Mobile robot battery life estimation: battery energy use of an unmanned ground vehicle
Arnon Hurwitz, James M. Dotterweich, Trevor Rocks
- Year
- 2021
- Citations
- 4
Abstract
Engineers find it of importance to have a quantitative understanding of the charge-depletion characteristics of the battery-bank that powers a mobile unmanned ground vehicle (UGV) so as to have mission-duration, cost-of-transport, range, and other useful estimates. Data analysis to determine the energy use of a ‘large’ wheeled robot – the Clearpath™ Warthog – with Gross Vehicle Weight (GVW) 590 Kg. -- are here discussed. The analysis is based on gravel-surface, straight-path level trials. The results of this analysis inform how far the UGV can travel over the specified surface. We give basic methods for obtaining expected energy usage: tables with estimates for cost of transport and for mission range. Included in the analysis is a nonparametric method for identifying and dealing with the small number of ‘outlier,’ readings that often occur in field trials.
Keywords
Related papers
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Fractional Differential Equations
Igor Podlubný
2025
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991