Cargando…

PEMFCs Model-Based Fault Diagnosis: A Proposal Based on Virtual and Real Sensors Data Fusion

Proton Exchange Membrane Fuel Cells (PEMFCs) are critical components in renewable hybrid systems, demanding reliable fault diagnosis to ensure optimal performance and prevent costly damages. This study presents a novel model-based fault diagnosis algorithm for commercial hydrogen fuel cells using La...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ariza, Eduardo, Correcher, Antonio, Vargas-Salgado, Carlos
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10490709/ https://www.ncbi.nlm.nih.gov/pubmed/37687840 http://dx.doi.org/10.3390/s23177383

Ejemplares similares

Redundant Fault Diagnosis for Photovoltaic Systems Based on an IRT Low-Cost Sensor
por: Ochoa, Joan, et al.
Publicado: (2023)

Marine NMEA 2000 Smart Sensors for Ship Batteries Supervision and Predictive Fault Diagnosis
por: García, Emilio, et al.
Publicado: (2019)

Real-Time Monitoring of HT-PEMFC
por: Lee, Chi-Yuan, et al.
Publicado: (2022)

A Novel Chiller Sensors Fault Diagnosis Method Based on Virtual Sensors
por: Gao, Long, et al.
Publicado: (2019)

Fault Diagnosis of Brake Train Based on Multi-Sensor Data Fusion
por: Jin, Yongze, et al.
Publicado: (2021)

Fault Diagnosis of PMSMs Based on Image Features of Multi-Sensor Fusion
por: Wang, Jianping, et al.
Publicado: (2023)

Gear Fault Diagnosis Method Based on Multi-Sensor Information Fusion and VGG
por: Huo, Dongyue, et al.
Publicado: (2022)

Recent advances in Pt-based electrocatalysts for PEMFCs
por: Zhang, Xuewei, et al.
Publicado: (2021)

A Modular Neural Network Scheme Applied to Fault Diagnosis in Electric Power Systems
por: Flores, Agustín, et al.
Publicado: (2014)

Bearing Fault Feature Extraction and Fault Diagnosis Method Based on Feature Fusion
por: Zhu, Huibin, et al.
Publicado: (2021)

Sensors Integrated Control of PEMFC Gas Supply System Based on Large-Scale Deep Reinforcement Learning
por: Li, Jiawen, et al.
Publicado: (2021)

Sensor fault diagnosis
por: Reppa, Vasso, et al.
Publicado: (2016)

Sensor Data Fusion with Z-Numbers and Its Application in Fault Diagnosis
por: Jiang, Wen, et al.
Publicado: (2016)

An Improved Evidential-IOWA Sensor Data Fusion Approach in Fault Diagnosis
por: Tang, Yongchuan, et al.
Publicado: (2017)

Misalignment Fault Diagnosis for Wind Turbines Based on Information Fusion
por: Xiao, Yancai, et al.
Publicado: (2021)

Gearbox Fault Diagnosis Method Based on Multidomain Information Fusion
por: Xie, Fengyun, et al.
Publicado: (2023)

Reliability of Measured Data for pH Sensor Arrays with Fault Diagnosis and Data Fusion Based on LabVIEW
por: Liao, Yi-Hung, et al.
Publicado: (2013)

Rolling Bearing Fault Diagnosis Using Multi-Sensor Data Fusion Based on 1D-CNN Model
por: Wang, Hongwei, et al.
Publicado: (2022)

Gas Sensor Array Fault Diagnosis Based on Multi-Dimensional Fusion, an Attention Mechanism, and Multi-Task Learning
por: Huang, Pengyu, et al.
Publicado: (2023)

Trends in Sensors Fault Diagnosis
por: Witczak, Piotr
Publicado: (2021)

Modeling Sensor Reliability in Fault Diagnosis Based on Evidence Theory
por: Yuan, Kaijuan, et al.
Publicado: (2016)

Fault Diagnosis of the Autonomous Driving Perception System Based on Information Fusion
por: Hou, Wenkui, et al.
Publicado: (2023)

A Novel Evidence Theory and Fuzzy Preference Approach-Based Multi-Sensor Data Fusion Technique for Fault Diagnosis
por: Xiao, Fuyuan
Publicado: (2017)

An Adaptive Multi-Sensor Data Fusion Method Based on Deep Convolutional Neural Networks for Fault Diagnosis of Planetary Gearbox
por: Jing, Luyang, et al.
Publicado: (2017)

Multi-Sensor Fusion by CWT-PARAFAC-IPSO-SVM for Intelligent Mechanical Fault Diagnosis
por: Chen, Hanxin, et al.
Publicado: (2022)

Fault-Diagnosis and Fault-Recovery System of Hall Sensors in Brushless DC Motor Based on Neural Networks †
por: Chu, Kenny Sau Kang, et al.
Publicado: (2023)

A Method Based on Multi-Sensor Data Fusion for Fault Detection of Planetary Gearboxes
por: Lei, Yaguo, et al.
Publicado: (2012)

Sensor and Actuator Fault Diagnosis for Robot Joint Based on Deep CNN
por: Pan, Jinghui, et al.
Publicado: (2021)

Electronic Systems Diagnosis Fault in Gasoline Engines Based on Multi-Information Fusion
por: Hu, Jie, et al.
Publicado: (2018)

Wavelet-Prototypical Network Based on Fusion of Time and Frequency Domain for Fault Diagnosis
por: Wang, Yu, et al.
Publicado: (2021)

Unbalanced Fault Diagnosis Based on an Invariant Temporal-Spatial Attention Fusion Network
por: Liu, Jianhua, et al.
Publicado: (2022)

A Deep Neural Network-Based Feature Fusion for Bearing Fault Diagnosis
por: Hoang, Duy Tang, et al.
Publicado: (2021)

A Monocular SLAM-based Controller for Multirotors with Sensor Faults under Ground Effect
por: Matus-Vargas, Antonio, et al.
Publicado: (2019)

A Virtual Sensor for Online Fault Detection of Multitooth-Tools
por: Bustillo, Andres, et al.
Publicado: (2011)

Self-Protected Virtual Sensor Network for Microcontroller Fault Detection
por: Sternharz, German, et al.
Publicado: (2022)

Fault Diagnosis Based on Chemical Sensor Data with an Active Deep Neural Network
por: Jiang, Peng, et al.
Publicado: (2016)

Multi-Sensor Fault Diagnosis of Underwater Thruster Propeller Based on Deep Learning
por: Tsai, Chia-Ming, et al.
Publicado: (2021)

Single Fault Diagnosis Method of Sensors in Cascade System Based on Data-Driven
por: Na, Wenbo, et al.
Publicado: (2021)

Multi-Sensor Fault Diagnosis Based on Time Series in an Intelligent Mechanical System
por: Xu, Zhuoran, et al.
Publicado: (2022)

A Novel Adaptive Sensor Fault Estimation Algorithm in Robust Fault Diagnosis
por: Pazera, Marcin, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_25knd8sh76sq8hmge1sm8di2i0