State-of-the-Art in the Proposed Field of Research

List of publications of data-driven approaches for various SOC systems

SOEC

SOFC

Catalyst

rSOC

Control

See Refs [1-5]

Design Parameter Optimization

See Refs [6-9]

Design/Process Parameter Optimization

See Ref [10]

Fault Detection

See Refs [11-13]

Multi-Physics Model Enhancement

See Ref [14]

Performance Optimization

See Ref [15]

Performance Prediction

See Refs [16-18]

See Refs [19-29]

See Ref [30]

Performance/Degradation Prediction

See Ref [31]

Process Parameter Optimisation

See Ref [32]

See Ref [33]

References

  1. https://doi.org/10.1016/S0378-7753(03)00309-4

  2. https://doi.org/10.1016/j.jpowsour.2007.12.036

  3. https://doi.org/10.1016/j.jpowsour.2008.06.064

  4. https://doi.org/10.1016/j.energy.2013.08.031

  5. https://doi.org/10.1115/1.4003976

  6. https://doi.org/10.1016/j.renene.2019.01.072

  7. https://doi.org/10.3390/en13071621

  8. https://doi.org/10.1002/fuce.201100140

  9. https://doi.org/10.1016/j.enconman.2019.111916

  10. https://doi.org/10.1155/2019/7828019

  11. https://doi.org/10.1016/j.jpowsour.2016.04.080

  12. https://doi.org/10.1016/j.apenergy.2018.10.113

  13. https://doi.org/10.1016/j.ijhydene.2016.06.143

  14. https://doi.org/10.1016/j.cherd.2012.06.003

  15. https://doi.org/10.1016/j.egyai.2020.100003

  16. https://doi.org/10.1016/j.ijhydene.2015.04.042

  17. https://doi.org/10.1016/j.ijhydene.2019.09.055

  18. https://doi.org/10.1016/j.electacta.2017.08.113

  19. https://doi.org/10.1016/S0378-7753(02)00314-2

  20. https://doi.org/10.1016/j.jpowsour.2013.04.114

  21. https://doi.org/10.1631/jzus.2007.A1505

  22. https://doi.org/10.1016/j.ijhydene.2009.04.068

  23. https://doi.org/10.1016/j.ijhydene.2011.10.051

  24. https://doi.org/10.3390/app9010051

  25. https://doi.org/10.1016/j.energy.2009.02.012

  26. https://doi.org/10.1016/j.jpowsour.2007.04.015

  27. https://doi.org/10.1016/j.egypro.2014.01.032

  28. https://doi.org/10.1109/TIE.2008.2009516

  29. https://doi.org/10.1051/e3sconf/201911302010

  30. https://doi.org/10.1016/j.ijhydene.2021.03.132

  31. https://doi.org/10.1016/j.enconman.2017.06.041

  32. https://doi.org/10.1016/j.applthermaleng.2019.114861

  33. https://doi.org/10.1007/s40095-018-0269-5