A Hybrid Framework Combining Data-level Fusion and Model-based Models for Remaining Useful Life Prediction

2019 Prognostics and System Health Management Conference (PHM-Qingdao) ◽

10.1109/phm-qingdao46334.2019.8942915 ◽

2019 ◽

Author(s):

Xiaochuan Li ◽

David Mba ◽

Tianran Lin

Keyword(s):

Life Prediction ◽

Remaining Useful Life ◽

Model Based ◽

Combining Data ◽

Hybrid Framework ◽

Useful Life ◽

Level Fusion ◽

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A hybrid framework combining data-driven and model-based methods for system remaining useful life prediction

Applied Soft Computing ◽

10.1016/j.asoc.2016.03.013 ◽

2016 ◽

Vol 44 ◽

pp. 191-199 ◽

Author(s):

Linxia Liao ◽

Felix Köttig

Keyword(s):

Life Prediction ◽

Remaining Useful Life ◽

Data Driven ◽

Model Based ◽

Combining Data ◽

Hybrid Framework ◽

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Remaining Useful Life Prediction of Aircraft Engines Using Hybrid Model Based on Artificial Intelligence Techniques

2021 IEEE International Conference on Prognostics and Health Management (ICPHM) ◽

10.1109/icphm51084.2021.9486500 ◽

2021 ◽

Author(s):

Unit Amin ◽

Krishna D. Kumar

Keyword(s):

Artificial Intelligence ◽

Hybrid Model ◽

Life Prediction ◽

Remaining Useful Life ◽

Aircraft Engines ◽

Artificial Intelligence Techniques ◽

Model Based ◽

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Model Based Monitoring of Dynamic Loads and Remaining Useful Life Prediction in Rolling Mills and Heavy Machinery

Advances in Asset Management and Condition Monitoring - Smart Innovation, Systems and Technologies ◽

10.1007/978-3-030-57745-2_34 ◽

2020 ◽

pp. 399-416 ◽

Author(s):

Pavlo Krot ◽

Ihor Prykhodko ◽

Valentin Raznosilin ◽

Radoslaw Zimroz

Keyword(s):

Life Prediction ◽

Remaining Useful Life ◽

Dynamic Loads ◽

Rolling Mills ◽

Heavy Machinery ◽

Model Based ◽

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Remaining Useful Life Prediction of Li-Ion Battery Combining Model-Based Method with Data-Driven Algorithms

2019 12th International Symposium on Computational Intelligence and Design (ISCID) ◽

10.1109/iscid.2019.10106 ◽

2019 ◽

Author(s):

Ziquan Jiao ◽

Xingming Fan ◽

Yuxin Zheng ◽

Xin Zhang

Keyword(s):

Life Prediction ◽

Remaining Useful Life ◽

Data Driven ◽

Li Ion Battery ◽

Model Based ◽

Li Ion ◽

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Remaining Useful Life Prediction of Turbofan Engine Using Hybrid Model Based on Autoencoder and Bidirectional Long Short-Term Memory

Journal of Shanghai Jiaotong University (Science) ◽

10.1007/s12204-018-2027-5 ◽

2018 ◽

Vol 23 (S1) ◽

pp. 85-94 ◽

Author(s):

Ya Song ◽

Guo Shi ◽

Leyi Chen ◽

Xinpei Huang ◽

Tangbin Xia

Keyword(s):

Hybrid Model ◽

Life Prediction ◽

Short Term Memory ◽

Remaining Useful Life ◽

Turbofan Engine ◽

Term Memory ◽

Model Based ◽

Useful Life ◽

Long Short Term Memory

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A nonlinear degradation model based method for remaining useful life prediction of rolling element bearings

2015 Prognostics and System Health Management Conference (PHM) ◽

10.1109/phm.2015.7380036 ◽

2015 ◽

Author(s):

Yaguo Lei ◽

Naipeng Li ◽

Feng Jia ◽

Jing Lin ◽

Saibo Xing

Keyword(s):

Life Prediction ◽

Remaining Useful Life ◽

Rolling Element Bearings ◽

Degradation Model ◽

Model Based ◽

Rolling Element ◽

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Remaining useful life prediction model based on gradient feature stochastic filtering

2012 First National Conference for Engineering Sciences (FNCES 2012) ◽

10.1109/nces.2012.6543981 ◽

2012 ◽

Author(s):

Sun Lei ◽

Wang Wei-guo ◽

Lin Guo-yu

Keyword(s):

Prediction Model ◽

Life Prediction ◽

Remaining Useful Life ◽

Stochastic Filtering ◽

Model Based ◽

Useful Life ◽

Gradient Feature ◽

Life Prediction Model

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A Wiener-Process-Model-Based Method for Remaining Useful Life Prediction Considering Unit-to-Unit Variability

IEEE Transactions on Industrial Electronics ◽

10.1109/tie.2018.2838078 ◽

2019 ◽

Vol 66 (3) ◽

pp. 2092-2101 ◽

Author(s):

Naipeng Li ◽

Yaguo Lei ◽

Tao Yan ◽

Ningbo Li ◽

Tianyu Han

Keyword(s):

Wiener Process ◽

Life Prediction ◽

Process Model ◽

Remaining Useful Life ◽

Model Based ◽

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Remaining Useful Life Prediction of Power MOSFETs Using Model-Based and Data-Driven Methods

Advances in Intelligent Systems and Computing - Cyber Security Intelligence and Analytics ◽

10.1007/978-3-030-15235-2_56 ◽

2019 ◽

pp. 373-381

Author(s):

Jinjing Wu ◽

Zheng Xu ◽

Xiao Wei

Keyword(s):

Life Prediction ◽

Remaining Useful Life ◽

Data Driven ◽

Power Mosfets ◽

Model Based ◽

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Remaining useful life prediction of Lithium-ion batteries of stratospheric airship by model-based method

Microelectronics Reliability ◽

10.1016/j.microrel.2019.113400 ◽

2019 ◽

Vol 100-101 ◽

pp. 113400

Author(s):

Du Xiaowei ◽

Xu Guoning ◽

Li Zhaojie ◽

Miao Ying ◽

Zhao Shuai ◽

...

Keyword(s):

Lithium Ion Batteries ◽

Life Prediction ◽

Lithium Ion ◽

Remaining Useful Life ◽

Stratospheric Airship ◽

Model Based ◽

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