This dataset is in support of my research paper  'Design and Analysis of 2kW Residential PEM Fuel Cell Inverter '.

Preprint :  




Though the uploaded data is true,designed for the real practical scenarios only, technical familiarity is a must as it involves risks associated with handling chemical fires,chemical explosions, hydrogen fires, hydrogen explosions,high voltages, mains, electrical shock, fire hazard , personal injury and/or property damage etc. The author is not responsible if the algorithm is misunderstood or all this is copied without understanding or improperly implemented and mishappening due to it.The author is not responsible if the copied values cause mishappening.


 Read Me

(1)  This neither contain any complete project folder nor any source code of project.

(2) Extra Libraries created, modified , other scripts , not shared, as very elementary for any graduate,degree holder.

(3) All work is simple , on basic and elementary concepts, can be easily copied, remade and understood.

(4)  For other details like block/circuit diagram, set up, analysis, interpretation, parameters, mathematical formulae used to obtain these results etc. please refer "Research Paper".

(5)  This is the last version and there won't be any other improvement or corrections or re-upload.

(6)  The dataset has been checked by the 'Data or Code or model Inspector' before uploading.

(7) .mat files can be converted to .csv or .xlsx or .xls, you can ask company engineer (they may even do) or you can even do yourself. Some softwares allow direct loading of .mat in their softwares.

(8)  If any problem in creating or copying, pls contact your university professor or board or any of the companies engineer.

(9) No other question or email will be replied.

(10)  Make sure you have read Caution.



For scripts of IEEE Codeocean, pls. read details given in ReadMe.txt. 


Dataset Files

(1)  All daasets are in .mat .Total Datasets = 56.

 (2) Attached files are : 

  1. 1_5_ffr
  2. 1_5_voltage
  3. 1_5_current
  4.  1_5_efficiency
  5. 1_5_stackconsumption
  6. 1_5_fuelconsumption
  7. 1_5_airconsumption
  8. 1_5_utilizationpercent
  9. 1_5_utilization
  10. 1_5_flowrate
  11. 1_5_i0
  12. 1_5_tafel
  13. 1_5_Vn
  14. 1_5_Voc
  15. 1_ffr
  16. 1_voltage
  17. 1_current
  18.  1_efficiency
  19. 1_stackconsumption
  20. 1_fuelconsumption
  21. 1_airconsumption
  22. 1_utilizationpercent
  23. 1_utilization
  24. 1_flowrate
  25. 1_i0
  26. 1_tafel
  27. 1_Vn
  28. 1_Voc
  29. 2_ffr
  30. 2_voltage
  31. 2_current
  32.  2_efficiency
  33. 2_stackconsumption
  34. 2_fuelconsumption
  35. 2_airconsumption
  36. 2_utilizationpercent
  37. 2_utilization
  38. 2_flowrate
  39. 2_i0
  40. 2_tafel
  41. 2_Vn
  42. 2_Voc
  43. 15_voltage
  44. 15_current
  45. 15_efficiency
  46. 15_stackconsumption
  47. 15_fuelconsumption
  48. 15_airconsumption
  49. 15_utilizationpercent
  50. 15_utilization
  51. 15_flowrate
  52. 15_i0
  53. 15_tafel
  54. 15_Vn
  55. 15_Voc
  56. 15_ffr


(3) 14 datasets each for 3 fuel pressures 1.5, 1 and 2

(4) Prefix '1_5', '1' and 2' denote respectively 1.5 , 1 and 2 fuel pressure. 1_5 is diffferent than '15_' Prefix files .

(5)  ffr is the 'Fuel flow rate' in litres per minute (lpm).

(6) voltage is the voltage generated by fuel cell stack. It is not boosted voltage.

(7) current is the current generated by fuel cell stack. It is not boosted current.

(8)  efficiency  is the efficiency of fuel cell stack.  

(9)  stackconsumption is Stack consumption of Air and Fuel.

(10) fuelconsumption is consumption of Fuel.

(11)  airconsumption is consumption of Air.

(12) utilizationpercent isUtilization in percentage  of Oxygen(O2) and Hydrogen(H2).

(13) utilization is Utilization of Oxygen(O2) and Hydrogen(H2). 

