Introduction to Model Predictive Control

• pendulum

  2 11 0.0 C

  Inverted pendulum simulation on the terminal using c (by Accacio)

First, control the speed of a DC Motor. Here you can learn about transfer functions and system dynamics, PID Controllers, pole allocation, Phase-lead/phase-lag and etc.

Then try to control the angle position of a DC Motor using a Cascade loop.

Then you can try to control a inverted pendulum in a cart using State Feedback. Here you can use pole allocation, or other methods to find your controller such as Optimal Control, or even MPC. I have a toy program in C to simulate and control an inverted pendulum using C. It is a Literate program and you can use it as a guide to implement in other languages: https://github.com/Accacio/pendulum.

If you are interested and have doubts, use the https://math.stackexchange.com and https://www.reddit.com/r/controlengineering/, we are eager to help

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

Suggest a related project