Development and initial usability evaluation of a digital tool for simulation-based multi-objective optimization of productivity and worker well-being

被引:0
|
作者
Pascual, Aitor Iriondo [1 ]
Hogberg, Dan [1 ]
Syberfeldt, Anna [1 ]
Brolin, Erik [1 ]
机构
[1] Univ Skovde, Sch Engn Sci, S-54128 Skovde, Sweden
关键词
Ergonomics; Digital human modelling; Productivity; Simulation; Optimization; ERGONOMICS; DESIGN; ALGORITHM; CRITERIA;
D O I
10.1016/j.aei.2024.102726
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Engineers use modelling and simulation techniques to efficiently create, evaluate, and optimize design solutions. In an industrial production context, engineers often need to consider requirements related to both productivity and worker well-being in order to find successful design solutions. However, simulations related to productivity and worker well-being respectively, are typically carried out by different engineering roles, using different digital tools. This lack of integrated work procedure could lead to inefficient development processes and suboptimal design solutions. Additionally, since performing multi-objective optimizations is likely to be seen as a complicated task by engineers in areas such as design engineering, production engineering, and ergonomics, requiring specific knowledge and skills, such tasks are typically performed by engineers specialized on optimization. This paper presents the development and usability evaluation of a digital tool that supports engineers not specialized in optimization to define and perform simulation-based multi-objective optimizations of requirements related to both productivity and worker well-being in an automated and simultaneous manner. The digital tool is the result of research carried out over a period of four years, following an iterative development and assessment process by the means of use cases, done in close collaboration with potential users of the digital tool, i.e. engineers at several companies. The usability evaluation of the digital tool shows that potential users in the industry view the tool as a promising support for performing their engineering tasks in a more efficient and integrated manner.
引用
收藏
页数:15
相关论文
共 50 条
  • [31] Availability Analysis of Reconfigurable Manufacturing System Using Simulation-Based Multi-Objective Optimization
    Diaz, Carlos Alberto Barrera
    Navarro, Andres Del Riego
    Perez, Alvaro Rico
    Nourmohammadi, Amir
    SPS 2022, 2022, 21 : 369 - 379
  • [32] Simulation-based Optimization Using Genetic Algorithms for Multi-objective Flexible JS']JSSP
    Nicoara, Elena Simona
    Filip, Florin Gheorghe
    Paraschiv, Nicolae
    STUDIES IN INFORMATICS AND CONTROL, 2011, 20 (04): : 333 - 344
  • [33] Simulation-based multi-objective optimization for roll shifting strategy in hot strip mill
    Wei-gang Li
    Journal of Central South University, 2013, 20 : 1226 - 1234
  • [34] Optimal subtransmission switching using a reliability simulation-based multi-objective optimization model
    Sergio, Zambrano-Asanza
    Tatiana, Proano Barros
    Stalin, Banegas Dutan
    Edwin, Lema Guaman
    Fredy, Franco John
    ELECTRIC POWER SYSTEMS RESEARCH, 2022, 210
  • [35] Simulation-based multi-objective optimization for roll shifting strategy in hot strip mill
    李维刚
    Journal of Central South University, 2013, 20 (05) : 1226 - 1234
  • [36] Modular Framework for Simulation-Based Multi-objective Optimization of a Cryogenic Air Separation Unit
    Piguave, Bryan V.
    Salas, Santiago D.
    De Cecchis, Dany
    Romagnoli, Jose A.
    ACS OMEGA, 2022, 7 (14): : 11696 - 11709
  • [37] New simulation-based frameworks for multi-objective reliability-based design optimization of structures
    Hamzehkolaei, Naser Safaeian
    Miri, Mahmoud
    Rashki, Mohsen
    APPLIED MATHEMATICAL MODELLING, 2018, 62 : 1 - 20
  • [38] A simulation-based multi-objective optimization study of the fleet sizing problem in the offshore industry
    Hamidreza Eskandari
    Ehsan Mahmoodi
    Maritime Economics & Logistics, 2016, 18 : 436 - 457
  • [39] A Simulation-Based Multi-Objective Optimization Framework for the Production Planning in Energy Supply Chains
    Chen, Shiyu
    Wang, Wei
    Zio, Enrico
    ENERGIES, 2021, 14 (09)
  • [40] AN APPLIED FRAMEWORK FOR SIMULATION-BASED MULTI-OBJECTIVE OPTIMISATION WITHIN PRODUCTION SYSTEM DEVELOPMENT
    Pehrsson, Leif
    Ng, Amos H. C.
    ISC'2011: 9TH INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE, 2011, : 121 - 128