Search Results for author: Niankai Yang

Found 2 papers, 0 papers with code

Energy-optimal Three-dimensional Path-following Control of Autonomous Underwater Vehicles under Ocean Currents

no code implementations22 Mar 2022 Niankai Yang, Chao Shen, Matthew Johnson-Roberson, Jing Sun

In the first stage, the surge velocity, heave velocity, and pitch angle setpoints are optimized by minimizing the required vehicle propulsion energy under currents, and the line-of-sight (LOS) guidance law is used to generate the yaw angle setpoint that ensures path following.

Robust State of Health Estimation of Lithium-ion Batteries Using Convolutional Neural Network and Random Forest

no code implementations20 Oct 2020 Niankai Yang, Ziyou Song, Heath Hofmann, Jing Sun

The challenge lies in the fact that partial discharge truncates the data available for SOH estimation, thereby leading to the loss or distortion of common SOH indicators.

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