Continuous ergonomic risk perception for manual assembly operations using wearable multi-sensor posture estimation

被引:6
作者
Fang, Wei [1 ]
Fu, Mingyu [1 ]
Zheng, Lianyu [2 ]
机构
[1] Beijing Univ Posts & Telecommun, Sch Automat, Sch Modern Post, Beijing, Peoples R China
[2] Beihang Univ, Sch Mech Engn & Automat, Beijing, Peoples R China
基金
北京市自然科学基金; 中国国家自然科学基金;
关键词
Manual assembly; Ergonomics; RULA; Multi-sensor; Wearable device; Sensors; REAL-TIME; EXPOSURE;
D O I
10.1108/AA-03-2021-0027
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Purpose This paper aims to perform the real-time and accurate ergonomics analysis for the operator in the manual assembly, with the purpose of identifying potential ergonomic injuries when encountering labor-excessive and unreasonable assembly operations. Design/methodology/approach Instead of acquiring body data for ergonomic evaluation by arranging many observers around, this paper proposes a multi-sensor based wearable system to track worker's posture for a continuous ergonomic assessment. Moreover, given the accurate neck postural data from the shop floor by the proposed wearable system, a continuous rapid upper limb assessment method with robustness to occasional posture changes, is proposed to evaluate the neck and upper back risk during the manual assembly operations. Findings The proposed method can retrieve human activity data during manual assembly operations, and experimental results illustrate that the proposed work is flexible and accurate for continuous ergonomic assessments in manual assembly operations. Originality/value Based on the proposed multi-sensor based wearable system for posture acquisition, a real-time and high-precision ergonomics analysis is achieved with the postural data arrived continuously, it can provide a more objective indicator to assess the ergonomics during manual assembly.
引用
收藏
页码:209 / 217
页数:9
相关论文
共 30 条
[1]   Wearable Monitoring Devices for Biomechanical Risk Assessment at Work: Current Status and Future ChallengesA Systematic Review [J].
Alberto, Ranavolo ;
Draicchio, Francesco ;
Varrecchia, Tiwana ;
Silvetti, Alessio ;
Iavicoli, Sergio .
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2018, 15 (09)
[2]   A dynamic simulator for the ergonomics evaluation of powered torque tools for human assembly [J].
Ay, Haluk ;
Luscher, Anthony ;
Sommerich, Carolyn .
ASSEMBLY AUTOMATION, 2017, 37 (01) :1-12
[3]   A study on product assembly and disassembly time prediction methodology based on virtual maintenance [J].
Cai, Kaijun ;
Zhang, Weiming ;
Chen, Wenzhuo ;
Zhao, Hongfei .
ASSEMBLY AUTOMATION, 2019, 39 (04) :566-580
[4]  
Caputo F., 2018, ADV INTELLIGENT SYST, P215
[5]   A Wearable Sensor-Based Platform for Surgeon Posture Monitoring: A Tool to Prevent Musculoskeletal Disorders [J].
Carbonaro, Nicola ;
Mascherini, Gabriele ;
Bartolini, Ilenia ;
Ringressi, Maria Novella ;
Taddei, Antonio ;
Tognetti, Alessandro ;
Vanello, Nicola .
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 18 (07)
[6]   Ergonomic methods for assessing exposure to risk factors for work-related musculoskeletal disorders [J].
David, GC .
OCCUPATIONAL MEDICINE-OXFORD, 2005, 55 (03) :190-199
[7]   Ergonomic analysis in manufacturing process. A real time approach [J].
Del Fabbro, Enrico ;
Santarossa, Daria .
RESEARCH AND INNOVATION IN MANUFACTURING: KEY ENABLING TECHNOLOGIES FOR THE FACTORIES OF THE FUTURE - PROCEEDINGS OF THE 48TH CIRP CONFERENCE ON MANUFACTURING SYSTEMS, 2016, 41 :957-962
[8]   Automatic estimation of the ergonomics parameters of assembly operations [J].
Enomoto, Atsuko ;
Yamamoto, Noriaki ;
Suzuki, Tatsuya .
CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2013, 62 (01) :13-16
[9]   Self-contained optical-inertial motion capturing for assembly planning in digital factory [J].
Fang, Wei ;
Zheng, Lianyu ;
Xu, Jiaxing .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2017, 93 (1-4) :1243-1256
[10]  
Gómez-Galán M, 2017, IND HEALTH, V55, P314, DOI 10.2486/indhealth.2016-0191