Stacked long short-term memory model for proton exchange membrane fuel cell systems degradation

Journal of Power Sources ◽

10.1016/j.jpowsour.2019.227591 ◽

2020 ◽

Vol 448 ◽

pp. 227591 ◽

Author(s):

Fu-Kwun Wang ◽

Xiao-Bin Cheng ◽

Kai-Chun Hsiao

Keyword(s):

Fuel Cell ◽

Proton Exchange Membrane ◽

Short Term Memory ◽

Proton Exchange ◽

Memory Model ◽

Term Memory ◽

Cell Systems ◽

Long Short Term Memory ◽

Exchange Membrane

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Bi-directional long short-term memory recurrent neural network with attention for stack voltage degradation from proton exchange membrane fuel cells

Journal of Power Sources ◽

10.1016/j.jpowsour.2020.228170 ◽

2020 ◽

Vol 461 ◽

pp. 228170

Author(s):

Fu-Kwun Wang ◽

Tadele Mamo ◽

Xiao-Bin Cheng

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Proton Exchange Membrane ◽

Short Term Memory ◽

Proton Exchange ◽

Term Memory ◽

Long Short Term Memory ◽

Exchange Membrane ◽

Voltage Degradation

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A particle filter and long short term memory fusion algorithm for failure prognostic of proton exchange membrane fuel cells

2017 29th Chinese Control And Decision Conference (CCDC) ◽

10.1109/ccdc.2017.7978172 ◽

2017 ◽

Author(s):

Chunchun Yang ◽

Zhiheng Li ◽

Bin Liang ◽

Weining Lu ◽

Xueqian Wang ◽

...

Keyword(s):

Particle Filter ◽

Proton Exchange Membrane ◽

Short Term Memory ◽

Proton Exchange ◽

Fusion Algorithm ◽

Term Memory ◽

Long Short Term Memory ◽

Exchange Membrane

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Proton Exchange Membrane Fuel Cells Prognostic Strategy Based on Navigation Sequence Driven Long Short-term Memory Networks

IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society ◽

10.1109/iecon43393.2020.9255373 ◽

2020 ◽

Author(s):

Chu Wang ◽

Zhongliang Li ◽

Rachid Outbib ◽

Dongdong Zhao ◽

Manfeng Dou

Keyword(s):

Proton Exchange Membrane ◽

Short Term Memory ◽

Proton Exchange ◽

Term Memory ◽

Long Short Term Memory ◽

Exchange Membrane

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Degradation prediction model for proton exchange membrane fuel cells based on long short-term memory neural network and Savitzky-Golay filter

International Journal of Hydrogen Energy ◽

10.1016/j.ijhydene.2021.02.069 ◽

2021 ◽

Vol 46 (29) ◽

pp. 15928-15937

Author(s):

Bin Zuo ◽

Junsheng Cheng ◽

Zehui Zhang

Keyword(s):

Neural Network ◽

Prediction Model ◽

Proton Exchange Membrane ◽

Short Term Memory ◽

Proton Exchange ◽

Term Memory ◽

Long Short Term Memory ◽

Exchange Membrane

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Long Short-Term Memory Model Based Agriculture Commodity Price Prediction Application

Proceedings of the 2020 2nd International Conference on Information Technology and Computer Communications ◽

10.1145/3417473.3417481 ◽

2020 ◽

Author(s):

Chen Zhi Yuan ◽

Sin Kai Ling

Keyword(s):

Short Term Memory ◽

Commodity Price ◽

Memory Model ◽

Term Memory ◽

Price Prediction ◽

Model Based ◽

Long Short Term Memory

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Recent advances and summarization of fault diagnosis techniques for proton exchange membrane fuel cell systems: A critical overview

Journal of Power Sources ◽

10.1016/j.jpowsour.2021.229932 ◽

2021 ◽

Vol 500 ◽

pp. 229932

Author(s):

Jingbo Wang ◽

Bo Yang ◽

Chunyuan Zeng ◽

Yijun Chen ◽

Zhengxun Guo ◽

...

Keyword(s):

Fuel Cell ◽

Fault Diagnosis ◽

Proton Exchange Membrane ◽

Proton Exchange ◽

Cell Systems ◽

Recent Advances ◽

Exchange Membrane ◽

Critical Overview

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Predicting Mouse Click Position Using Long Short-Term Memory Model Trained by Joint Loss Function

Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems ◽

10.1145/3411763.3451651 ◽

2021 ◽

Author(s):

Datong Wei ◽

Chaofan Yang ◽

Xiaolong (Luke) Zhang ◽

Xiaoru Yuan

Keyword(s):

Loss Function ◽

Short Term Memory ◽

Memory Model ◽

Term Memory ◽

Mouse Click ◽

Long Short Term Memory

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Long short term memory model based position-stiffness control of antagonistically driven twisted-coiled polymer actuators using model predictive control

IEEE Robotics and Automation Letters ◽

10.1109/lra.2021.3068905 ◽

2021 ◽

pp. 1-1

Author(s):

Anh Tuan Luong ◽

Hyungpil Moon ◽

Hyouk Ryeol Choi ◽

Ja Choon Koo ◽

Sungwon Seo ◽

...

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Short Term Memory ◽

Memory Model ◽

Term Memory ◽

Polymer Actuators ◽

Model Based ◽

Stiffness Control ◽

Long Short Term Memory

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Integration of complete ensemble empirical mode decomposition with deep long short-term memory model for particulate matter concentration prediction

Environmental Science and Pollution Research ◽

10.1007/s11356-021-15574-y ◽

2021 ◽

Author(s):

Minglei Fu ◽

Caowei Le ◽

Tingchao Fan ◽

Ryhor Prakapovich ◽

Dmytro Manko ◽

...

Keyword(s):

Short Term Memory ◽

Ensemble Empirical Mode Decomposition ◽

Memory Model ◽

Term Memory ◽

Particulate Matter Concentration ◽

Mode Decomposition ◽

Long Short Term Memory ◽

Matter Concentration ◽

Concentration Prediction

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Fabrication methods for low-Pt-loading electrocatalysts in proton exchange membrane fuel cell systems

Journal of Power Sources ◽

10.1016/j.jpowsour.2006.12.051 ◽

2007 ◽

Vol 165 (2) ◽

pp. 667-677 ◽

Author(s):

Jung-Ho Wee ◽

Kwan-Young Lee ◽

Sung Hyun Kim

Keyword(s):

Fuel Cell ◽

Proton Exchange Membrane ◽

Proton Exchange ◽

Cell Systems ◽

Low Pt Loading ◽

Exchange Membrane

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