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LPRA-Trans: A Random Allocation Transformer with Layer-wise Positional Encoding for Robust PEMFC RUL Prediction

https://doi.org/10.2139/ssrn.6038487
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inferredcites →https://doi.org/10.1016/j.apenergy.2019.01.023openalex-snapshot
Remaining useful life estimation for proton exchange membrane fuel cells using a hybrid method
inferredcites →https://doi.org/10.1016/j.apenergy.2022.118556openalex-snapshot
Whole life cycle performance degradation test and RUL prediction research of fuel cell MEA
inferredcites →https://doi.org/10.1016/j.enbuild.2017.03.071openalex-snapshot
k-Shape clustering algorithm for building energy usage patterns analysis and forecasting model accuracy improvement
inferredcites →https://doi.org/10.1016/j.energy.2017.07.096openalex-snapshot
Degradation prediction of PEM fuel cell using a moving window based hybrid prognostic approach
inferredcites →https://doi.org/10.1016/j.energy.2024.134279openalex-snapshot
Remaining useful life prediction of PEMFCs based on mode decomposition and hybrid method under real-world traffic conditions
inferredcites →https://doi.org/10.1016/j.est.2024.111354openalex-snapshot
Shaping the stationary energy storage landscape with reversible fuel cells
inferredcites →https://doi.org/10.1016/j.ijhydene.2018.10.042openalex-snapshot
Remaining useful life prediction of PEMFC based on long short-term memory recurrent neural networks
inferredcites →https://doi.org/10.1016/j.ijhydene.2020.06.147openalex-snapshot
Selection of proton exchange membrane fuel cell for transportation
inferredcites →https://doi.org/10.1016/j.ijhydene.2020.10.108openalex-snapshot
A data-driven digital-twin prognostics method for proton exchange membrane fuel cell remaining useful life prediction
inferredcites →https://doi.org/10.1016/j.ijhydene.2022.11.036openalex-snapshot
Experimental study on dynamic response characteristics and performance degradation mechanism of hydrogen-oxygen PEMFC during loading
inferredcites →https://doi.org/10.1016/j.ijhydene.2024.02.150openalex-snapshot
A non-stationary transformer-based remaining useful life prediction method for proton exchange membrane fuel cells
inferredcites →https://doi.org/10.1016/j.rser.2006.01.005openalex-snapshot
Applications of proton exchange membrane fuel cell systems
inferredcites →https://doi.org/10.1016/j.rser.2016.07.046openalex-snapshot
A review on unitized regenerative fuel cell technologies, part-A: Unitized regenerative proton exchange membrane fuel cells
inferredcites →https://doi.org/10.1016/s0169-2070(99)00007-2openalex-snapshot
On the asymmetry of the symmetric MAPE
inferredcites →https://doi.org/10.1080/15435075.2023.2194373openalex-snapshot
Remaining useful life prediction of PEMFC based on CNN-Birnn model
inferredcites →https://doi.org/10.1109/access.2020.2994773openalex-snapshot
Long-Short Term Echo State Network for Time Series Prediction
inferredcites →https://doi.org/10.1109/access.2021.3101284openalex-snapshot
Data-Driven Remaining Useful Life Estimation for Milling Process: Sensors, Algorithms, Datasets, and Future Directions
inferredcites →https://doi.org/10.1109/access.2023.3267960openalex-snapshot
Scalability, Explainability and Performance of Data-Driven Algorithms in Predicting the Remaining Useful Life: A Comprehensive Review
inferredcites →https://doi.org/10.1109/icit.2015.7125235openalex-snapshot
Improving accuracy of long-term prognostics of PEMFC stack to estimate remaining useful life
inferredcites →https://doi.org/10.1109/tte.2021.3075531openalex-snapshot
A Hybrid Prognostic Method for PEMFC With Aging Parameter Prediction
inferredcites →https://doi.org/10.1109/tte.2023.3237219openalex-snapshot
A Data-Driven Approach to Lifespan Prediction for Vehicle Fuel Cell Systems
inferredcites →https://doi.org/10.1109/tte.2023.3296719openalex-snapshot
Degradation Prediction of PEMFC Based on Data-Driven Method With Adaptive Fuzzy Sampling
inferredcites →https://doi.org/10.1145/1883612.1883613openalex-snapshot
Discrete wavelet transform-based time series analysis and mining
inferredcites →https://doi.org/10.1515/eng-2017-0035openalex-snapshot
PEMFC for aeronautic applications: A review on the durability aspects
inferredcites →https://doi.org/10.3390/en7020670openalex-snapshot
Modelling of PEM Fuel Cell Performance: Steady-State and Dynamic Experimental Validation
inferredcites →https://doi.org/10.3390/fuels3030028openalex-snapshot
The Operating Parameters, Structural Composition, and Fuel Sustainability Aspects of PEM Fuel Cells: A Mini Review
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