2021-06-01)

Prediction of Bearing Remaining Useful Life With Deep Convolution Neural Network
by: Lei Ren, et al.
Published: (2018-01-01)

Automatic Lip-Reading System Based on Deep Convolutional Neural Network and Attention-Based Long Short-Term Memory
by: Yuanyao Lu, et al.
Published: (2019-04-01)

Long Short-Term Memory Approach to Estimate Battery Remaining Useful Life Using Partial Data
by: Benvolence Chinomona, et al.
Published: (2020-01-01)

Real-Time Bearing Remaining Useful Life Estimation Based on the Frozen Convolutional and Activated Memory Neural Network
by: Zesheng Chen, et al.
Published: (2019-01-01)

Respiratory motion prediction using deep convolutional long short-term memory network
by: Shahabedin Nabavi, et al.
Published: (2020-01-01)

Towards Attention-Based Convolutional Long Short-Term Memory for Travel Time Prediction of Bus Journeys
by: Jianqing Wu, et al.
Published: (2020-06-01)

Attention-Based Convolution Skip Bidirectional Long Short-Term Memory Network for Speech Emotion Recognition
by: Huiyun Zhang, et al.
Published: (2021-01-01)

Investigating Remaining Useful Life of Storage Devices Using Long Short-Term Memory
by: CHEN JUNG-HUANG, et al.
Published: (2019)

Music emotion recognition using convolutional long short term memory deep neural networks
by: Serhat Hizlisoy, et al.
Published: (2021-06-01)

Fault Diagnosis of Motor Bearings Based on a Convolutional Long Short-Term Memory Network of Bayesian Optimization
by: Zhen Li, et al.
Published: (2021-01-01)

Convolutional Neural Network and Long Short Term Memory Attention Model with Text and Numerical Information on Stock Prediction
by: Huang, Pei-Lun, et al.
Published: (2018)

Sarcasm Detection Using Soft Attention-Based Bidirectional Long Short-Term Memory Model With Convolution Network
by: Le Hoang Son, et al.
Published: (2019-01-01)

Enhancing Convolutional Neural Network Deep Learning for Remaining Useful Life Estimation
by: Chang-Kuei, Kuo, et al.
Published: (2017)

Long Short-Term Memory Networks for Facility Infrastructure Failure and Remaining Useful Life Prediction
by: Rodney Kizito, et al.
Published: (2021-01-01)

DeepACLSTM: deep asymmetric convolutional long short-term memory neural models for protein secondary structure prediction
by: Yanbu Guo, et al.
Published: (2019-06-01)

Modulation Classification Using Fully Connected Deep Neural Networks with Convolutional Long Short-Term Memory
by: Chih-Hung Liu, et al.
Published: (2018)

Deep Learning for Price Movement Prediction Using Convolutional Neural Network and Long Short-Term Memory
by: Can Yang, et al.
Published: (2020-01-01)

Time Series Multi-Channel Convolutional Neural Network for Bearing Remaining Useful Life Estimation
by: Juei-En Lee, et al.
Published: (2018)

Remaining Useful Life Prediction Using Temporal Convolution with Attention
by: Wei Ming Tan, et al.
Published: (2021-02-01)

A Deep Neural Network Model for Short-Term Load Forecast Based on Long Short-Term Memory Network and Convolutional Neural Network
by: Chujie Tian, et al.
Published: (2018-12-01)

Toward Transportation Mode Recognition Using Deep Convolutional and Long Short-Term Memory Recurrent Neural Networks
by: Yanjun Qin, et al.
Published: (2019-01-01)

Murine Motion Behavior Recognition Based on DeepLabCut and Convolutional Long Short-Term Memory Network
by: Liu, R., et al.
Published: (2022)

Long Short-Term Memory With Attention Mechanism for State of Charge Estimation of Lithium-Ion Batteries
by: Tadele Mamo, et al.
Published: (2020-01-01)

Gait-Based Human Identification by Combining Shallow Convolutional Neural Network-Stacked Long Short-Term Memory and Deep Convolutional Neural Network
by: Ganbayar Batchuluun, et al.
Published: (2018-01-01)

Forecasting Day-Ahead Hourly Photovoltaic Power Generation Using Convolutional Self-Attention Based Long Short-Term Memory
by: Dukhwan Yu, et al.
Published: (2020-08-01)

Deep Air Quality Forecasts: Suspended Particulate Matter Modeling With Convolutional Neural and Long Short-Term Memory Networks
by: Ekta Sharma, et al.
Published: (2020-01-01)

Application of Convolutional Neural Network and Long Short-Term Memory to Forex Analysis
by: Kuo-Chan Huang, et al.
Published: (2018)

Enhanced Gaze Tracking Using Convolutional Long Short-Term Memory Networks
by: Kong, S.G, et al.
Published: (2022)

Convolutional Bidirectional Long Short-Term Memory for Deception Detection With Acoustic Features
by: Yue Xie, et al.
Published: (2018-01-01)

Discrete Cosine Transformation and Temporal Adjacent Convolutional Neural Network-Based Remaining Useful Life Estimation of Bearings
by: Yu Pang, et al.
Published: (2020-01-01)

Combining Long Short-term Memory and Attention Models in Sentiment Analysis
by: Tsai,Hao-Hsuan, et al.
Published: (2019)