Cartesian coordinate control for teleoperated construction machines

Despite the continuous development of the hardware, most construction machines are exclusively teleoperated limiting the control to a single paradigm. The operators usually have to move different joints of the machine in a coordinated way solely relied on their experiences leading to reduced local accuracy and work efficiency. Automation of construction machinery can open up new possibilities to improve efficiency and safety during the construction process. This work introduces a generic method that can adapt construction machines that have been already used in the field for decades, so that a more intuitive and versatile control paradigm can be allowed. We introduce the system architecture with the necessary hardware extension and the closed-loop inverse kinematic based motion controller implemented in a visual programming environment. In contrast to existing works, which are mostly based on developing entirely new systems, an autonomous machine suited for construction sites and other hazardous environments can be obtained at a reduced effort. Because of its low cost and generality, this approach can be widely utilized in construction industries opening possibilities for a combination of the advanced robotics technology with proven machines from construction sites. We present our first prototype system based on a BROKK 170 demolition machine and highlight its capabilities but also the inherent limitations of the proposed method.

[1]  Maolin Jin,et al.  Discrete time delay control for hydraulic excavator motion control with terminal sliding mode control , 2019, Mechatronics.

[2]  H. Jin Kim,et al.  Online Learning Control of Hydraulic Excavators Based on Echo-State Networks , 2017, IEEE Transactions on Automation Science and Engineering.

[3]  Ian Brooks,et al.  Mobile robotic fabrication at 1:1 scale: the In situ Fabricator , 2017, Construction Robotics.

[4]  Emanuele Naboni,et al.  Integration of Outdoor Thermal and Visual Comfort in Parametric Design , 2014 .

[5]  Christoph Motzko,et al.  Bewertungsmatrix für die Kostenplanung beim Abbruch und Bauen im Bestand. Datenbanksystem zur Analyse und Bewertung in Bezug auf Kosten, Technologien und Dauern , 2016 .

[6]  Sigrid Brell-Cokcan,et al.  A General Approach for Automating Teleoperated Construction Machines , 2019, RAAD.

[7]  Marco Hutter,et al.  Robotic Fabrication in Architecture, Art and Design 2018 , 2018 .

[8]  Behzad Dariush,et al.  Whole body humanoid control from human motion descriptors , 2008, 2008 IEEE International Conference on Robotics and Automation.

[9]  Jessie Y. C. Chen,et al.  Human Performance Issues and User Interface Design for Teleoperated Robots , 2007, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[10]  Yong Xiao,et al.  Vision guided autonomous robotic assembly and as-built scanning on unstructured construction sites , 2015 .

[11]  Rajiv V. Dubey,et al.  A weighted least-norm solution based scheme for avoiding joint limits for redundant joint manipulators , 1993, IEEE Trans. Robotics Autom..

[12]  Jens Anders Brenne Volden Engineering geological evaluation of the applicability of Drill & Split in tunnels at the Follo line project , 2015 .

[13]  Neri Oxman,et al.  Toward site-specific and self-sufficient robotic fabrication on architectural scales , 2017, Science Robotics.

[14]  Uwe Reisgen,et al.  Towards robotic steel construction through adaptive incremental point welding , 2020 .

[15]  Roland Siegwart,et al.  Towards optimal force distribution for walking excavators , 2015 .

[16]  Marco Hutter,et al.  Autonomous Free-Form Trenching Using a Walking Excavator , 2019, IEEE Robotics and Automation Letters.

[17]  Yoshihiko Nakamura,et al.  Inverse kinematic solutions with singularity robustness for robot manipulator control , 1986 .

[18]  Johannes Braumann,et al.  Path Planning for Robotic Artistic Stone Surface Production , 2016 .

[19]  Kazuma Sekiguchi,et al.  Model predictive trajectory tracking control for hydraulic excavator on digging operation , 2015, 2015 IEEE Conference on Control Applications (CCA).