File Download
  Links for fulltext
     (May Require Subscription)
Supplementary

Article: B-PaDY: robot co-worker in a bumper assembly line

TitleB-PaDY: robot co-worker in a bumper assembly line
Authors
KeywordsLogistic regression model
Human-robot cooperation
Robot co-worker
Automobile assembly
Issue Date2016
Citation
ROBOMECH Journal, 2016, v. 3, n. 1, article no. 23 How to Cite?
AbstractIn an automobile assembly line, many processes require control and human intervention. A human’s dexterity and ability to react to unpredictable changes in production volume and product specifications are necessary for these processes. Thus, it remains difficult to rely on robots or other automated systems. Conversely, some tasks, such as moving to a tool rack and delivering parts, do not require human skill. In the bumper assembly process of automobile assembly, a worker must move to pick up the bumper twice in one procedure. This task may strain the worker and increase work time for each bumper. To address this situation, we developed a new co-worker robot, named B-PaDY, to work in cooperation with human workers on the automobile bumper assembly line. This co-worker robot is not directly involved in the assembly processes, but performs tasks to support human workers. The robot delivers the bumper to the worker on the production line at the right time. We propose hardware concepts and designs to ensure worker’s safety and allow for handling of all bumpers types. This robot uses a suspended rail system and handles the bumper, attaching to its reverse side. Additionally, we propose a method to determine the proper delivery timing based on a logistic regression model and confirm its effectiveness by performing experiments. We statistically model the worker’s state upon completion of the assembly task and stochastically determine the proper timing. By recognizing the worker’s behavior and supporting the worker with appropriate timing, our system effectively supplies the bumper to the worker and improves work efficiency.
Persistent Identifierhttp://hdl.handle.net/10722/302983

 

DC FieldValueLanguage
dc.contributor.authorKinugawa, Jun-
dc.contributor.authorKanazawa, Akira-
dc.contributor.authorKosuge, Kazuhiro-
dc.date.accessioned2021-09-07T08:42:58Z-
dc.date.available2021-09-07T08:42:58Z-
dc.date.issued2016-
dc.identifier.citationROBOMECH Journal, 2016, v. 3, n. 1, article no. 23-
dc.identifier.urihttp://hdl.handle.net/10722/302983-
dc.description.abstractIn an automobile assembly line, many processes require control and human intervention. A human’s dexterity and ability to react to unpredictable changes in production volume and product specifications are necessary for these processes. Thus, it remains difficult to rely on robots or other automated systems. Conversely, some tasks, such as moving to a tool rack and delivering parts, do not require human skill. In the bumper assembly process of automobile assembly, a worker must move to pick up the bumper twice in one procedure. This task may strain the worker and increase work time for each bumper. To address this situation, we developed a new co-worker robot, named B-PaDY, to work in cooperation with human workers on the automobile bumper assembly line. This co-worker robot is not directly involved in the assembly processes, but performs tasks to support human workers. The robot delivers the bumper to the worker on the production line at the right time. We propose hardware concepts and designs to ensure worker’s safety and allow for handling of all bumpers types. This robot uses a suspended rail system and handles the bumper, attaching to its reverse side. Additionally, we propose a method to determine the proper delivery timing based on a logistic regression model and confirm its effectiveness by performing experiments. We statistically model the worker’s state upon completion of the assembly task and stochastically determine the proper timing. By recognizing the worker’s behavior and supporting the worker with appropriate timing, our system effectively supplies the bumper to the worker and improves work efficiency.-
dc.languageeng-
dc.relation.ispartofROBOMECH Journal-
dc.rightsThis work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.-
dc.subjectLogistic regression model-
dc.subjectHuman-robot cooperation-
dc.subjectRobot co-worker-
dc.subjectAutomobile assembly-
dc.titleB-PaDY: robot co-worker in a bumper assembly line-
dc.typeArticle-
dc.description.naturepublished_or_final_version-
dc.identifier.doi10.1186/s40648-016-0064-0-
dc.identifier.scopuseid_2-s2.0-85030326336-
dc.identifier.volume3-
dc.identifier.issue1-
dc.identifier.spagearticle no. 23-
dc.identifier.epagearticle no. 23-
dc.identifier.eissn2197-4225-

Export via OAI-PMH Interface in XML Formats


OR


Export to Other Non-XML Formats