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Towards Socio-Cyber-Physical Systems in Production Networks
The adoption of Cyber-Physical Systems (CPS) in production networks enables new potential for improved efficiency, accountability, sustainability and scalability. In terms of production and transportExpand
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Data-driven production control for complex and dynamic manufacturing systems
TLDR
A data-driven adaptive planning and control approach that uses simulation-based optimization to determine most suitable dispatching rules in real-time under varying conditions. Expand
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A supervised machine learning approach to data-driven simulation of resilient supplier selection in digital manufacturing
TLDR
We conceptualize an entirely different approach to analyzing the risk profiles of supplier performance under uncertainty by utilizing the data analytics capabilities in digital manufacturing, and examine its applications to data-driven decision-making support in resilient supplier selection. Expand
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Solving the Job-Shop Scheduling Problem in the Industry 4.0 Era
TLDR
This paper proposes a data exchange framework in order to deal with the JSP considering the state-of-the-art technology regarding MAS, CPS and industrial standards. Expand
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Potential of data-driven simulation-based optimization for adaptive scheduling and control of dynamic manufacturing systems
TLDR
The increasing customization of products, which leads to greater variances and smaller lot sizes, requires highly flexible manufacturing systems. Expand
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Towards Intelligent Maintenance Systems: Rescuing Human Operator and Context Factors
Abstract Current technologies have used embedded devices for degradation monitoring based on Condition-Based Maintenance (CBM) paradigm for critical parts of equipments. Intelligent MaintenanceExpand
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Spare parts supply chains' operational planning using technical condition information from intelligent maintenance systems
TLDR
We propose and test a procedure to integrate demand forecasts derived from technical condition information into the operational planning of spare parts supply chains. Expand
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Hybrid approach for the integrated scheduling of production and transport processes along supply chains
The rise of new information and communication technologies leads to enhanced information transparency in supply chains. In order to utilise the resulting potentials, novel scheduling approaches thatExpand
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A Data-Driven Simulation-Based Optimisation Approach for Adaptive Scheduling and Control of Dynamic Manufacturing Systems
The increasing customisation of products, which leads to higher numbers of product variants with smaller lot sizes, requires a high flexibility of manufacturing systems. These systems are subject toExpand
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Potential of a Multi-Agent System Approach for Production Control in Smart Factories
TLDR
Multi-Agent Systems are a promising approach to exploit the new technologies in order to achieve improved planning and control performance. Expand
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