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Open AccessJournal ArticleDOI

Efficient thrust generation in robotic fish caudal fins using policy search

Yixi Shan, +2 more
- Vol. 1, Iss: 1, pp 38-44
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TLDR
In this paper, the kinematics of caudal fin motion of a robotic fish are optimized experimentally to maximize the thrust-generation efficiency of the caudals of the robotic fish.
Abstract
Thrust generation is a crucial aspect of fish locomotion that depends on a variety of morphological and kinematic parameters. In this work, the kinematics of caudal fin motion of a robotic fish are optimised experimentally. The robotic fish actuates its caudal fin with flapping and rotation motion, and also measures the fin hydrodynamic force and torque. Total nine designs of the caudal fins are investigated, with three different shapes (or inclination angles) and three stiffness. The optimisation is based on a policy search (PS) algorithm, which is used to maximise the thrust-generation efficiency of the caudal fins. The authors first parametrise fin spanwise-rotation as a sinusoidal function using rotation amplitude and phase delay and test whether it is beneficial to thrust-generation efficiency. The result shows that the rotation does not contribute to the efficiency, as the efficiency is maximised at zero amplitude. Next, the authors optimise flapping amplitude and trajectory profile without fin rotation. Results show that smaller flapping amplitude results in higher efficiency and linear flapping trajectories are preferred over sinusoidal ones. Fins that have the highest flexibility are more efficient in thrust generation although they generate less thrust, while an inclination angle of 30° yields the most efficient fin shape.

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Citations
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Proceedings ArticleDOI

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References
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Journal ArticleDOI

Review of fish swimming modes for aquatic locomotion

TL;DR: In this article, an overview of the swimming mechanisms employed by fish is presented, with a relevant and useful introduction to the existing literature for engineers with an interest in the emerging area of aquatic biomechanisms.
Book

A Survey on Policy Search for Robotics

TL;DR: This work classifies model-free methods based on their policy evaluation strategy, policy update strategy, and exploration strategy and presents a unified view on existing algorithms.
Journal ArticleDOI

Passive and Active Flow Control by Swimming Fishes and Mammals

TL;DR: The vortex wake shed by the tail differs between eel-like fishes and fishes with a discrete narrowing of the body in front of the tail, and three-dimensional effects may play a major role in determining wake structure in most fishes.
Journal ArticleDOI

Energy-minimizing kinematics in hovering insect flight

TL;DR: In this article, the authors investigate aspects of hovering insect flight by finding the optimal wing kinematics which minimize power consumption while still providing enough lift to maintain a time-averaged constant altitude over one flapping period.
Journal ArticleDOI

Wake mechanics for thrust generation in oscillating foils

TL;DR: In this paper, it was shown through experimental data from flapping foils and data from fish observation that thrust develops through the formation of a reverse von Karman street whose preferred Strouhal number is between 0.25 and 0.35.
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