Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems Neural Networks Biological...

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Biomimetic Design James Tacey, Aditi Shinde

Transcript of Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems Neural Networks Biological...

Page 1: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Biomimetic Design

James Tacey, Aditi Shinde

Page 2: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Biomimetic Systems Neural Networks Biological Redundancy Self-Repair Artificial Intelligence

Page 3: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Neural Networks Groups of connected nodes or neurons Capable of finding non-linear patterns Highly adaptable to new inputs stimuli Excellent choice for control systems of

biomimetic locomotion

Page 4: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Biological Redundancy Many animals have redundant systems Systems allow continued functionality after a

limb or other system is damaged Redundancy prevents single point-of-failure in

the system Adaptation to a robotics allows for more

longer and more reliable functionality

Page 5: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Self-Repair Animals are capable of healing and repairing

damage done Repair algorithms and self-repairing materials Allows robot to become more durable and

capable of lasting in more harsh environments

Page 6: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Artificial Intelligence Still in early stages of research Robots can be ‘taught’ very simple tasks Would allow robots to adapt Wide variety of application in robotics, ability

to ‘learn’ variety of tasks

Page 7: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Artificial Muscles Shape Memory Effects Electroactive Polymers Chemical Muscles

Page 8: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Shape Memory Effects Use of materials that ‘remember’ shapes Material is ‘taught’ a shape Temperature controlled ‘muscle’ Slow but more durable ‘muscle’ for robotic

applications

Page 9: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Electroactive Polymers Polymers that change shape Electrically stimulated Highly pliable materials with a wide-variety of

applications

Page 10: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Chemical Muscles Similar to biological muscles Non-combustible chemical reaction drives

cylinder Higher energy density than electricity

Page 11: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Evolutionary Robotics Hardware and software co-evolution Use of genetic algorithms and neural networks Allows more adaptive design Requires less trial and error Effective for developing robotic gaits

Page 12: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Robotic lobster

Page 13: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Lamprey-based undulatory vehicle

Page 14: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

CWRU’s Robot V

Page 15: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

CWRU’s Cricket microrobot

Page 16: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Standford’s iSprawl

Page 17: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Fraunhofer Institute’s Scorpion

Page 18: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Mesoscale robot quadruped

Page 19: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Snake robot S7

Page 20: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

RoboTuna

Page 21: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

VCUUV

Page 22: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Georgia Tech’s Entomopter

Page 23: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Neural oscillator control network for Rodney

Page 24: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Oct-1b

Page 25: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Sony quadruped robot

Page 26: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Koharo

Page 27: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Random morphology robot

Page 28: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Self-modeling robot

Page 29: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Golem

Page 30: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

Genobots

Page 31: Biomimetic Design James Tacey, Aditi Shinde. Biomimetic Systems  Neural Networks  Biological Redundancy  Self-Repair  Artificial Intelligence.

CCSLs Nonaped