Abstract
Attention to robotic application development in catering has been largely been focused on serving and cooking. The motivation of our research is to create the first viable system integration to the task of washing dishes, which is a task relatively untouched by researchers. Dish-washing is the cost department for restaurants that do not use disposable utensils for loading food. With the labor market shunning from tasks that require direct contact with unhygienic objects for long hours, we saw the value of our proposed integration. We present an automatic 2-arm robot system that can complete the entire dish-cleaning process from loading dirty dishes to stacking clean dishes, to match the requirement collected from analyzing data of a real restaurant and to deploy. We have shown that the system is capable of completing all the tasks it is designed to perform, and is capable of processing all the dishes produced in a day from a restaurant.
I. Mizuuchi–This work is supported by Connected Robotics, Inc.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Alami, R., Clodic, A., Montreuil, V., Sisbot, E.A., Chatila, R.: Toward human-aware robot task planning. In: AAAI Spring Symposium: to Boldly Go Where no Human-Robot Team has Gone Before, pp. 39–46 (2006)
Asfour, T., et al.: Armar-iii: An integrated humanoid platform for sensory-motor control. In: 6th IEEE-RAS International Conference on Humanoid Robots, vol. 2006, pp. 169–175. IEEE (2006)
Cha, E., Forlizzi, J., Srinivasa, S.S.: Robots in the home: qualitative and quantitative insights into kitchen organization. In: Proceedings of the Tenth Annual ACM/IEEE International Conference on Human-Robot Interaction, pp. 319–326. ACM (2015)
Chitta, S., Sucan, I., Cousins, S.: Moveit![ros topics]. IEEE Robot. Autom. Mag. 19(1), 18–19 (2012)
Eppner, C., et al.: Lessons from the amazon picking challenge: four aspects of building robotic systems. In: Robotics: Science and Systems (2016)
Fujimoto, J., et al.: Picking up dishes based on active groping with multisensory robot hand. In: RO-MAN 2009-The 18th IEEE International Symposium on Robot and Human Interactive Communication, pp. 220–225. IEEE (2009)
Gates, B.: A robot in every home. Sci. Am. 296(1), 58–65 (2007)
Koay, K.L., Sisbot, E.A., Syrdal, D.S., Walters, M.L., Dautenhahn, K., Alami, R.: Exploratory study of a robot approaching a person in the context of handing over an object. In: AAAI Spring Symposium: Multidisciplinary Collaboration for Socially Assistive Robotics, pp. 18–24 (2007)
Kosuge, K., et al.: Development of an automatic dishwashing robot system. In: 2009 International Conference on Mechatronics and Automation, pp. 43–48, August 2009
Lagrand, C., van der Meer, M., Visser, A.: The roasted tomato challenge for a humanoid robot. In: 2016 International Conference on Autonomous Robot Systems and Competitions (ICARSC), pp. 341–346. IEEE (2016)
Mizuuchi, I., Fujimoto, J., Sodeyama, Y., Yamamoto, K., Okada, K., Inaba, M.: A kitchen assistant manipulation system of a variety of dishes based on shape estimation with tracing dish surfaces by sensing proximity and touch information. J. Robot. Soc. Jpn. 30(9), 889–898 (2012)
Okada, K., Ogura, T., Haneda, A., Fujimoto, J., Gravot, F., Inaba, M.: Humanoid motion generation system on hrp2-jsk for daily life environment. In: IEEE International Conference Mechatronics and Automation, 2005, vol. 4, pp. 1772–1777. IEEE (2005)
Peralta, J., Andretta, M., Oliveira, J.F.: Packing circles and irregular polygons using separation lines. In: ICORES, pp. 71–77 (2018)
Pham, T.X.N., Hayashi, K., Becker-Asano, C., Lacher, S., Mizuuchi, I.: Evaluating the usability and users’ acceptance of a kitchen assistant robot in household environment. In: 2017 26th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), pp. 987–992. August 2017
Redmon, J., Farhadi, A.: Yolov3: An incremental improvement, arXiv (2018)
Rusu, R.B., Gerkey, B., Beetz, M.: Robots in the kitchen: exploiting ubiquitous sensing and actuation. Robot. Auton. Syst. 56(10), 844–856 (2008)
Siio, I., Hamada, R., Mima, N.: Kitchen of the future and applications. In: Jacko, J.A. (ed.) HCI 2007. LNCS, vol. 4551, pp. 946–955. Springer, Heidelberg (2007). https://doi.org/10.1007/978-3-540-73107-8_104
Szabó, P.G., Markót, M.C., Csendes, T., Specht, E., Casado, L.G., García, I.: New Approaches to Circle Packing in a Square: with Program Codes. vol. 6, Springer, New York (2007)
Takahashi, S., Mizuuchi, I.: Operating a robot by nonverbal voice expressed with acoustic features. In: Strand, M., Dillmann, R., Menegatti, E., Ghidoni, S. (eds.) IAS 2018. AISC, vol. 867, pp. 573–584. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-01370-7_45
Middelkamp, A.: Online. Praktische Huisartsgeneeskunde 3(4), 3–3 (2017). https://doi.org/10.1007/s41045-017-0040-y
Acknowledgment
This research is funded by Connected Robotics, Inc and is performed through the Industrial-Academic Partnership program.
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
Lo, W.S. et al. (2022). Developing a Collaborative Robotic Dishwasher Cell System for Restaurants. In: Ang Jr, M.H., Asama, H., Lin, W., Foong, S. (eds) Intelligent Autonomous Systems 16. IAS 2021. Lecture Notes in Networks and Systems, vol 412. Springer, Cham. https://doi.org/10.1007/978-3-030-95892-3_20
Download citation
DOI: https://doi.org/10.1007/978-3-030-95892-3_20
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-95891-6
Online ISBN: 978-3-030-95892-3
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)