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Xing Shu

Shandong Jiaotong University

H指数:5

被引数:179

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Interpretable Transformer-Based Voltage Degradation Prediction of Proton Exchange Membrane Fuel Cells Under Constant-Current Operation

基于可解释Transformer的恒流工况下质子交换膜燃料电池电压衰减预测

IF2.6

2026-07-280

OA

An Explainable Fault Diagnosis Algorithm for Proton Exchange Membrane Fuel Cells Integrating Gramian Angular Fields and Gradient-Weighted Class Activation Mapping

一种基于Gramian角场和梯度加权类激活映射的质子交换膜燃料电池可解释故障诊断算法

Electronics 2025, Vol. 14, Page 4401

IF2.6

2025-11-180

OAAI

Remaining useful life prediction of PEMFC based on matrix long short-term memory

基于矩阵长短期记忆的PEMFC剩余寿命预测

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

IF8.3

2025-03-010

PRE

A deep learning method based on CNN-BiGRU and attention mechanism for proton exchange membrane fuel cell performance degradation prediction

基于cnn-bigru和注意力机制的深度学习方法用于质子交换膜燃料电池性能退化预测

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

IF8.3

2024-12-012

PRE

A novel sensor preference method for proton exchange membrane fuel cell flooding fault diagnosis based on multi-algorithm

INTERNATIONAL JOURNAL OF GREEN ENERGY

IF3.1

2024-09-111

PRE

Model continuity approximations and real-time nonlinear optimization in cost-optimal predictive energy management of fuel cell hybrid electric vehicles

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

IF8.3

2024-04-011

PRE

Research on Energy Management of Hydrogen Fuel Cell Bus Based on Deep Reinforcement Learning Considering Velocity Control

IF3.3

2023-08-172

OA

Influence of Longitudinal Wind on Hydrogen Leakage and Hydrogen Concentration Sensor Layout of Fuel Cell Vehicles

IF3.3

2023-07-079

OA