Human-in-the-Loop Cyber-Physical Production Systems Control (HiLCP2sC): A Multi-objective Interactive Framework Proposal

Gaham, Mehdi; Bouzouia, Brahim; Achour, Nouara

doi:10.1007/978-3-319-15159-5_29

Cited by 24 publications

(13 citation statements)

References 13 publications

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“…However, CPS shows novel characteristics of autonomy, reactivity, proactiveness [15]. The integration of humans in these types of systems is being researched from different angles: humanmachine interface [16]; human in the loop of control [17] and coordination [18], besides the ICT architecture mentioned in section A. This recent literature appears rather scattered and, due to the still rather low degree of diffusion of CPS in production, with low empiric base.…”

Section: B Automation Cognitive Automation (Work Task Analysis) Humentioning

confidence: 99%

Exploring the integration of the human as a flexibility factor in CPS enabled manufacturing environments: Methodology and results

Fantini

Tavola

Taisch

et al. 2016

IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society

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Abstract-Cyber Physical Systems (CPS) are expected to shape the evolution of production towards the fourth industrial revolution named Industry 4.0. The increasing integration of manufacturing processes and the strengthening of the autonomous capabilities of manufacturing systems make investigating the role of humans a primary research objective in view of emerging social and demographic megatrends. Understanding how the employees can be better integrated to enable increased flexibility in manufacturing systems is a prerequisite to allow technological solutions, as well as humans, to harness their full potential. Humans can supervise and adjust the settings, be a source of knowledge and competences, can diagnose situations, take decisions and several other activities influencing manufacturing performances, overall providing additional degrees of freedom to the systems. This paper, studies two different integration models: Human-in-the-Loop and Human-in-the-Mesh. They are both analysed in the context of four industrial cases of deployment of cyber physical systems in production.

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Section: B Automation Cognitive Automation (Work Task Analysis) Humentioning

confidence: 99%

Exploring the integration of the human as a flexibility factor in CPS enabled manufacturing environments: Methodology and results

Fantini

Tavola

Taisch

et al. 2016

IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society

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“…Short-term fatigue measurement [16,[19][20][21][22][23][24][25][26][27][28][29][30][31][32][33] Reduction of fatigue [7,15,24,[34][35][36][37][38][39][40][41][42][43] Integration of human short-term fatigue in an industrial decision system [2,[44][45][46][47][48][49][50][51][52][53][54][55]…”

Section: Short-term Fatiguementioning

confidence: 99%

“…Safety and human factors have gained importance through the years as decision variables in industry, in order to achieve sustainability. The development of new technologies and CPPS have enabled the important potential of the automation of tasks; however, human-in-the-loop tasks are still indispensable because some tasks cannot be automated [48,52]. Within the CPPS paradigm, human operators require more technological performance in order to perform manufacturing tasks [51].…”

Section: Integration Of Human Short-term Fatigue Into An Industrial Decision Systemmentioning

confidence: 99%

Health-Related Parameters for Evaluation Methodologies of Human Operators in Industry: A Systematic Literature Review

et al. 2021

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Human factors have always been an important part of research in industry, but more recently the idea of sustainable development has attracted considerable interest for manufacturing companies and management practitioners. Incorporating human factors into a decision system is a difficult challenge for manufacturing companies because the data related to human factors are difficult to sense and integrate into the decision-making processes. Our objectives with this review are to propose an overview of the different methods to measure human factors, of the solutions to reduce the occupational strain for workers and of the technical solutions to integrate these measures and solutions into a complex industrial decision system. The Scopus database was systematically searched for works from 2014 to 2021 that describe some aspects of human factors in industry. We categorized these works into three different classes, representing the specificity of the studied human factor. This review aims to show the main differences between the approaches of short-term fatigue, long-term physical strain and psychosocial risks. Long-term physical strain is the subject that concentrates the most research efforts, mainly with physical and simulation techniques to highlight physical constraints at work. Short-term fatigue and psychosocial constraints have become a growing concern in industry due to new technologies that increase the requirements of cognitive activities of workers. Human factors are taking an important place in the sustainable development of industry, in order to ameliorate working conditions. However, vigilance is required because health-related data creation and exploitation are sensible for the integrity and privacy of workers.

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“…In both first and second scenario, it is the combination between calculation abilities of CPS and communication with human capacities that enable the enhancement of the performance of the cooperation system. Frameworks such as HilCP²SC (Human-in-the-Loop Cyber-Physical Production Systems Control) are being developed [77], in order to offer the possibility to integrate the preferences of the human in a multi-objective decision making context led by the CPS. More than a framework, it is probably necessary to modify the (manufacturing) distributed systems design paradigm, using CPS reference models that need to be anthropocentric, such as those suggested by [78] or [79] for example.…”

Section: Hmi: Human-machine Interactionmentioning

confidence: 99%

“…The current developments in artificial intelligence are probably an interesting lever for enhancing the cognition level of the various applications. [75,77,83,85,86,87,88] After several decades of questions about the best network standards to be used in manufacturing context, classical TCP/IP (wireless or not) is now globally used for the high-level communications level. For low-level ones and the interconnection between them, the studied articles rarely give the implementation details.…”

Section: Using the Framework To Draw Preliminary Conclusion On Cpps D...mentioning

confidence: 99%

Classification of cyber-physical production systems applications: Proposition of an analysis framework

Cardin

2019

Computers in Industry

113

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Cyber-physical systems have encountered a huge success in the past decade in several scientific communities, and specifically in production topics. The main attraction of the concept relies in the fact that it encompasses many scientific topics that were distinct before. The downside is the lack of readability of the current developments about cyber-physical production systems (CPPS). Indeed, the large scientific area of CPPS makes it difficult to identify clearly and rapidly, in the various applications that were made of CPPS, what are the choices, best practices and methodology that are suggested and that could be used for a new application. This work intends to introduce an analysis framework able to classify those developments. An extensive study of literature enabled to extract the major criteria that are to be used in the framework, namely: Development Extent; Research Axis; Instrumenting; Communication standards; Intelligence deposit; Cognition level; Human factor. Several recent examples of CPPS developments in literature are used to illustrate the use of the framework and brief conclusions are drawn from the comparative analysis of those examples.

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Human-in-the-Loop Cyber-Physical Production Systems Control (HiLCP2sC): A Multi-objective Interactive Framework Proposal

Cited by 24 publications

References 13 publications

Exploring the integration of the human as a flexibility factor in CPS enabled manufacturing environments: Methodology and results

Exploring the integration of the human as a flexibility factor in CPS enabled manufacturing environments: Methodology and results

Health-Related Parameters for Evaluation Methodologies of Human Operators in Industry: A Systematic Literature Review

Classification of cyber-physical production systems applications: Proposition of an analysis framework

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