How can fuzzy logic be applied to the inverted pendulum problem?

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SUMMARY

The discussion focuses on applying fuzzy logic to the inverted pendulum problem, a classic mechanics project. Participants suggest exploring the uncertainty principle related to the pendulum's stability and the effects of kinematic losses, such as air drag, on its motion. Additionally, a reference to a six-page engineering paper is provided for further insights. The conversation highlights the potential of fuzzy logic in modeling the complexities of the inverted pendulum, particularly through fuzzy associative memory (FAM).

PREREQUISITES
  • Understanding of fuzzy logic principles and fuzzy associative memory (FAM).
  • Knowledge of Newtonian physics, particularly the dynamics of oscillating systems.
  • Familiarity with kinematic concepts, including air drag and its effects on motion.
  • Ability to analyze data from video recordings, including extracting x and y coordinates and velocity.
NEXT STEPS
  • Research fuzzy logic applications in control systems, particularly for dynamic balancing problems.
  • Explore the effects of air drag on pendulum motion using computational simulations.
  • Study the transition from linear to quadratic drag forces in oscillating systems.
  • Review the engineering paper linked in the discussion for advanced concepts related to the inverted pendulum.
USEFUL FOR

Students and researchers in mechanical engineering, control systems engineers, and anyone interested in the application of fuzzy logic to dynamic systems.

Jim Newt
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I'm trying to come up with a mechanics project idea and I'd like some suggestions. I have a mass that is oscillating back and forth and it can be thought of as an inverted pendulum. I also took a video of the moving mass and found its x and y coordinates and velocity as its moving back and forth. I took a second video and data set of the mass moving at a much faster speed. Using this data set, what would be an interesting problem to work out? Any ideas? Thanks!

Jim
 
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The biggest uncertainty in the inverted pendulum problem is the uncertainty principle itself; If the pendulum is standing exactly upside down, how long does it take [what is maximum time] to fall over? Is there any interesting physics here? Newtonian physics could answer what the period is for any starting position [other than exactly upside down].

You could perhaps do some studies on kinematic losses [e.g., air drag] vs. time for different amplitudes and pendulum lengths for a standard shape pendulum weight of different diameters, and compare to theory:
http://en.wikipedia.org/wiki/Drag_(physics )
At what point does the drag force change from linear (Stokes) to quadratic (turbulent)?

Bob S
 
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Here's a link to a 6 page engineering paper with some useful concepts:

http://www.sps.ele.tue.nl/members/m.j.bastiaans/spc/bugeja.pdf

I recall there may be fuzzy logic research into problems such as the inverted pendulum, but other than these comments, I can't visualize an interesting project. I think a fuzzy processor works similar to the human brain and can be kept a trade secret once the fuzzy associative memory (FAM) is discovered to work in a given problem.
 
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