TY - GEN
T1 - Reliability and Quality Control Approach for Collaborative Assembly Process
AU - Ahmed, Altaf
AU - Guozhu, Jia
AU - Salam, Abdus
AU - Nawaz, Muhammad Kashif
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/3/13
Y1 - 2019/3/13
N2 - Collaborative assembly is envisaged as a prospect of industry 4.0 which involves co-working between robot and human. This methodology combines the strength and dexterity of a robot with sensory skills of human to achieve quality and precision in the assembly process. The collaborative assembly has been in focus in recent times, however, less attention has been paid to its quality and reliability aspect. Since both human worker and robot add variation to the process, making it prone to inaccuracy, defects and, rejection, it is indispensable to assess its effectiveness in terms of quality and reliability. This paper presents an approach for reliability and quality control in a collaborative assembly process. In this regard, key characteristics of assembly and process parameters of both human and robot have been identified, and their influence on assembly quality is determined. The parameters analyzed using correlation and regression modeling. Based on the analysis of data and results, a sensitivity analysis is done, and a control mechanism is formulated. The proposed approach has been applied to a collaborative assembly process of an industrial case to exemplify it, and promising results have been obtained.
AB - Collaborative assembly is envisaged as a prospect of industry 4.0 which involves co-working between robot and human. This methodology combines the strength and dexterity of a robot with sensory skills of human to achieve quality and precision in the assembly process. The collaborative assembly has been in focus in recent times, however, less attention has been paid to its quality and reliability aspect. Since both human worker and robot add variation to the process, making it prone to inaccuracy, defects and, rejection, it is indispensable to assess its effectiveness in terms of quality and reliability. This paper presents an approach for reliability and quality control in a collaborative assembly process. In this regard, key characteristics of assembly and process parameters of both human and robot have been identified, and their influence on assembly quality is determined. The parameters analyzed using correlation and regression modeling. Based on the analysis of data and results, a sensitivity analysis is done, and a control mechanism is formulated. The proposed approach has been applied to a collaborative assembly process of an industrial case to exemplify it, and promising results have been obtained.
KW - collaborative assembly
KW - human-robot manufacturing
KW - quality control
KW - reliability
UR - https://www.scopus.com/pages/publications/85064124076
U2 - 10.1109/IBCAST.2019.8667228
DO - 10.1109/IBCAST.2019.8667228
M3 - 会议稿件
AN - SCOPUS:85064124076
T3 - Proceedings of 2019 16th International Bhurban Conference on Applied Sciences and Technology, IBCAST 2019
SP - 210
EP - 217
BT - Proceedings of 2019 16th International Bhurban Conference on Applied Sciences and Technology, IBCAST 2019
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 16th International Bhurban Conference on Applied Sciences and Technology, IBCAST 2019
Y2 - 8 January 2019 through 12 January 2019
ER -