An intuitive and helpful tool for statistical analysis of measurement data, in the context of single blade installation.
- Introduction
- Installation
- Contributing
- License
Offshore wind already provides a substantial part of the energy mix ⚡ today. In order to further reduce the installation costs 💲, the installation process in particular should be improved. The installation of the blades is the greatest challenge. Relative movements between the nacelle and the blade root make the installation difficult. If the relative movement exceeds a certain threshold value, installation is no longer possible and there is an expensive delay. Based on measurement data 📊 that were recorded during the installation of a wind farm in the North Sea, correlations between environmental variables, such as wind speed, and accelerations of the tower, nacelle and blade are to be recognized by means of machine learning 🤖 methods. In a software engineering project, a web app is to be developed which, based on recorded data, outputs correlations so that engineers can then use these results for a better understanding of single sheet assembly and its environmental conditions. For more scientific information click here.
Front-End
Server-Side-Scripting
Neuronal Network
Databases
Deployment / Hosting / VM-Testing
Execute the following commands in a shell to start the web app frontend on your local development environment.
$ git clone https://github.com/Web-App-zur-Einzelblattmontagen/offshoreSingleBladeInstallation.git
$ cd offshoreSingleBladeInstallation
$ npm install
$ npm build
$ npm run start
open http://localhost:3000/
Execute the following commands in a second shell to start the web app backend on your local development environment.
$ cd offshoreSingleBladeInstallation/backend
$ python __init__.py
Open the file offshoreSingleBladeInstallation/src/components/sections/Charts.js and change the link in line 24 to "http://localhost:5000"
Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
Please make sure to update tests as appropriate.