In this report you get to read about the goals, problems and end result, how the group took on the different areas and what boundaries we had. You will get an understanding of our background and what research we had to do.Furthermore the implementation of Artificial Intelligence combined with the optical spectrum and what obstacles we faced during the project. Finally you will read about our results, the improvement points we had on the project and what we would have done differently if we redid the project. How we succeeded in transforming the script and what could have been done to finish the AI. The group has worked together with Uppsala University and Peafowl Plasmonics to transform, optimize and implement Artificial Intelligence to regulate a pump to a microfluidic reactor. The microfluidic reactor is automated by a genetic algorithm which is the core of the project. The main goals of the project was to transform the code from 32-bit to 64-bit, fit the optical spectrum and implement AI to the GA. To reach the goals the project was divided into different stages; data collection, implementation, verification and presentation. The implementation started with the transformation which was successful when all the correct files were given, and the code could run in 64-bit in the laboratory in Ångström. Furthermore, when the TOOLBOX for the optical spectrum in MATLAB were working for both spherical and nonspherical particles, this part of the project was concluded. The last part about the AI implementation was not successful due to time and problems with lack of knowledge about the subject of AI. However, a conclusion could be drawn about the optimal way to implement the AI to the GA, where the strategy was to first run the GA to collect data, and then run the GA and artificial Neural Network in parallel.
| Identifer | oai:union.ndltd.org:UPSALLA1/oai:DiVA.org:uu-479206 |
| Date | January 2022 |
| Creators | Juhlin, Eric, Englund, Hampus, Blaho Mildton, Anton |
| Publisher | Uppsala universitet, Institutionen för elektroteknik |
| Source Sets | DiVA Archive at Upsalla University |
| Language | Swedish |
| Detected Language | English |
| Type | Student thesis, info:eu-repo/semantics/bachelorThesis, text |
| Format | application/pdf |
| Rights | info:eu-repo/semantics/openAccess |
| Relation | ELEKTRO-E ; 22003 |
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