DocumentCode :
2691251
Title :
Dynamic analysis and human analogous control of a pipe crawling robot
Author :
Heidari, Amir H. ; Mehrandezh, M. ; Paranjape, R. ; Najjaran, H.
Author_Institution :
Fac. of Eng., Univ. of Regina, Regina, SK, Canada
fYear :
2009
fDate :
10-15 Oct. 2009
Firstpage :
733
Lastpage :
740
Abstract :
In this paper the design and development of a crawling robot for inspection of live water pipes are addressed. The mechanical design of the robot is described in detail. The governing dynamics equations of the robot moving against water flow as well as gravity in a straight pipe are also derived. Specifically, the hydrodynamic forces exerted on the robot when moving in a live pressurized pipe are taken into account. Two fuzzy-logic based control strategies are adopted. The first one is to maintain a constant translational speed in robot´s motion when subjected to flow disturbances that are numerically modeled using step changes in flow velocity within a human-in-the-loop real-time simulation environment, and the second is to steer the real robot inside the pipe while following a numerically modeled time-varying velocity set point with no fluid present in the pipe. The controller parameters were tuned based on data obtained from a human-in-the-loop control system via an artificial neural network.
Keywords :
fuzzy control; hydrodynamics; industrial robots; inspection; mobile robots; motion control; neurocontrollers; pipe flow; pipes; velocity control; artificial neural network; controller parameter; dynamic analysis; dynamics equation; flow disturbance; flow velocity; fuzzy-logic based control; human analogous control; human-in-the-loop control system; human-in-the-loop real-time simulation; hydrodynamic forces; live pressurized pipe; live water pipe inspection; motion speed; pipe crawling robot; robot mechanical design; water flow; Artificial neural networks; Control systems; Equations; Fluid flow control; Gravity; Humans; Hydrodynamics; Inspection; Numerical models; Robot motion;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Robots and Systems, 2009. IROS 2009. IEEE/RSJ International Conference on
Conference_Location :
St. Louis, MO
Print_ISBN :
978-1-4244-3803-7
Electronic_ISBN :
978-1-4244-3804-4
Type :
conf
DOI :
10.1109/IROS.2009.5354801
Filename :
5354801
Link To Document :
بازگشت