Resources

[https://apmonitor.com/pdc/index.php/Main/CourseSchedule](https://apmonitor.com/pdc/index.php/Main/CourseSchedule)

[System Identification: Full-State Models with Control](https://www.youtube.com/watch?v=lPbl5HZqdL0&ab_channel=SteveBrunton)

  

[Data-Driven Control: The Goal of Balanced Model Reduction](https://www.youtube.com/watch?v=FsLmBDfwQCY&list=PLMrJAkhIeNNQkv98vuPjO2X2qJO_UPeWR&index=3&ab_channel=SteveBrunton)

  

[http://library.lol/main/6C72973849A5A771F5D66BF9A2694FC6](http://library.lol/main/6C72973849A5A771F5D66BF9A2694FC6)

  

[https://www.epfl.ch/labs/la/wp-content/uploads/2018/08/dft.pdf](https://www.epfl.ch/labs/la/wp-content/uploads/2018/08/dft.pdf)

  

[https://www.epfl.ch/labs/la/page-62809-en-html/](https://www.epfl.ch/labs/la/page-62809-en-html/)

  

**Projects**

- Take actuator & Sensor with Arduino e.g. as Brian Douglas uses it in his videos with thermal management

Topics

Dynamical systems

Control

System ID

Statistics (see wikipedia overview)

**Topics**

- Particle filter
- Monte carlo
-   
    

  

- [ ] Download matlab and make a model of a system and make a controller

- [ ] Improve the model drastically iteratively.