Abstract Machine learning (ML) has been rapidly transforming the landscape of natural
sciences and has the potential to revolutionize the process of data analysis and hypothesis …

质子交换膜燃料电池(proton exchange membrane fuel cells, PEMFC) 以其高效无污染等特性
在发电, 交通运载以及航空航天等领域有广阔的应用前景, 然而可靠性和耐久性不足等问题已 …

Abstract Proton exchange membranes (PEMs)() with high chemical durability have been
generally researched in recent years. Free radical scavengers such as ceria can …

Due to the coupling of multiple physical fields inside proton exchange membrane fuel cell
(PEMFC) and the complex and changeable external application scenarios, the faults of …

For two types of common faults in automotive fuel cell reactors, namely flooding and drying,
a PEMFC fault diagnosis approach combining support vector machine (SVM) and adaptive …

Fuel cell diagnosis is very important to ensure the reliability of its operation and application.
The data-driven method is concerned for its simplicity and accuracy. This paper proposes a …

To address the difficulty in obtaining fault data and improve the accuracy of fault diagnosis in
the operation of proton exchange membrane fuel cells (PEMFC), this paper proposes a …

To address the difficulty in obtaining fault data and improve the accuracy of fault diagnosis in
the operation of proton exchange membrane fuel cells (PEMFC), this paper proposes a …