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joyjitchatterjee / XAI4Wind

Supplementary data for utilising knowledge graph databases towards explainable decision support in wind turbines.
MIT License
13 stars 7 forks source link

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Closed zhuzhen1735 closed 11 months ago

zhuzhen1735 commented 11 months ago

where can i get this file image

joyjitchatterjee commented 11 months ago

Hello,Thanks for your interest. As you may have seen in the repository’s readme section - “Due to confidentiality reasons, we have not provided the numeric values and complete SCADA corpus, but only released information which is presently in the public domain in this repository.”The full pre-processed SCADA dataset with fault labels and numeric values of SCADA parameters that you are referring to for the dataframe is from the industry and is unfortunately thus not publicly available with the repository. We could only publicly share the other materials for the knowledge graph in the repository - and hope that the graph can be integrated with any other types of data that a user has available serving as an overall framework.Thanks again for your message,Dr. Joyjit ChatterjeeOn 2 Aug 2023, at 08:24, zhuzhen1735 @.***> wrote: where can i get this file

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zhuzhen1735 commented 11 months ago

Thank you for your reply. Could you please provide me with the header and first few rows of data for my reference? If possible, I would greatly appreciate it.

joyjitchatterjee commented 11 months ago

Hi,While I cannot unfortunately directly share this preprocessed dataset or few rows due to reasons mentioned above, I can point you to an open source dataset that has historical failure records and SCADA data for wind farms to download free of cost.Dataedp.comWhile the knowledge graph may not be directly integrated into this data, I still hope that it will help you in using it for further integration with some modifications you can perform to this data. Hope this helps.On 2 Aug 2023, at 09:38, zhuzhen1735 @.***> wrote: Thank you for your reply. Could you please provide me with the header and first few rows of data for my reference? If possible, I would greatly appreciate it.

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zhuzhen1735 commented 11 months ago

I sincerely thank you for your prompt response and valuable assistance in my request.And thank you for your time, attention, and generosity in sharing relevant data. I am truly grateful for your support and cooperation. I look forward to the opportunity of further collaboration or guidance in the future.Wishing you continued success in all your endeavors.

joyjitchatterjee commented 11 months ago

https://www.edp.com/en/innovation/open-data/data has some example data (from a different wind farm) to given an idea of how SCADA data and fault logs in a wind turbine look like. This can be integrated by modifying the existing knowledge graph or creating a new one based on this open source dataset.