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Automated model generation framework for material flow simulations of production systems

International journal of production research, 2024-01, Vol.62 (1-2), p.141-156

2024

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Ontology-Based Production Simulation with OntologySim

Applied sciences, 2022-02, Vol.12 (3), p.1608

2022

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Pattern Recognition in Multivariate Time Series: Towards an Automated Event Detection Method for Smart Manufacturing Systems

Journal of Manufacturing and Materials Processing, 2020-09, Vol.4 (3), p.88

2020

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Machine Learning in Manufacturing towards Industry 4.0: From ‘For Now’ to ‘Four-Know’

Applied sciences, 2023-02, Vol.13 (3), p.1903

2023

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Queue Length Forecasting in Complex Manufacturing Job Shops

Forecasting, 2021-06, Vol.3 (2), p.322-338

2021

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Managing product-inherent constraints with artificial intelligence: production control for time constraints in semiconductor manufacturing

Journal of intelligent manufacturing, 2024-08

2024

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Explainable reinforcement learning in production control of job shop manufacturing system

International journal of production research, 2022-10, Vol.60 (19), p.5812-5834

2022

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Reinforcement learning for sustainability enhancement of production lines

Journal of intelligent manufacturing, 2023-11

2023

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Opportunistic maintenance scheduling with deep reinforcement learning

Journal of manufacturing systems, 2022-07, Vol.64, p.518-534

2022

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Modelling and condition-based control of a flexible and hybrid disassembly system with manual and autonomous workstations using reinforcement learning

Journal of intelligent manufacturing, 2022-02, Vol.33 (2), p.575-591

2022

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Solving sustainable aggregate production planning with model predictive control

CIRP annals, 2023, Vol.72 (1), p.421-424

2023

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IIoT System Canvas — From architecture patterns towards an IIoT development framework

Journal of manufacturing systems, 2024-02, Vol.72, p.437-459

2024

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Creation and validation of systems for product and process configuration based on data analysis

Production engineering (Berlin, Germany), 2023-04, Vol.17 (2), p.263-277

2023

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View planning in the visual inspection for remanufacturing using supervised- and reinforcement learning approaches

CIRP journal of manufacturing science and technology, 2024-10, Vol.53, p.128-138

2024

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Framework for automatic production simulation tuning with machine learning

Procedia CIRP, 2024, Vol.121, p.49-54

2024

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Reinforcement learning for energy-efficient control of parallel and identical machines

CIRP journal of manufacturing science and technology, 2023-09, Vol.44, p.91-103

2023

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Classifying Parts using Feature Extraction and Similarity Assessment

Procedia CIRP, 2023, Vol.119, p.822-827

2023

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Decentralized Multi-Agent Production Control through Economic Model Bidding for Matrix Production Systems

Procedia CIRP, 2021, Vol.96, p.3-8

2021

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Towards narrowing the reality gap in electromechanical systems: error modeling in virtual commissioning

Production engineering (Berlin, Germany), 2023-06, Vol.17 (3-4), p.535-545

2023

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A Systematic Approach to Task Assignment and Production Planning in Disassembly with Employee Skills

Procedia CIRP, 2023, Vol.120, p.958-963

2023

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Human-centered Digital Shopfloor Management Implementation and Acceptance Model

Procedia CIRP, 2023, Vol.120, p.1321-1326

2023

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Planning and Multi-Objective Optimization of Production Systems by means of Assembly Line Balancing

Procedia CIRP, 2023, Vol.120, p.1125-1130

2023

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Automated Derivation of Optimal Production Sequences from Product Data

Procedia CIRP, 2022, Vol.107, p.469-474

2022

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Product Generation Module: Automated Production Planning for optimized workload and increased efficiency in Matrix Production Systems

Procedia CIRP, 2021, Vol.96, p.45-50

2021

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Applying Natural Language Processing in Manufacturing

Procedia CIRP, 2022, Vol.115, p.184-189

2022

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Automated model generation framework for material flow simulations of production systems

Ontology-Based Production Simulation with OntologySim

Pattern Recognition in Multivariate Time Series: Towards an Automated Event Detection Method for Smart Manufacturing Systems

Machine Learning in Manufacturing towards Industry 4.0: From ‘For Now’ to ‘Four-Know’

Queue Length Forecasting in Complex Manufacturing Job Shops

Managing product-inherent constraints with artificial intelligence: production control for time constraints in semiconductor manufacturing

Explainable reinforcement learning in production control of job shop manufacturing system

Reinforcement learning for sustainability enhancement of production lines

Opportunistic maintenance scheduling with deep reinforcement learning

Modelling and condition-based control of a flexible and hybrid disassembly system with manual and autonomous workstations using reinforcement learning

Solving sustainable aggregate production planning with model predictive control

IIoT System Canvas — From architecture patterns towards an IIoT development framework

Creation and validation of systems for product and process configuration based on data analysis

View planning in the visual inspection for remanufacturing using supervised- and reinforcement learning approaches

Framework for automatic production simulation tuning with machine learning

Reinforcement learning for energy-efficient control of parallel and identical machines

Classifying Parts using Feature Extraction and Similarity Assessment

Decentralized Multi-Agent Production Control through Economic Model Bidding for Matrix Production Systems

Towards narrowing the reality gap in electromechanical systems: error modeling in virtual commissioning

A Systematic Approach to Task Assignment and Production Planning in Disassembly with Employee Skills

Human-centered Digital Shopfloor Management Implementation and Acceptance Model

Planning and Multi-Objective Optimization of Production Systems by means of Assembly Line Balancing

Automated Derivation of Optimal Production Sequences from Product Data

Product Generation Module: Automated Production Planning for optimized workload and increased efficiency in Matrix Production Systems

Applying Natural Language Processing in Manufacturing

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