Fuzzy logic control vs PID [Resume]?

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SUMMARY

The discussion centers on the comparison between Fuzzy Logic Control and Proportional-Integral-Derivative (PID) control systems. It establishes that while both methods can utilize three inputs—value, derivative, and integral—Fuzzy Logic Control offers greater flexibility in defining membership functions, allowing for both linear and non-linear outputs. This flexibility enables the creation of complex cost functions that are difficult to achieve with traditional PID methods. Additionally, it is confirmed that a Fuzzy Logic Controller can be designed to function identically to a PID controller.

PREREQUISITES
  • Understanding of PID control principles and components
  • Familiarity with Fuzzy Logic concepts and membership functions
  • Knowledge of control system design and analysis
  • Basic grasp of linear vs. non-linear systems
NEXT STEPS
  • Research Fuzzy Logic Control design techniques and applications
  • Explore advanced PID tuning methods for improved performance
  • Study the implementation of membership functions in Fuzzy Logic
  • Investigate case studies comparing Fuzzy Logic Control and PID control in various industries
USEFUL FOR

Control system engineers, automation specialists, and students studying advanced control strategies will benefit from this discussion, particularly those interested in the practical applications of Fuzzy Logic and PID control systems.

barzi2001
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I have found this topic but I am not allowed to answer.

https://www.physicsforums.com/threads/fuzzy-logic-control-vs-pid.667717/

I have the same concern that the fuzzy is basically similar to a proportional control.

In the thread I liked above, there is also this link

http://www.ece.uidaho.edu/ee/classes/ECE573F05/PID%20vs%20Fuzzy%20Control.pdf

but it does not work any longer, and I cannot find.

Can someone explain me in which way the fuzzy differs from the proportional control, or provide some link?
Many thanks.
 
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PID control:
takes 3 inputs (the value of the input, the derivative of the input, and the integral of the input)
Multiplies each one by a scalar
sums them
it design assums linearity

fuzzy logic control
lets make our fuzzy logic controller use three inputs (the value of the input, the derivative of the input, and the integral of the input)

each input has a corresponding input graph. Use the output of those membership functions on an output graph to determine your output.

You can make the membership functions as course or fine as you want. You can make it non linear, or linear (over a range)
linearity does not matter in any way.fun fact
you can actually make a fuzzy logic control that is IDENTICAL to a PID controller.Fuzzy logic is basically a way to use words and simple graphs to describe and create a cost function. You can make non-linear functions that would be extremely complicated to create via traditional methods.
 

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