Human modeling and interaction in cyber-physical systems: A reference framework

Şahinel, Doruk; Akpolat, Cem; Görür, O. Can; Sivrikaya, Fikret; Albayrak, Şahin

doi:10.1016/j.jmsy.2021.03.002

Cited by 25 publications

(10 citation statements)

References 39 publications

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“…X X [6] To develop a domain agnostic cyber physical social meta model for system design. X [32] Matching best operator to task and provision of a human data model to provide uniform service interfaces upon user request to complex IoT system. Lab evaluation.…”

Section: Xmentioning

confidence: 99%

“…Representation of humans most commonly concerned their knowledge, skill, qualification and learning [20,21,32,39]. These attributes were mapped according to existing models of job role and skill requirement.…”

Section: Rq2: How Are Humans Considered?mentioning

confidence: 99%

“…Suitable measures for assessing cognitive load in dynamic environments whilst minimising invasiveness of data capture are required. Sahinel et al [32] suggest the use of NASA TLX [57] to evaluate cognitive load, but this rating scale would be complex to implement in real time and add cognitive load to tasks. They also suggest that a robot may intervene with the human if a fault is detected, without consideration on the effect of this intervention on human behaviour and wellbeing.…”

Section: Collaboration and Allocation Of Functionmentioning

confidence: 99%

See 2 more Smart Citations

A review of design frameworks for human‐cyber‐physical systems moving from industry 4 to 5

van‐Lopik,

Hayward,

Grant

et al. 2023

IET Cyber-Phy Sys Theory & Ap

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Within the Industry 4.0 landscape, humans collaborate with cyber and physical elements to form human‐cyber‐physical systems (HCPS). These environments are increasingly complex and challenging workspaces due to increasing levels of automation and data availability. An effective system design requires suitable frameworks that consider human activities and needs whilst supporting overall system efficacy. Although several reviews of frameworks for technology were identified, none of these focused on the human in the system (moving towards Industry 5). The critical literature review presented provides a summary of HCPS frameworks, maps the considerations for a human in HCPS, and provides insight for future framework and system development. The challenges, recommendations, and areas for further research are discussed.

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Section: Xmentioning

confidence: 99%

Section: Rq2: How Are Humans Considered?mentioning

confidence: 99%

Section: Collaboration and Allocation Of Functionmentioning

confidence: 99%

See 1 more Smart Citation

A review of design frameworks for human‐cyber‐physical systems moving from industry 4 to 5

van‐Lopik,

Hayward,

Grant

et al. 2023

IET Cyber-Phy Sys Theory & Ap

View full text Add to dashboard Cite

show abstract

“…This direct interaction of different components with one another for making real-time decisions characterizes the uniqueness of CPS [15] compared to traditional critical infrastructure systems. At the same time, it also poses the challenges of modeling the decision-making process of each agent within a CPS to maximize the combined benefits while maintaining system constraints [16].…”

Section: Introductionmentioning

confidence: 99%

A Survey of Cyber-Physical Systems From a Game-Theoretic Perspective

et al. 2023

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With the emergence of the Internet-of-Things (IoT), artificial intelligence, and communication technologies, cyber-physical systems (CPS) have revolutionized the engineering paradigm with profound applications in many aspects of society including homes, energy, agriculture, health-care, transportation, business, and manufacturing. A CPS uses suitable computational techniques such as game theory to enable different entities to interact with one another for taking necessary actions to obtain selected objectives. Recent literature on CPS has extensively used game theory to approach a variety of technical challenges. In order to make these contributions more accessible to a broader audience, there is a need for studies that can provide readers with a comprehensive understanding of different types of CPS and their attributes, then clearly outline why game theory is relevant for modeling different aspects of CPS, and also discuss how game theory has been used in relevant literature to date. This paper bridges this gap by 1) providing a general discussion of different types of CPS and their characteristics; 2) giving an overview of different types of game-theoretic approaches; 3) explaining why game theory is appropriate for modeling different types of CPS; and 4) finally, studying how game theory has been used in different CPS types to address their challenges. Further, we also identify some key research challenges for future investigation where game theory could be applied as a potential solution.

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“…Cyber-Physical-Human System (CPHS) is a new computing paradigm whose essence lies in "full-stack and whole network information on demand." e active human interaction and participation in CPS processing foster the emergence of CPHS, in which multiple participants work together to achieve the system goals [1]. CPHS typically consists of interconnected different resource providers (RPs) that communicate across time and space and provides an ideal paradigm for the design and construction of intelligent environments with command and control [2][3][4][5].…”

Section: Introductionmentioning

confidence: 99%

Hybrid Resource Modeling and Scheduling Platform Based on Multisource Cooperation for Cyber-Physical-Human System

Zhu

Wang²,

2021

Mobile Information Systems

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Cyber-Physical-Human System (CPHS) is receiving increasing attention as an interrelated system that integrates computing, physical, and human resources. Different from existing computing paradigms, CPHS generally comprises heterogeneous software and hardware resources from multiple resource providers and allows interaction among them. The existing research on resource scheduling either focuses on traditional computing resources without consideration of physical environmental factors or is limited to specific application fields, making it difficult to promote and apply across domains. In this paper, we design and implement an application-independent CPHS resource scheduling platform based on a self-defined hybrid resource model. The platform provides a complete instantiation environment for all kinds of CPHS resources and their interactions and supports flexible customization of various resource scheduling strategies. We have injected several different resource scheduling policies into this platform, and the execution results are in line with expectations. The platform is extended to be implemented based on mainstream technologies that have been widely practiced, and the code is open source.

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Human modeling and interaction in cyber-physical systems: A reference framework

Cited by 25 publications

References 39 publications

A review of design frameworks for human‐cyber‐physical systems moving from industry 4 to 5

A review of design frameworks for human‐cyber‐physical systems moving from industry 4 to 5

A Survey of Cyber-Physical Systems From a Game-Theoretic Perspective

Hybrid Resource Modeling and Scheduling Platform Based on Multisource Cooperation for Cyber-Physical-Human System

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