Development of high-performance solid oxide fuel cell stack with low degradation rate and fault tolerance for commercial applications

This project, led by the University of Alberta and Cummins Inc. develops the first demonstration-scale 0.5 kW solid oxide fuel cell (SOFC) stack as a combined heat and power (CHP) unit for residential applications in Canada. Such CHPs at the scale of 5 kW are meant to deliver clean heat and electricity to Canadian households. Currently, the power degradation rate of commercial 1 to 5-kW SOFC stacks is about 1% per 1000 hours, exceeding the required 0.2% degradation rate to make SOFCs a commercially viable technology. The objective of this project is to reduce the power degradation rate of the demo scale CHP to below 0.2% per 1000h and increase its fuel conversion efficiency to higher than 90%. This target will be achieved by developing large planar fuel cells using novel cathode materials developed at UAlberta, optimizing the stack design using computational fluid dynamics (CFD), and controlling the operation of the stack using innovative artificial intelligence and machine learning techniques.  

SOFC applications as combined Heat and Power Units for Canada

Amir Hanifi

Government Briefings

Future Grid-Scale Energy Storage Solutions: Power to X

Mahdi Shahbakhti

Book Chapter

Transient Modeling of a Solid Oxide Fuel Cell using an Efficient Deep Learning HY-CNN-NARX Paradigm

Charles Robert Koch, Amir Hanifi, Mahdi Shahbakhti, Mohamadali Tofigh, Zeynab Salehi

Peer-Reviewed Journal Article

2024 Canadian Hydrogen Convention

Amir Hanifi, Mahdi Shahbakhti

Conference/Symposium/Workshop Contribution

A New Architecture based on Temporal Convolution and Nonlinear Autoregressive Exogenous for Performance Prediction of Solid Oxide Fuel Cells under Dynamic Operation

Charles Robert Koch, Amir Hanifi, Mahdi Shahbakhti, Mohamadali Tofigh

Peer-Reviewed Journal Article

CFD modeling and analysis of anode supported solid oxide fuel cells

Mahdi Shahbakhti

Master Thesis

Canadian Hydrogen Convention

Charles Robert Koch, Amir Hanifi, Mahdi Shahbakhti

Conference/Symposium/Workshop Contribution

Control-oriented Modeling of a Solid Oxide Fuel Cell Affected by Redox Cycling using a Novel Deep Learning Approach

Charles Robert Koch, Amir Hanifi, Mahdi Shahbakhti, Mohamadali Tofigh, Masood Fakouri Hasanabadi

Peer-Reviewed Journal Article

Control-oriented Modeling of a Solid Oxide Fuel Cell Affected by Redox Cycling using a Novel Deep Learning Approach

Charles Robert Koch, Amir Hanifi, Mahdi Shahbakhti, Mohamadali Tofigh, Masood Fakouri Hasanabadi

Conference Proceedings

Design, thermodynamic, and economic analyses of a green hydrogen storage concept based on solid oxide electrolyzer/fuel cells and heliostat solar field

Amir Hanifi, Mahdi Shahbakhti

Peer-Reviewed Journal Article

Developing an Efficient Model for a SOFC System Using Self-supervised Convolutional Autoencoder and Stateful LSTM Network

Charles Robert Koch, Amir Hanifi, Mahdi Shahbakhti, Mohamadali Tofigh, Zeynab Salehi

Conference Proceedings

Future Grid-Scale Energy Storage Solutions: Green Hydrogen

Mahdi Shahbakhti

Book Chapter

Future Grid-Scale Energy Storage Solutions: Liquid Air Energy Storage

Mahdi Shahbakhti

Book Chapter

Invention disclosure: SOFC diagnostics and control with use of customized power electronics

Charles Robert Koch, Ali Khajehoddin, Mahdi Shahbakhti

Misc: Invention disclosure

Modeling and microstructural study of anode-supported solid oxide fuel cells: Experimental and thermodynamic analyses

Amir Hanifi, Mahdi Shahbakhti

Peer-Reviewed Journal Article

Oxygen Electrode Materials for Solid Oxide Electrolysis Cells (SOECs)

Amir Hanifi

Book Chapter

Performance Prediction of a Range of Diverse Solid Oxide Fuel Cells using Deep Learning and Principal Component Analysis

Charles Robert Koch, Sajad Vafaeenezhad, Mahdi Shahbakhti, Mohamadali Tofigh, Zeynab Salehi

Conference Proceedings

Thermodynamic and Economic Analysis of a Novel Concept for Methane Pyrolysis in Molten Salt Combined with Heliostat Solar Field

Amir Hanifi, Mahdi Shahbakhti

Peer-Reviewed Journal Article