Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Outcomes and Insights From Simplified Analytic Trajectory Optimization for a Tethered Underwater Kite

Journal Article · · IEEE Control Systems Letters
 [1];  [2]
  1. Univ. of Maryland, College Park, MD (United States); North Carolina State University
  2. Univ. of Maryland, College Park, MD (United States)

This letter formulates and solves a periodic trajectory optimization problem for a tethered underwater kite. The goal is to maximize the average mechanical power harvested by the kite. The type of kite considered in this letter extracts electricity from ocean currents by moving cross-current as its reel away from its base station, and consumes electricity to reel back. The problem of optimizing this kite’s trajectory is challenging due to the high dimensionality and nonlinearity of its dynamics. To tackle this challenge, the literature often separates the problem into two subproblems focusing on optimizing the cross-current and the reel-in/reel-out components of the trajectory, respectively, which may be sub-optimal. In contrast, this letter solves for the combined cross-current and reel-in/reel-out trajectory by linearizing the dynamics of the kite around a zero-power reference equilibrium trajectory in spherical coordinates. This allows the trajectory optimization problem to be solved analytically for simple sinusoidal input perturbations from equilibrium. Here we use linear quadratic regulation to enable the nonlinear kite model to track the optimized trajectory. The result is a computationally efficient approach that achieves an attractive Loyd factor of 19.9%, while providing important insights into the nature of the optimal trajectory.

Research Organization:
North Carolina State Univ., Raleigh, NC (United States)
Sponsoring Organization:
USDOE Office of Energy Efficiency and Renewable Energy (EERE), Renewable Power Office. Water Power Technologies Office
Grant/Contract Number:
EE0008635
OSTI ID:
1907523
Journal Information:
IEEE Control Systems Letters, Journal Name: IEEE Control Systems Letters Vol. 6; ISSN 2475-1456
Publisher:
IEEECopyright Statement
Country of Publication:
United States
Language:
English

References (16)

A quaternion-based model for optimal control of an airborne wind energy system
  • Erhard, Michael; Horn, Greg; Diehl, Moritz
  • ZAMM - Journal of Applied Mathematics and Mechanics / Zeitschrift für Angewandte Mathematik und Mechanik, Vol. 97, Issue 1 https://doi.org/10.1002/zamm.201500180
journal September 2016
Electricity in the air: Insights from two decades of advanced control research and experimental flight testing of airborne wind energy systems journal January 2021
Hydrokinetic energy harvesting using tethered undersea kites journal July 2015
Passivity based control of a Tethered Undersea Kite energy system conference July 2016
On real-time optimization of airborne wind energy generators conference December 2013
Robust Nonlinear flight Control of a Power-Generating tethered kite
  • Alvarez-Gallegos, J.; Castro-Linares, R.; Zempoalteca-Jimenez, M. A.
  • 2019 16th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE) https://doi.org/10.1109/ICEEE.2019.8884515
conference September 2019
Real-Time Optimization and Adaptation of the Crosswind Flight of Tethered Wings for Airborne Wind Energy journal March 2015
Online Energy Maximization of an Airborne Wind Energy Turbine in Simulated Periodic Flight journal March 2018
Iterative Learning-Based Path Optimization for Repetitive Path Planning, With Application to 3-D Crosswind Flight of Airborne Wind Energy Systems journal July 2020
Recursive Gaussian Process-Based Adaptive Control, With Application to a Lighter-Than-Air Wind Energy System journal July 2021
Design of Maximum Power Point Tracking for Dynamic Power Response of Tidal Undersea Kite Systems journal March 2020
Effect of the Electrical Energy Conversion on Optimal Cycles for Pumping Airborne Wind Energy journal January 2015
Electricity in the Air: Tethered Wind Energy Systems journal September 2013
Marine Hydrokinetic Energy from Western Boundary Currents journal January 2017
Waypoint Optimization Using Bayesian Optimization: A Case Study in Airborne Wind Energy Systems conference July 2020
Crosswind kite power (for large-scale wind power production) journal May 1980

Similar Records

Autonomous Closed-Loop Experimental Characterization and Dynamic Model Validation of a Scaled Underwater Kite
Journal Article · 2022 · Journal of Dynamic Systems, Measurement, and Control · OSTI ID:1907513

Stability and Performance of an Undersea Kite Operating in a Turbulent Flow Field
Journal Article · 2023 · IEEE Transactions on Control Systems Technology · OSTI ID:1907479

Effect of wind loading on the design of a kite tether
Journal Article · 1982 · J. Energy; (United States) · OSTI ID:6064574