(14) flowrate  is the flow rate.

(15) i0 is Exchange current.

(16) tafel is the slope of tapel curve.

(17) Vn is Nerst voltage  of fuel cell stack.

(18) Voc is open voltage of fuel cell stack. 

(19)  1_5 prefix files are at fuel pressure 1.5 bar for 1000 minutes time, that is , 16.66666666 hrs.

(20)  15 prefix files are at fuel pressure 1.5 bar for 5000 minutes time,that is, for 83.333333333 hrs.


How use Dataset Files

 The data can be studied and used in various ways.

(1)  The values given in the dataset or in the Research paper can be used by energy audit companies, manufacturers, R&D engineers,railway division, metro, medical, transportation,nuclear,chemical,defence, military,space,jets etc.

(2)  The dataset and Research paper can be used to design more variants.

(3) The dataset and Research paper can be used for study using less engineering knowledge or with open-source softwares.

(4)  There are many data analysis softwares - proprietary and open source softwares.

(5)  The dataset can be loaded into proprietary softwares or trial versions of Finite element or other simulation softwares to regenerate same model  or other model or to conduct other study.

(6) The collective graph of the complete dataset in each experiment is also given. For finer analysis, the dataset can be used to see details at much shorter interval.

(7) Complete or some part can be copied for degree thesis, project or phd thesis.


Paper Citing : If want to cite this in paper etc. ,please refer DoI and/or this url.

Funding: There are no funders for this submission. The  author has himself fully self-financed (for his passion). I expect all these papers, would be nice Shroud for the passion and the price paid. 

Acknowlegement :  The author as such thankful to none and does not have any special name to be acknowledged. 


The dataset has been uploaded. This is the last version & there will be no change in the datasets.

Submitted by Abhishek Bansal on Sat, 11/12/2022 - 03:37

This entry is for International Contest(Category:Individual,Solo), the datasets have been uploaded only during the contest time period.
Only Preprint page links will get updated in Dec. 2022 ( I have removed them as weblinks not functional).
This DOI entry is complete. If I make new prototype or do simulation, it will be in another DOI/dataset.
Abhishek Bansal

Submitted by Abhishek Bansal on Wed, 11/23/2022 - 13:26

I m not completing research paper, the earlier version got lost in computer crash.
I will not re-write or submit paper as left R&D.
Abhishek Bansal

Submitted by Abhishek Bansal on Sun, 12/18/2022 - 13:29

I have got email to publish this dataset openly or email them. It is already published as an open-access (free download) here :
Bansal, Abhishek (2022), “Data:2KW PEM Fuel Cell Residential Inverter”, Mendeley Data, V2, doi: https://doi.org/10.17632/928jmywvb7.2

Submitted by Abhishek Bansal on Thu, 08/17/2023 - 02:31

Acknowledgement : The author as such is thankful to none but obliged to his family for bearing his personal endeavours! The papers are submitted under individual and solo category, not representing anyone else. If invited or given any award, he is representing only himself, as an individual and not anyone else, not India as it is criminal by Indian laws. The author cannot, for the humiliation, harassment, and now all wrap up.

Submitted by Abhishek Bansal on Tue, 10/03/2023 - 13:32

Someone had raised concern "... prohibited to work ...without qualification..."

In my personal case, I am only representing only myself not anyone else, not country. As far as this is taken, it is not criminal.

I am always attaching legal acknowledgement and disclosure, (which some graduates find ...)

Submitted by Abhishek Bansal on Fri, 10/13/2023 - 13:32

I have stated above but some still taking for granted and if I DO NOT control, they &critics knowcan put me in non-bail jail. You not reading legal disclousure statement, and its clear from both sides as your .. x cannot pay 1/4 of the fresher with 20yr exp., and it is evident the shameless, torture behaviour and coverup with lies even in court, IT IS permanently damaged for coming 1000 years+.
In legal disclosure, I have clearly stated it is criminal by indian laws as was even questioned by registrar in 2015, how did electrical from electronics.
You shouldnot expect anything more than my paid service.

Submitted by Abhishek Bansal on Wed, 02/14/2024 - 12:44

Dataset Files