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ArticlesPeer ReviewedFull Text
Designing an adaptive production control system using reinforcement learning
Author / Creator:Kuhnle, Andreas ; Kaiser, Jan-Philipp ; Theiß, Felix ; Stricker, Nicole ; Lanza, Gisela
Publisher:New York, NY: Springer US
Journal title:Journal of intelligent manufacturing, 2021-03, Vol.32 (3), p.855-876
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Modelling and condition-based control of a flexible and hybrid disassembly system with manual and autonomous workstations using reinforcement learning
Author / Creator:Wurster, Marco ; Michel, Marius ; May, Marvin Carl ; Kuhnle, Andreas ; Stricker, Nicole ; Lanza, Gisela
Publisher:New York, NY: Springer US
Journal title:Journal of intelligent manufacturing, 2022-02, Vol.33 (2), p.575-591
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Development and Application of Eddy Current Sensor Arrays for Process Integrated Inspection of Carbon Fibre Preforms
Author / Creator:Berger, Dietrich ; Lanza, Gisela
Publisher:Switzerland: MDPI AG
Journal title:Sensors (Basel, Switzerland), 2017-12, Vol.18 (1), p.4
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Ontology-Based Production Simulation with OntologySim
Author / Creator:May, Marvin Carl ; Kiefer, Lars ; Kuhnle, Andreas ; Lanza, Gisela
Publisher:Basel: MDPI AG
Journal title:Applied sciences, 2022-02, Vol.12 (3), p.1608
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In-Process Monitoring of Hobbing Process Using an Acoustic Emission Sensor and Supervised Machine Learning
Author / Creator:Schiller, Vivian ; Klaus, Sandra ; Bilen, Ali ; Lanza, Gisela
Publisher:Basel: MDPI AG
Journal title:Algorithms, 2023-04, Vol.16 (4), p.183
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Pattern Recognition in Multivariate Time Series: Towards an Automated Event Detection Method for Smart Manufacturing Systems
Author / Creator:Kapp, Vadim ; May, Marvin Carl ; Lanza, Gisela ; Wuest, Thorsten
Publisher:Basel: MDPI AG
Journal title:Journal of Manufacturing and Materials Processing, 2020-09, Vol.4 (3), p.88
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Unlocking the Potential of Remanufacturing Through Machine Learning and Data-Driven Models—A Survey
Author / Creator:Kim, Yong Han ; Ye, Wei ; Kumar, Ritbik ; Bail, Finn ; Dvorak, Julia ; Tan, Yanchao ; May, Marvin Carl ; Chang, Qing ; Athinarayanan, Ragu ; Lanza, Gisela ; Sutherland, John W. ; Li, Xingyu ; Nath, Chandra
Publisher:Basel: MDPI AG
Journal title:Algorithms, 2024-12, Vol.17 (12), p.562
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Queue Length Forecasting in Complex Manufacturing Job Shops
Author / Creator:May, Marvin Carl ; Albers, