에너지 함수 최적화를 통한 무인 굴삭 계획

A Path Planning for Autonomous Excavation Based on Energy Function Minimization

  • 박형주 (고려대학교 대학원 기계공학과) ;
  • 배장호 (고려대학교 대학원 기계공학과) ;
  • 홍대희 (고려대학교 기계공학과)
  • 발행 : 2010.01.01

초록

There have been many studies regarding development of autonomous excavation system which is helpful in construction sites where repetitive jobs are necessary. Unfortunately, bucket trajectory planning was excluded from the previous studies. Since, the best use of excavator is to dig efficiently; purpose of this research was set to determine an optimized bucket trajectory in order to get best digging performance. Among infinite ways of digging any given path, criterion for either optimal or efficient bucket moves is required to be established. One method is to adopt work know-how from experienced excavator operator; However the work pattern varies from every worker to worker and it is hard to be analyzed. Thus, other than the work pattern taken from experienced operator, we developed an efficiency model to solve this problem. This paper presents a method to derive a bucket trajectory from optimization theory with empirical CLUB soil model. Path is greatly influenced by physical constraints such as geometry, excavator dimension and excavator workspace. By minimizing a energy function under these constraints, an optimal bucket trajectory could be obtained.

키워드

참고문헌

  1. Singh, S., "Synthesizing Plans for Tactical Robotic Excavation," Ph.D. Thesis, The Robotics Institute, Carnegie Mellon University, 1995.
  2. Joseph, F., "Development of a Haptic Backhoe Testbed," M.S. Thesis, School of Mechanical Engineering, Georgia Institute of Technology, 2004.
  3. Ha, Q. P., Nguyen, Q. H., Rye, D. C., Durrant-Whyte, H. F., "Impedance Control of a Hydraulically Actuated Robotic Excavator," Automation in Construction, Vol. 9, No. 5-6, pp. 421-435, 2000. https://doi.org/10.1016/S0926-5805(00)00056-X
  4. Hong, W. J., "Modeling, Estimation, and Control of Robot-Soil Interactions," Ph.D. Thesis, Department of Mechanical Engineering, MIT, 2001.
  5. Sakaida, Y., Chugo, D., Kawabata, K., Kaetsu, H. and Asama, H., "The Analysis of Skillful Hydraulic Excavator Operation," Nippon Kikai Gakkai Robotikusu, Mekatoronikusu Koenkai Koen Ronbunshu (CD-ROM), pp. 2A1-B01, 2006.
  6. Vaha, P. K. and Skibniewski, M. J., "Dynamic Model of Excavator," Journel of Aerospace Engineering, Vol. 6, No. 2, pp. 148-158, 1993. https://doi.org/10.1061/(ASCE)0893-1321(1993)6:2(148)
  7. Chen, W. F. and Liu, X. L., "Limit Analysis in Soil Mechanics," Elsevier Science, 1990.