2020 IEEE International Conference on Prognostics and Health Management (ICPHM)

Bayesian Neural Network Based Method of Remaining Useful Life Prediction and Uncertainty Quantification for Aircraft Engine

2020 IEEE International Conference on Prognostics and Health Management (ICPHM) ◽

10.1109/icphm49022.2020.9187044 ◽

2020 ◽

Author(s):

Dengshan Huang ◽

Rui Bai ◽

Shuai Zhao ◽

Pengfei Wen ◽

Shengyue Wang ◽

...

Keyword(s):

Neural Network ◽

Uncertainty Quantification ◽

Life Prediction ◽

Aircraft Engine ◽

Remaining Useful Life ◽

Bayesian Neural Network ◽

Useful Life

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Adversarial Transfer Learning for Machine Remaining Useful Life Prediction

2020 IEEE International Conference on Prognostics and Health Management (ICPHM) ◽

10.1109/icphm49022.2020.9187053 ◽

2020 ◽

Author(s):

Mohamed Ragab ◽

Zhenghua Chen ◽

Min Wu ◽

Chee Keong Kwoh ◽

Xiaoli Li

Keyword(s):

Transfer Learning ◽

Life Prediction ◽

Remaining Useful Life ◽

Useful Life

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Extracting Mode Converted Guided Wave Response due to Delamination using Embedded Thin Film Sensors

2020 IEEE International Conference on Prognostics and Health Management (ICPHM) ◽

10.1109/icphm49022.2020.9187041 ◽

2020 ◽

Author(s):

Vivek T. Rathod ◽

Subrata Mukherjee ◽

Lalita Udpa ◽

Yiming Deng

Keyword(s):

Thin Film ◽

Guided Wave ◽

Thin Film Sensors ◽

Wave Response

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A Model-Based Method for Fault Detection and Isolation of Electric Drive Systems

2020 IEEE International Conference on Prognostics and Health Management (ICPHM) ◽

10.1109/icphm49022.2020.9187028 ◽

2020 ◽

Author(s):

Jiyu Zhang ◽

Mutasim Salman

Keyword(s):

Fault Detection ◽

Electric Drive ◽

Fault Detection And Isolation ◽

Model Based ◽

Drive Systems

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A Review of Internet of Things (IoT) based Engineering Applications and Data Fusion Challenges for Multi-rate Multi-sensor Systems

2020 IEEE International Conference on Prognostics and Health Management (ICPHM) ◽

10.1109/icphm49022.2020.9187062 ◽

2020 ◽

Author(s):

Pan Luo ◽

Zhaojun Steven Li

Keyword(s):

Internet Of Things ◽

Data Fusion ◽

Sensor Systems ◽

Engineering Applications

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Tool Remaining Useful Life Prediction based on Edge Data Processing and LSTM Recurrent Neural Network

2020 IEEE International Conference on Prognostics and Health Management (ICPHM) ◽

10.1109/icphm49022.2020.9187037 ◽

2020 ◽

Author(s):

Qingqing Huang ◽

Zhen Kang ◽

Yan Zhang ◽

Dong Yan

Keyword(s):

Neural Network ◽

Data Processing ◽

Recurrent Neural Network ◽

Life Prediction ◽

Remaining Useful Life ◽

Useful Life

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Unsupervised anomaly detection of the gas turbine operation via convolutional auto-encoder

2020 IEEE International Conference on Prognostics and Health Management (ICPHM) ◽

10.1109/icphm49022.2020.9187054 ◽

2020 ◽

Author(s):

Geunbae Lee ◽

Myungkyo Jung ◽

Myoungwoo Song ◽

Jaegul Choo

Keyword(s):

Anomaly Detection ◽

Gas Turbine ◽

Unsupervised Anomaly Detection

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Multipath Parallel Hybrid Deep Neural Networks Framework for Remaining Useful Life Estimation

2020 IEEE International Conference on Prognostics and Health Management (ICPHM) ◽

10.1109/icphm49022.2020.9187040 ◽

2020 ◽

Author(s):

Ali Al-Dulaimi ◽

Amir Asif ◽

Arash Mohammadi

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Remaining Useful Life ◽

Life Estimation ◽

Parallel Hybrid ◽

Useful Life

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Estimating and Leveraging Uncertainties in Deep Learning for Remaining Useful Life Prediction in Mechanical Systems

2020 IEEE International Conference on Prognostics and Health Management (ICPHM) ◽

10.1109/icphm49022.2020.9187063 ◽

2020 ◽

Author(s):

Jackson Cornelius ◽

Blake Brockner ◽

Seong Hyeon Hong ◽

Yi Wang ◽

Kapil Pant ◽

...

Keyword(s):

Deep Learning ◽

Life Prediction ◽

Mechanical Systems ◽

Remaining Useful Life ◽

Useful Life

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Hierarchical Classification for Unknown Faults

2020 IEEE International Conference on Prognostics and Health Management (ICPHM) ◽

10.1109/icphm49022.2020.9187038 ◽

2020 ◽

Author(s):

Stephen Adams ◽

Tyler Cody ◽

Peter A. Beling ◽

Sherwood Polter ◽

Kevin Farinholt

Keyword(s):

Hierarchical Classification

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2020 IEEE International Conference on Prognostics and Health Management (ICPHM)
Latest Publications

TOTAL DOCUMENTS

H-INDEX

Published By IEEE

Bayesian Neural Network Based Method of Remaining Useful Life Prediction and Uncertainty Quantification for Aircraft Engine

Adversarial Transfer Learning for Machine Remaining Useful Life Prediction

Extracting Mode Converted Guided Wave Response due to Delamination using Embedded Thin Film Sensors

A Model-Based Method for Fault Detection and Isolation of Electric Drive Systems

A Review of Internet of Things (IoT) based Engineering Applications and Data Fusion Challenges for Multi-rate Multi-sensor Systems

Tool Remaining Useful Life Prediction based on Edge Data Processing and LSTM Recurrent Neural Network

Unsupervised anomaly detection of the gas turbine operation via convolutional auto-encoder

Multipath Parallel Hybrid Deep Neural Networks Framework for Remaining Useful Life Estimation

Estimating and Leveraging Uncertainties in Deep Learning for Remaining Useful Life Prediction in Mechanical Systems

Hierarchical Classification for Unknown Faults

Export Citation Format

2020 IEEE International Conference on Prognostics and Health Management (ICPHM)Latest Publications

TOTAL DOCUMENTS

H-INDEX

Published By IEEE

Bayesian Neural Network Based Method of Remaining Useful Life Prediction and Uncertainty Quantification for Aircraft Engine

Adversarial Transfer Learning for Machine Remaining Useful Life Prediction

Extracting Mode Converted Guided Wave Response due to Delamination using Embedded Thin Film Sensors

A Model-Based Method for Fault Detection and Isolation of Electric Drive Systems

A Review of Internet of Things (IoT) based Engineering Applications and Data Fusion Challenges for Multi-rate Multi-sensor Systems

Tool Remaining Useful Life Prediction based on Edge Data Processing and LSTM Recurrent Neural Network

Unsupervised anomaly detection of the gas turbine operation via convolutional auto-encoder

Multipath Parallel Hybrid Deep Neural Networks Framework for Remaining Useful Life Estimation

Estimating and Leveraging Uncertainties in Deep Learning for Remaining Useful Life Prediction in Mechanical Systems

Hierarchical Classification for Unknown Faults

2020 IEEE International Conference on Prognostics and Health Management (ICPHM)
Latest Publications