Symbiotic simulation system: Hybrid systems model meets big data analytics

BS Onggo, N Mustafee, A Smart… - 2018 Winter …, 2018 - ieeexplore.ieee.org
Symbiotic simulation is one of Industry 4.0 technologies that enables interaction between a
physical system and the simulation model that represents it as its digital twin. Symbiotic …

From hybrid simulation to hybrid systems modelling

N Mustafee, JH Powell - 2018 Winter Simulation Conference …, 2018 - ieeexplore.ieee.org
Hybrid Simulation (HS) is the combined application of simulation approaches like SD, DES
and ABS in the model implementation stage of a simulation study. Its objective is to better …

Hybrid simulation: Historical lessons, present challenges and futures

T Eldabi, M Balaban, S Brailsford… - 2016 Winter …, 2016 - ieeexplore.ieee.org
Hybrid Simulation comes in many shapes and forms. It has been argued by many
researchers that Hybrid Simulation (HS) provides more and better insights into the real-life …

Hybrid simulation studies and hybrid simulation systems: definitions, challenges, and benefits

N Mustafee, J Powell, SC Brailsford… - 2015 Winter …, 2015 - ieeexplore.ieee.org
Hybrid Simulation (HS) is not new. However there is contention in academic discourse as to
what qualifies as HS? Is there a distinction between multi-method, multi-paradigm and HS …

From simulation to experimentable digital twins: Simulation-based development and operation of complex technical systems

M Schluse, J Rossmann - 2016 IEEE international symposium …, 2016 - ieeexplore.ieee.org
Way beyond its industrial roots, robotics evolved to be a highly interdisciplinary field with a
variety of applications in a smart world. The eRobotics methodology addresses this …

Research issues in symbiotic simulation

H Aydt, SJ Turner, W Cai… - Proceedings of the 2009 …, 2009 - ieeexplore.ieee.org
Symbiotic simulation is a paradigm in which a simulation system and a physical system are
closely associated with each other. This close relationship can be mutually beneficial. The …

A simulation-based architecture for smart cyber-physical systems

T Gabor, L Belzner, M Kiermeier… - 2016 IEEE …, 2016 - ieeexplore.ieee.org
In order to accurately predict future states of a smart cyber-physical system, which can
change its behavior to a large degree in response to environmental influences, the …

A conceptual comparison between discrete and continuous simulation to motivate the hybrid simulation methodology

TB Brito, EFC Trevisan, RC Botter - Proceedings of the 2011 …, 2011 - ieeexplore.ieee.org
The aim of this essay is to encourage the application of the hybrid simulation, combining the
discrete and the continuous simulation methodologies. With a conceptual literature review of …

Reflections on two approaches to hybrid simulation in healthcare

J Viana - Proceedings of the Winter Simulation Conference …, 2014 - ieeexplore.ieee.org
Hybrid simulation, the combination of simulation paradigms to address a problem is
becoming more popular as the problems we are presented with become more complex. This …

Purpose and benefits of hybrid simulation: contributing to the convergence of its definition

N Mustafee, S Brailsford, A Djanatliev… - 2017 winter …, 2017 - ieeexplore.ieee.org
There is a growing trend in the number of M&S studies that report on the use of Hybrid
Simulation. However, the meaning and the usage of the term varies considerably. Indeed …