Hi,
I would like to ask where I can get a dataset for an Artificial Neural Network I would like to build for the prediction of biogas yield and methane content. Ideally, I will require at least 500 cases.
I have searched many articles on databases, but so far I have been able to download only 1 dataset from the article (Modeling of biogas production from food, fruits and vegetables wastes using artificial neural network (ANN), Goncalves, et al, 2021)
The input data for my ANN will be: OLR (g VS/l.d), HRT, Temperature, pH, Reactor volume and the expected outputs are biogas yield (L/(g VS) and methane content (%).
Can someone please share some information as to where I can get a dataset for my project or if anyone would like to share the data from their experiments, it will be much appreciated.
Regards
W
William Anam Interesting question and would even like to look forward for the answers from the experts in the domain to understand more about the artificial neural network dataset for biogas production
Dear William,
Try to find it in journals devoted to publish datasets such as Data in Brief, Scientific Data, Data, etc.
Eventually you may find this information there.
Another approach is to collect the information by yourself, mainly from specific review papers dealing with substantial amount of published data.
Nevertheless, is a hard task.
Good luck.
Ramón Piloto-Rodríguez YES I am about to publish a paper on this and working towards the neura network dataset for biogas production as well
Dear William Anam,
An alternative to what Dr. Piloto-Rodríguez proposed could be directly searching in data repositories suggested by journals. One possibility is Mendeley Data. I hope you may in the link below what you are looking for.
https://data.mendeley.com/research-data/?type=DATASET&search=biogas
Good luck with your research
Roberto Hernández
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