Sensor based motion planning and estimation of highrise building façade maintenance robot

With the increasing number of high-rise and large-scale buildings, modern buildings are becoming intelligent, and are incurring high construction costs and requiring careful maintenance. Maintenance works for high-rise buildings significantly depend on human labor, unlike other construction processes that are gradually being automated. The resulting accidents may produce very high social and economic losses. To address this problem, herein, this paper proposes robotic building maintenance system using multi-robot concept, in specific, cleaning a building façade which is directly subjected to minimize human labor; that improves the process efficiency and economic feasibility. The sensor for detecting contamination of building’s outer-wall glass is proposed; Kalman filter was used for estimating robots’ status with the contamination of the window glass. Task allocation of the sensor based multi-robots for an effective way of task execution is introduced and the feasibility was verified through the simulations.

[1]  A. Hunt,et al.  Wind-tunnel measurements of surface pressures on cubic building models at several scales , 1982 .

[2]  Sung Jin Yoo,et al.  Brief paper: adaptive formation tracking control of electrically driven multiple mobile robots , 2010 .

[3]  Jing Wu,et al.  A Study on Hybrid Force/ Motion Control for Automated Robotic Building Maintenance System , 2011 .

[4]  Karsten Berns,et al.  CROMSCI: development of a climbing robot with negative pressure adhesion for inspections , 2008, Ind. Robot.

[5]  Chang-Soo Han,et al.  A survey of climbing robots: Locomotion and adhesion , 2010 .

[6]  Peter Brucker,et al.  Scheduling Algorithms , 1995 .

[7]  Edward G. Coffman,et al.  Scheduling independent tasks to reduce mean finishing time , 1974, CACM.

[8]  Maja J. Mataric,et al.  Behaviour-based control: examples from navigation, learning, and group behaviour , 1997, J. Exp. Theor. Artif. Intell..

[9]  David Surry,et al.  Pressure measurements on the Texas tech building: Wind tunnel measurements and comparisons with full scale , 1991 .

[10]  Douglas A. Wolfe,et al.  Nonparametric Statistical Methods , 1973 .

[11]  Vijay Kumar,et al.  Dynamic role assignment for cooperative robots , 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).

[12]  A. Albagul,et al.  Design and fabrication of an automatic window cleaning robot , 2010 .

[13]  Anna Kochan CLAWAR highlights research progress on climbing and walking robots , 2006, Ind. Robot.

[14]  Norbert Elkmann,et al.  SIRIUSc — Facade Cleaning Robot for a High-Rise Building in Munich, Germany , 2005 .

[15]  L. Cochran,et al.  Sources of Torsional Wind Loading on Tall Buildings: Lessons from the Wind Tunnel , 2000 .

[16]  Anna Kochan,et al.  CLAWAR highlights research progress on climbing and walking robots , 2005, Ind. Robot.

[17]  D. T. Pham,et al.  Application of the Taguchi method to the design of a robot sensor , 1995, Robotica.

[18]  J. Neter,et al.  Applied Linear Regression Models , 1983 .

[19]  Subhabrata Chakraborti,et al.  Nonparametric Statistical Inference , 2011, International Encyclopedia of Statistical Science.

[20]  Pablo González de Santos,et al.  Application of CLAWAR Machines , 2003, Int. J. Robotics Res..

[21]  Toshiyuki Yasuda,et al.  Multi-Robot Systems, Trends and Development , 2011 .

[22]  Ronald L. Rivest,et al.  Introduction to Algorithms , 1990 .

[23]  Luigi Fortuna,et al.  Soft Sensors for Monitoring and Control of Industrial Processes (Advances in Industrial Control) , 2006 .

[24]  Maja J. Mataric,et al.  Multi-robot task allocation: analyzing the complexity and optimality of key architectures , 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

[25]  A. Cameron,et al.  Closure to “Discussion of ‘The Measurement of Oil-Film Thickness in Gear Teeth’” (1960, ASME J. Basic Eng., 82, p. 34) , 1960 .

[26]  A. K. Munns,et al.  Building maintenance strategy: a new management approach , 1997 .

[27]  Jianwei Zhang,et al.  Sky Cleaner 3: a real pneumatic climbing robot for glass-wall cleaning , 2006, IEEE Robotics & Automation Magazine.

[28]  A H Christer Modelling Inspection Policies for Building Maintenance , 1982, The Journal of the Operational Research Society.

[29]  Chang-Soo Han,et al.  Window Contamination Detection Method for the Robotic Building Maintenance System , 2011 .

[30]  S. Iqbal,et al.  Design optimization using ANOVA , 2002 .