Job rotation and human-robot collaboration for enhancing ergonomics in assembly lines by a genetic algorithm

被引:33
作者
Dalle Mura, Michela [1 ]
Dini, Gino [1 ]
机构
[1] Univ Pisa, Dept Civil & Ind Engn, I-56122 Pisa, Italy
关键词
Assembly line balancing; Ergonomics; Job rotation; Human-robot collaboration; Genetic algorithm; FRAMEWORK; RISKS; MODEL; DESIGN; PRODUCTIVITY; ABSENTEEISM; QUALITY; TOOL;
D O I
10.1007/s00170-021-08068-1
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Currently, the largest percentage of the employed workforce in the manufacturing industry is involved in the assembly process, making ergonomics a key factor when dealing with assembly-related problems. During these processes, repetitive tasks and heavy component handling are frequent for workers, who may result overloaded from an energetic point of view, thus affecting several aspects not only relating to the human factor but also to potentially reduced productivity. Different organizational strategies and technological solutions could be adopted to overcome these drawbacks. For these purposes, the present paper proposes a genetic algorithm for solving the typical problem of assembly line balancing, taking into account job rotation and human-robot collaboration for enhancing ergonomics of workers. The objectives of the problem are related to both economic aspects and human factor: (i) the cost for implementing the assembly line is minimized, evaluated on the basis of the number of workers and differentiated by skill levels and on equipment installed on workstations, including collaborative robots, and (ii) the energy load variance among workers is also minimized, so as to smooth their energy expenditure in performing the assigned assembly operations, calculated according to their movements, physiological characteristics, job rotations and degree of collaboration with robots. The paper finally presents and discusses the application of the developed tool to an industrial assembly case.
引用
收藏
页码:2901 / 2914
页数:14
相关论文
共 58 条
[1]   ErgoALWABP: a multiple-rule based constructive randomized search algorithm for solving assembly line worker assignment and balancing problem under ergonomic risk factors [J].
Akyol, Sebnem Demirkol ;
Baykasoglu, Adil .
JOURNAL OF INTELLIGENT MANUFACTURING, 2019, 30 (01) :291-302
[2]   ErgoToolkit: an ergonomic analysis tool in a virtual manufacturing environment [J].
Alexopoulos, Kosmas ;
Mavrikios, Dimitris ;
Chryssolouris, George .
INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2013, 26 (05) :440-452
[3]   Mixed model line balancing with parallel stations, zoning constraints, and ergonomics [J].
Alghazi, Anas ;
Kurz, Mary E. .
CONSTRAINTS, 2018, 23 (01) :123-153
[4]   A genetic algorithm for the design of job rotation schedules considering ergonomic and competence criteria [J].
Asensio-Cuesta, S. ;
Diego-Mas, J. A. ;
Canos-Daros, L. ;
Andres-Romano, C. .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2012, 60 (9-12) :1161-1174
[5]   Optimization of assembly line balancing using genetic algorithm [J].
Barathwaj, N. ;
Raja, P. ;
Gokulraj, S. .
JOURNAL OF CENTRAL SOUTH UNIVERSITY, 2015, 22 (10) :3957-3969
[6]   New methodological framework to improve productivity and ergonomics in assembly system design [J].
Battini, D. ;
Faccio, M. ;
Persona, A. ;
Sgarbossa, F. .
INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS, 2011, 41 (01) :30-42
[7]   Preventing ergonomic risks with integrated planning on assembly line balancing and parts feeding [J].
Battini, Daria ;
Calzavara, Martina ;
Otto, Alena ;
Sgarbossa, Fabio .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2017, 55 (24) :7452-7472
[8]   Models for assembly line balancing by temporal, spatial and ergonomic risk attributes [J].
Bautista, Joaquin ;
Batalla-Garcia, Cristina ;
Alfaro-Pozo, Rocio .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2016, 251 (03) :814-829
[9]   Modeling and solving assembly line design problems by considering human factors with a real-life application [J].
Baykasoglu, Adil ;
Tasan, Seren Ozmehmet ;
Tasan, Ali Serdar ;
Akyol, Sebnem Demirkol .
HUMAN FACTORS AND ERGONOMICS IN MANUFACTURING & SERVICE INDUSTRIES, 2017, 27 (02) :96-115
[10]   Multi-objective assembly line balancing considering component picking and ergonomic risk [J].
Bortolini, Marco ;
Faccio, Maurizio ;
Gamberi, Mauro ;
Pilati, Francesco .
COMPUTERS & INDUSTRIAL ENGINEERING, 2017, 112 :348-367