Data-driven fault diagnosis method for the safe and stable operation of solid oxide fuel cells system

Development of solid oxide fuel cell and battery hybrid power generation system

(2020) Yuan-wu Xu et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Performance analysis of direct steam reforming of methane in SOFC with SDC-based electrolyte

(2020) D. Saebea et al.   Energy Reports

Applications of machine learning to machine fault diagnosis: A review and roadmap

(2020) Yaguo Lei et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Using of Artificial Neural Networks (ANNs) to predict the thermal conductivity of Zinc Oxide–Silver (50%–50%)/Water hybrid Newtonian nanofluid

(2020) Wei He et al.   INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER

Parametric PCA for unsupervised metric learning

(2020) Alexandre L.M. Levada   PATTERN RECOGNITION LETTERS

The use of artificial neural network (ANN) for modeling adsorption of sunset yellow onto neodymium modified ordered mesoporous carbon

(2020) Zaki Uddin Ahmad et al.   CHEMOSPHERE

Probabilistic SVM classifier ensemble selection based on GMDH-type neural network

(2020) Lixiang Xu et al.   PATTERN RECOGNITION

Adaptive boost LS-SVM classification approach for time-series signal classification in epileptic seizure diagnosis applications

(2020) Hanan Al-Hadeethi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Temperature gradient control of a solid oxide fuel cell stack

(2019) Xiaojuan Wu et al.   JOURNAL OF POWER SOURCES

A Comparison of Random Forest Variable Selection Methods for Classification Prediction Modeling

(2019) Jaime Lynn Speiser et al.   EXPERT SYSTEMS WITH APPLICATIONS

Fault-tolerant control for steam fluctuation in SOFC system with reforming units

(2019) Tao Xue et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Health state prediction and analysis of SOFC system based on the data-driven entire stage experiment

(2019) Xiao-long Wu et al.   APPLIED ENERGY

Dimension reduction of image deep feature using PCA

(2019) Ji Ma et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Random forest solar power forecast based on classification optimization

(2019) Da Liu et al.   ENERGY

Adaptive observer based approach for the fault diagnosis in solid oxide fuel cells

(2019) Periasamy Vijay et al.   JOURNAL OF PROCESS CONTROL

Data-driven simultaneous fault diagnosis for solid oxide fuel cell system using multi-label pattern identification

(2018) Shuanghong Li et al.   JOURNAL OF POWER SOURCES

Intelligent simultaneous fault diagnosis for solid oxide fuel cell system based on deep learning

(2018) Zehan Zhang et al.   APPLIED ENERGY

Dimensionality reduction with IG-PCA and ensemble classifier for network intrusion detection

(2018) Fadi Salo et al.   Computer Networks

A Classification Approach for Model-Based Fault Diagnosis in Power Generation Systems Based on Solid Oxide Fuel Cells

(2016) Paola Costamagna et al.   IEEE TRANSACTIONS ON ENERGY CONVERSION

Thermal Management-Oriented Multivariable Robust Control of a kW-Scale Solid Oxide Fuel Cell Stand-Alone System

(2016) Hongliang Cao et al.   IEEE TRANSACTIONS ON ENERGY CONVERSION

Solid oxide fuel cell fault diagnosis and ageing estimation based on wavelet transform approach

(2016) E. Pahon et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Fault diagnosis and prognostic of solid oxide fuel cells

(2016) XiaoJuan Wu et al.   JOURNAL OF POWER SOURCES

Modeling and Model-based Analysis of a Solid Oxide Fuel Cell Thermal-Electrical Management System with an Air Bypass Valve

(2015) Jianhua Jiang et al.   ELECTROCHIMICA ACTA

A Survey of Fault Diagnosis and Fault-Tolerant Techniques—Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches

(2015) Zhiwei Gao et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Model-based development of a fault signature matrix to improve solid oxide fuel cell systems on-site diagnosis

(2015) Pierpaolo Polverino et al.   JOURNAL OF POWER SOURCES

FDI oriented modeling of an experimental SOFC system, model validation and simulation of faulty states

(2014) A. Sorce et al.   APPLIED ENERGY

Diagnosis methodology and technique for solid oxide fuel cells: A review

(2013) L. Barelli et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Application of solid oxide fuel cell technology for power generation—A review

(2013) Arnab Choudhury et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Dynamic modeling and experimental validation for the electrical coupling in a 5-cell solid oxide fuel cell stack in the perspective of thermal coupling

(2011) Hongliang Cao et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Monitoring of solid oxide fuel cell systems

(2011) AKM M. Murshed et al.   Asia-Pacific Journal of Chemical Engineering

Dimensionality reduction for metabolome data using PCA, PLS, OPLS, and RFDA with differential penalties to latent variables

(2009) Hiroyuki Yamamoto et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Impedance diagnosis of metal-supported SOFCs with SDC as electrolyte

(2009) Qiu-An Huang et al.   JOURNAL OF POWER SOURCES