Intelligent Mathematical Modelling Agent for Supporting Decision-Making at Industry 4.0

2018 ◽  
pp. 152-162 ◽  
Author(s):  
Edrisi Muñoz ◽  
Elisabet Capón-García
Keyword(s):  
Decision Making ◽  
Mathematical Modelling ◽  
Industry 4.0

scholarly journals Exploitation Policy in the Aspect of Industry 4.0 Concept – Overview of Selected Research

2018 ◽  
Vol 1 (1) ◽  
pp. 353-359
Author(s):  
Anna Timofiejczuk ◽  
Jaroslaw Brodny ◽  
Andrzej Loska
Keyword(s):  
Decision Making ◽  
Product Development ◽  
Industry 4.0 ◽  
Maintenance Management ◽  
Research Results ◽  
Production Processes ◽  
Decision Making Processes ◽  
Technical Systems

Abstract The article is a review of completed research on developed and implemented innovative and technologically advanced technical systems. According to the Industry 4.0 concept they can have a significant impact on the efficiency of production processes and product development. In this perspective, the key aspect seems to be maintenance management of technical systems, realized both in the operate phase as well as during service and repair works. There were discussed research results of authors and developed application solutions supporting decision-making processes, in terms of three main periods of realization of exploitation processes: short, medium and long-term.

Scrutinizing the Barriers That Impede Industry 4.0 Projects

2019 ◽  
pp. 294-314
Author(s):  
Ömür Yaşar Saatçioğlu ◽  
Nergis Özispa ◽  
Gökçe T. Kök
Keyword(s):  
Decision Making ◽  
Data Integration ◽  
Industry 4.0 ◽  
Implementation Process ◽  
Structural Modeling ◽  
The Other ◽  
Research Institutions ◽  
Integration Process ◽  
Interpretive Structural Modeling ◽  
Utmost Care

The concept of Industry 4.0 has recently attracted attention from academics, research institutions, and companies. In order for projects to achieve success in Industry 4.0, project specifications must be known and they must be conducted with utmost care. While Industry 4.0 projects ensure lots of advantages, they encounter many risks such as data integration, process flexibility, and security problems. Identification of barriers to Industry 4.0 is important for the success of the projects. The aim of the chapter is to determine the Industry 4.0 barriers in implementation process in Turkey's conditions investigate the interrelations among them and develop a model that can measure the interacting effects of the barriers on the other barriers in the Industry 4.0 implementation process. To reach that aim, interpretive structural modeling (ISM) and decision-making trail and evaluation laboratory (DEMATEL) are used. According to results, one of the most important findings is the lack of digital vision which found as the only affecting barrier and it affects all the other barriers.

Decision Making Under Uncertainty and Risks in the Face of Rapidly Advancing Technologies

2019 ◽  
pp. 38-56
Author(s):  
Vicente González-Prida Díaz ◽  
Jesus Pedro Zamora Bonilla ◽  
Pablo Viveros Gunckel
Keyword(s):  
Decision Making ◽  
Social Perception ◽  
Industry 4.0 ◽  
Future Research ◽  
Risk And Uncertainty ◽  
Research Directions ◽  
The Face ◽  
Future Research Directions ◽  
Key Aspects ◽  
Reduction Of Uncertainty

This chapter aims to consider the effects of the new concept Industry 4.0 on decision making, particularly on the reduction of uncertainty and the risk associated with any choice between alternatives. For this purpose, this chapter begins by dealing with the concepts of risk and uncertainty and their epistemological evolution. After observing certain trends and recent studies in this regard, the authors address a more philosophical perception of risk, mainly on aspects related to engineering and social perception. The concept of human reliability will also be reviewed and how it can be improved with the application of emerging technologies, considering some methodological proposals to improve the decision making. After that, some of the possible future research directions will be briefly discussed. Finally, the chapter concludes by highlighting key aspects of the chapter as a context for other chapters in the book.

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