Abstract
Surface decontamination is essential in Nuclear Gloveboxes; moving this process from manual to robotic would reduce the risk to operators. Towards the development of robotic and autonomous sweeping systems, brushing debris removal effectiveness is evaluated using visual inspection. In addition, three types of dry simulacrum debris were used: flour, sand, and metallic swarf, each with different particle sizes and friction properties. We evaluate the debris removal effectiveness for each operational brush parameter and debris type. The tested operational brush parameters were the brush angle of attack and the brush penetration with the help of a robotic manipulator arm repeating a slow and steady rectangle sweeping pattern. We found that the brush angle of attack has a higher impact than the brush penetration. Also, flour is fast to remove from a surface and necessitates 80\(^{\circ }\) angle of attack. For sand particles, a 70\(^{\circ }\) angle of attack gives the best configuration to create a contact surface. Regarding debris like metallic swarf, debris particles to bristles bonding must be limited, requiring a 90\(^{\circ }\) angle of attack. These results allowed us to determine that autonomous robotic systems must adapt brushing operative parameters to debris type for an effective debris removal process.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Abdel Wahab, M.M., Wang, C., Vanegas Useche, L.V., Parker, G.: Finite element models for brush-debris interaction in road sweeping. Acta Mech. 215(1–4), 71–84 (2010). https://doi.org/10.1007/s00707-010-0304-y
Bayliss, C.R., Langley, K.F.: Chapter 11 - dismantling techniques. In: Nuclear Decommissioning, Waste Management, and Environmental Site Remediation, pp. 99–111. Butterworth-Heinemann, Burlington (2003). https://doi.org/10.1016/B978-075067744-8/50014-X, https://www.sciencedirect.com/science/article/pii/B978075067744850014X
Bayliss, C., Langley, K.: Decontamination techniques. In: Bayliss, C.R., Langley, K.F. (eds.) Nuclear Decommissioning, Waste Management, and Environmental Site Remediation, pp. 89–97. Butterworth-Heinemann, Burlington (2003). https://doi.org/10.1016/b978-075067744-8/50013-8, https://www.sciencedirect.com/science/article/pii/B9780750677448500138
Bormann, R., Hampp, J., Hagele, M.: New brooms sweep clean - an autonomous robotic cleaning assistant for professional office cleaning. In: Proceedings - IEEE International Conference on Robotics and Automation, vol. 2015-June, no. June, pp. 4470–4477 (2015). https://doi.org/10.1109/ICRA.2015.7139818
Duroudier, J.P.: Mechanical characteristics of divided solids. Divided Solids Mech. 1–56 (2016). https://doi.org/10.1016/b978-1-78548-187-1.50001-3
Kanegsberg, B.: Handbook for Critical Cleaning, vol. 105 (2001). https://doi.org/10.1016/s0026-0576(07)80159-0
Leidner, D.S.: Cognitive reasoning for compliant robot manipulation. Doctoral thesis, p. 211 (2019). http://www.springer.com/series/5208
Office for Nuclear Regulation: NS-INSP-GD-053 - Criticality Safety, pp. 1–29 (2020)
Okada, K., Kojima, M., Sagawa, Y., Ichino, T., Sato, K., Inaba, M.: Vision based behavior verification system of humanoid robot for daily environment tasks. In: Proceedings of the 2006 6th IEEE-RAS International Conference on Humanoid Robots, HUMANOIDS, pp. 7–12 (2006). https://doi.org/10.1109/ICHR.2006.321356
Peel, G., Michielen, M., Parker, G.: Some aspects of road sweeping vehicle automation. In: IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM, vol. 1, pp. 337–342 (2001). https://doi.org/10.1109/aim.2001.936477
Regulation, N.: Investigation into the thermal oxide reprocessing plant (THORP) contamination event (August 2016), pp. 1–15 (2017)
Snead, L.L., Zinkle, S.J.: Use of beryllium and beryllium oxide in space reactors. In: AIP Conference Proceedings, vol. 746, pp. 768–775 (2005). https://doi.org/10.1063/1.1867196
Sri Vishva, R., Naresh, R., Venkada Krishnan, M.S.: An autonomous cleaning robot. In: Proceedings - International Conference on Artificial Intelligence and Smart Systems, ICAIS 2021, pp. 686–691 (2021). https://doi.org/10.1109/ICAIS50930.2021.9395909
Sun, G., et al.: Task-oriented impedance control for integrated autonomous cleaning manipulator. In: IEEE International Conference on Robotics and Biomimetics, ROBIO 2019, pp. 358–363 (2019). https://doi.org/10.1109/ROBIO49542.2019.8961483
Tokatli, O., et al.: Robot-assisted glovebox teleoperation for nuclear industry. Robotics 10(3), 85 (2021). https://doi.org/10.3390/robotics10030085
Vanegas-Useche, L.V., Abdel-Wahab, M.M., Parker, G.A.: Effectiveness of oscillatory gutter brushes in removing street sweeping waste. Waste Manag. 43, 28–36 (2015). https://doi.org/10.1016/j.wasman.2015.05.014, http://dx.doi.org/10.1016/j.wasman.2015.05.014
Virji, M.A., et al.: Characteristics of beryllium exposure to small particles at a beryllium production facility. Ann. Occup. Hyg. 55(1), 70–85 (2011). https://doi.org/10.1093/annhyg/meq055
Wang, C.: Brush modelling and control techniques for automatic debris removal during road sweeping. Ph.D. thesis, University of Surrey (2005)
Ye, G., Alterovitz, R.: Guided motion planning. In: Christensen, H., Khatib, O. (eds.) Robotics Research. Springer Tracts in Advanced Robotics, vol. 100, pp. 291–307. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-29363-9_17
Acknowledgements
This project has been supported by the United Kingdom Atomic Energy Authority and the RAIN Hub, funded by the Industrial Strategy Challenge Fund, part of the government’s modern Industrial Strategy. The fund is delivered by UK Research and Innovation and managed by EPSRC [EP/R026084/1].
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Tabia, B., Zoulias, I., Burroughes, G. (2022). Effectiveness of Brush Operational Parameters for Robotic Debris Removal. In: Pacheco-Gutierrez, S., Cryer, A., Caliskanelli, I., Tugal, H., Skilton, R. (eds) Towards Autonomous Robotic Systems. TAROS 2022. Lecture Notes in Computer Science(), vol 13546. Springer, Cham. https://doi.org/10.1007/978-3-031-15908-4_23
Download citation
DOI: https://doi.org/10.1007/978-3-031-15908-4_23
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-15907-7
Online ISBN: 978-3-031-15908-4
eBook Packages: Computer ScienceComputer Science (R0)