Closed-Loop Control Overview
Last updated
Last updated
A Closed-Loop Control System in its most basic form is a process that uses feedback to improve the accuracy of its outputs. Closed-Loop Control Systems, sometimes referred to as Feedback Controllers, are frequently used when maintaining or reaching a steady output is important or if the system may have outside influences that could affect the system's output.
A simple example using this type of Control is an automatic coffee maker. In its Closed-Loop Control System, the output is hot coffee and the process we are getting feedback on is the heating of the water. If the coffee maker receives feedback that the water is cold, it will start to heat the pot. When the water is almost hot enough to brew the coffee, the control algorithm will continue to heat the water until the correct goal temperature has been reached. Once the water reaches it's goal temperature, or if it gets too hot, the system will stop heating the water and wait until it receives feedback that the heater needs to begin again.
Closed-Loop Control is a staple of complex FRC mechanism programming. WPILib offers several sets of libraries to allow teams to run PID loops on the roboRIO, but they require setup in your team's code and can only update every 20ms.
With a PID loop onboard a SPARK Motor Controller, the setup is simple, doesn't clutter your code, and the loop is updated every 10ms, doubling the responsiveness and precision of the controller. Even when using a more complex controller on the roboRIO, it's still recommended to put as much processing on the motor controller as possible.
Both the SPARK MAX and SPARK Flex can operate in several closed-loop control modes, using sensor input to tightly control the motor velocity, position or current. The internal control loop follows a standard PID algorithm with a feed-forward (F) term to compensate for known system offsets. This allows the motor to follow precise and repeatable motions, useful for complex mechanisms.
Below is a diagram of the firmware implementation of the internal PIDF.
Additionally, an arbitrary feedforward signal is added to the output of the control loop after all calculations are done. The units for this signal can be selected as either voltage or duty cycle. This feature allows more advanced feedforward calculations to be performed by the controller. More details about the types of feedforward calculations can be found on the WPILib documentation. Using the voltage units for arbitrary feedforward allows the user to send the calculated feedforward voltage from the WPILib API directly to the control loop.
