OceanVoy - A Hybrid Energy Planning System for Autonomous Sailboat.

IROS(2020)

引用 14|浏览17
暂无评分
摘要
Towards long range and high endurance sailing, energy is of utmost importance. Moreover, benefiting from the dominance of the sailboat itself, it is energy-saving and environment-friendly. Thus, the sailboat with energy planning problem is meaningful. However, until now, the sailboat energy optimization problem has rarely been considered. In this paper, we focus on the energy consumption optimization of an autonomous sailboat. It has been formulated as a Nonlinear Programming problem (NLP). We deal with it with a hybrid control scheme, in which pseudo-spectral (PS) optimal control method is used in heading control, and a model-free framework guided by Extreme Seeking Control (ESC) is used in sail control. The optimal path is generated with the optimal input motor torques in time series. As a result, both simulation and experiments have validated motion planning and energy planning performance. Notably, about 7% of energy is saved on average. Our proposed method can make sailboats sailing longer and sustainable.
更多
查看译文
关键词
hybrid energy planning system,autonomous sailboat,high endurance sailing,energy planning problem,sailboat energy optimization problem,energy consumption optimization,nonlinear programming problem,hybrid control scheme,pseudospectral optimal control method,heading control,sail control,optimal path,optimal input motor torques,motion planning,energy planning performance,sailboat sailing,OceanVoy,extreme seeking control,ESC,model-free framework,time series
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要