期刊文献+

Multi-state autonomous drilling for lunar exploration 被引量:3

Multi-state autonomous drilling for lunar exploration
原文传递
导出
摘要 Due to the lack of information of subsurface lunar regolith stratification which varies along depth, the drilling device may encounter lunar soil and lunar rock randomly in the drilling process. To meet the load safety requirements of unmanned sampling mission under limited orbital resources, the control strategy of autonomous drilling should adapt to the indeterminable lunar environments. Based on the analysis of two types of typical drilling media (i.e., lunar soil and lunar rock), this paper proposes a multi-state control strategy for autonomous lunar drilling. To represent the working circumstances in the lunar subsurface and reduce the complexity of the control algo- rithm, lunar drilling process was categorized into three drilling states: the interface detection, initi- ation of drilling parameters for recognition and drilling medium recognition. Support vector machine (SVM) and continuous wavelet transform were employed for the online recognition of drilling media and interface, respectively. Finite state machine was utilized to control the transition among different drilling states. To verify the effectiveness of the multi-state control strategy, drilling experiments were implemented with multi-layered drilling media constructed by lunar soil simulant and lunar rock simulant. The results reveal that the multi-state control method is capable of detecting drilling state variation and adjusting drilling parameters timely under vibration interferences. The multi-state control method provides a feasible reference for the control of extraterrestrial autonomous drilling. Due to the lack of information of subsurface lunar regolith stratification which varies along depth, the drilling device may encounter lunar soil and lunar rock randomly in the drilling process. To meet the load safety requirements of unmanned sampling mission under limited orbital resources, the control strategy of autonomous drilling should adapt to the indeterminable lunar environments. Based on the analysis of two types of typical drilling media (i.e., lunar soil and lunar rock), this paper proposes a multi-state control strategy for autonomous lunar drilling. To represent the working circumstances in the lunar subsurface and reduce the complexity of the control algo- rithm, lunar drilling process was categorized into three drilling states: the interface detection, initi- ation of drilling parameters for recognition and drilling medium recognition. Support vector machine (SVM) and continuous wavelet transform were employed for the online recognition of drilling media and interface, respectively. Finite state machine was utilized to control the transition among different drilling states. To verify the effectiveness of the multi-state control strategy, drilling experiments were implemented with multi-layered drilling media constructed by lunar soil simulant and lunar rock simulant. The results reveal that the multi-state control method is capable of detecting drilling state variation and adjusting drilling parameters timely under vibration interferences. The multi-state control method provides a feasible reference for the control of extraterrestrial autonomous drilling.
出处 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2016年第5期1397-1404,共8页 中国航空学报(英文版)
基金 financially supported by fundamental research funds for National Natural Science Foundation of China(No.61403106) the Fundamental Research Funds for the Central Universities (No.HIT.NSRIF.2014051) the Program of Introducing Talents of Discipline to Universities (No.B07018) Heilongjiang Postdoctoral Grant (No.LBHZ11168) China Postdoctoral Science Foundation (No.2012M520722)
关键词 Finite state machine Recognition algorithm Simulants Support vector machine Wavelet transform Finite state machine Recognition algorithm Simulants Support vector machine Wavelet transform
  • 相关文献

参考文献3

二级参考文献28

  • 1郑永春,欧阳自远,王世杰,邹永廖.月壤的物理和机械性质[J].矿物岩石,2004,24(4):14-19. 被引量:106
  • 2许彬,郑链,王克勇,宋承天.基于多小波的信号奇异性分析方法[J].系统仿真学报,2006,18(11):3217-3219. 被引量:12
  • 3伊廷华,李宏男,伊晓东,王国新.基于小波与神经网络的GPS周跳探测与修复[J].传感技术学报,2007,20(4):897-902. 被引量:9
  • 4Bar-Cohen Y, Zacny K. Drilling in extol'me environments Penetration and sampling on Earth and other planets [ M ] Weinheim: Wiley-VCH, 2009.
  • 5Heiken G H, Vaniman D, French B M. Lunar sourcebook[ M]. New York, NY: Cambridge University Press, 1991.
  • 6Mitchell ,I K, Houston W N. Mechanical properlies of Lunar soil [C]. The third Lunar Science Conference. Cambridge, MA: M. 1. T. Press, 1972, 3 : 3235 - 3253.
  • 7Johnson N I,. The soviet reach for the moon[ M ]. Cosmos Books, 1995.
  • 8Godwin R J, O' Dogherty M J. Integrated soil tillage force prediction models [ J ]. Journal of Terramechanics, 2007, 44 (2007) : 3 - 14.
  • 9Hettiaratchi D R P, Reece A R. Symmetrical three-dimensional soil failure[ J ]. Journal of Terrameehanics, 1967, 4(3) : 45 -67.
  • 10Wilkinson A, Degennaro A. Digging and pushing lunar regolith: Classical soil mechanics and the forces needed for excavation and traction [ J ]. Journal of Terramechanics, 2007, 44 ( 2 ) : 133 - 152.

共引文献25

同被引文献23

引证文献3

二级引证文献15

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部