Title :
Identification of flight aerodynamics for flapping-wing microrobots
Author :
Chirarattananon, Pakpong ; Wood, Robert J.
Author_Institution :
Sch. of Eng. & Appl. Sci., Harvard Univ., Cambridge, MA, USA
Abstract :
Experimentally collected flight dynamics data of flapping-wing microrobots reveals several characteristics that cannot be captured by the information gathered from static experiments. For an insect-sized flapping-wing micro air vehicle with air dampers, we show that a physics-based quasi-steady aerodynamic model is able to predict the flight dynamics with reasonable accuracy. The proposed model is optimized for the vehicle of interest through the use of learning algorithms. The identified model demonstrates the potential for future use in control applications.
Keywords :
aerodynamics; aerospace components; aerospace robotics; identification; microrobots; optimisation; shock absorbers; space vehicles; air dampers; flapping-wing micro air vehicle; flapping-wing microrobots; flight aerodynamics identification; flight dynamics; learning algorithms; optimisation; quasi-steady aerodynamic model; static experiments; Aerodynamics; Damping; Force; Mathematical model; Shock absorbers; Vehicle dynamics; Vehicles;
Conference_Titel :
Robotics and Automation (ICRA), 2013 IEEE International Conference on
Conference_Location :
Karlsruhe
Print_ISBN :
978-1-4673-5641-1
DOI :
10.1109/ICRA.2013.6630752