Artificial intelligence for industry 4.0: Systematic review of applications, challenges, and opportunities
Many industry sectors have been pursuing the adoption of Industry 4.0 (I4. 0) ideas and
technologies, which promise to realize lean and just-in-time production through digitization …
technologies, which promise to realize lean and just-in-time production through digitization …
Robust assembly assistance using informed tree search with Markov chains
Manual work accounts for one of the largest workgroups in the European manufacturing
sector, and improving the training capacity, quality, and speed brings significant competitive …
sector, and improving the training capacity, quality, and speed brings significant competitive …
Assembly assistance system with decision trees and ensemble learning
This paper presents different prediction methods based on decision tree and ensemble
learning to suggest possible next assembly steps. The predictor is designed to be a …
learning to suggest possible next assembly steps. The predictor is designed to be a …
Real-time assembly support system with hidden markov model and hybrid extensions
This paper presents a context-aware adaptive assembly assistance system meant to support
factory workers by embedding predictive capabilities. The research is focused on the …
factory workers by embedding predictive capabilities. The research is focused on the …
Towards an assembly support system with dynamic bayesian network
Due to the new technological advancements and the adoption of Industry 4.0 concepts, the
manufacturing industry is now, more than ever, in a continuous transformation. This work …
manufacturing industry is now, more than ever, in a continuous transformation. This work …
Recognising Worker Intentions by Assembly Step Prediction
This paper presents a novel approach to recognize a worker's intentions for assistive
systems in manual assembly. Building on previous research, it introduces a process …
systems in manual assembly. Building on previous research, it introduces a process …
Towards a flexible smart factory with a dynamic resource orchestration
Amid the current industrial revolution, a total disruption of the existing production lines may
seem to be the easiest approach, as the potential possibilities seem limitless when starting …
seem to be the easiest approach, as the potential possibilities seem limitless when starting …
Towards a Formal Specification of Human Worker for Industry 4.0
Industry 4.0 aims to build open and intelligent manufacturing platforms in which humans,
machines, and other resources communicate with each other. Modeling techniques and …
machines, and other resources communicate with each other. Modeling techniques and …
[PDF][PDF] A Prototype of a Domain-Specific Modeling Language for Formal Specification of a Human Worker
The application of innovative technologies that foster smart production resources'
interconnectivity alongside the virtual space that facilities to support process simulation …
interconnectivity alongside the virtual space that facilities to support process simulation …
[PDF][PDF] Prediction-Based modeling and estimation in advanced computing systems
A Gellert - 2023 - webspace.ulbsibiu.ro
This habilitation thesis is a synopsis of the most important research achievements after the
PhD thesis in prediction-based modeling and estimation in topics like computer architecture …
PhD thesis in prediction-based modeling and estimation in topics like computer architecture …