Exploring Human Behaviour in Cyber-Physical Systems with Multi-modelling and Co-simulation

被引:1
作者
Pierce, Ken [1 ]
Gamble, Carl [1 ]
Golightly, David [2 ]
Palacin, Roberto [2 ]
机构
[1] Newcastle Univ, Sch Comp, Newcastle Upon Tyne, Tyne & Wear, England
[2] Newcastle Univ, Sch Engn, Newcastle Upon Tyne, Tyne & Wear, England
来源
FORMAL METHODS. FM 2019 INTERNATIONAL WORKSHOPS, PT II | 2020年 / 12233卷
关键词
Cyber-physical systems; Ergonomics; Human behaviour; Multi-modelling;
D O I
10.1007/978-3-030-54997-8_16
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Definitions of cyber-physical systems often include humans within the system boundary, however design techniques often focus on the technical aspects and ignore this important part of the system. Multi-modelling and co-simulation offer a way to bring together models from different disciplines to capture better the behaviours of the overall system. In this paper we present some initial results of incorporating ergonomic models of human behaviours within a cyber-physical multi-model. We present three case studies, from the autonomous aircraft and railway sectors, including initial experiments, and discuss future directions.
引用
收藏
页码:237 / 253
页数:17
相关论文
共 42 条
[1]  
Alfredson J., 2018, P ICAS C
[2]   An integrated theory of the mind [J].
Anderson, JR ;
Bothell, D ;
Byrne, MD ;
Douglass, S ;
Lebiere, C ;
Qin, YL .
PSYCHOLOGICAL REVIEW, 2004, 111 (04) :1036-1060
[3]   Hybrid Simulators for Product Service-Systems - innovation potential demonstrated on urban bike mobility [J].
Beckmann-Dobrev, Boris ;
Kind, Simon ;
Stark, Rainer .
CIRP 25TH DESIGN CONFERENCE INNOVATIVE PRODUCT CREATION, 2015, 36 :78-82
[4]  
Blanchonette P., 2010, Technical report DSTO-TR-2364
[5]   On the multi-agent stochastic simulation of occupants in buildings [J].
Chapman, Jacob ;
Siebers, Peer-Olaf ;
Robinson, Darren .
JOURNAL OF BUILDING PERFORMANCE SIMULATION, 2018, 11 (05) :604-621
[6]   Developing operator capacity estimates for supervisory control of autonomous vehicles [J].
Cummings, M. L. ;
Guerlain, Stephanie .
HUMAN FACTORS, 2007, 49 (01) :1-15
[7]  
Cummings M.L., 2010, NEUROCOGNITIVE PHYSI, P23
[8]   Simulating the influence of physical overload on assembly line performance: A case study in an automotive electrical component plant [J].
de Mottos, Diego Luiz ;
Neto, Rafael Ariente ;
Diaz Merino, Eugenio Andres ;
Forcellini, Fernando Antnio .
APPLIED ERGONOMICS, 2019, 79 :107-121
[9]  
Filippi S., 2014, LNCS, V8517, P185, DOI [10.1007/978-3-319-07668-319, DOI 10.1007/978-3-319-07668-319]
[10]  
Fitzgerald J., 2016, P INCOSE INT S SYST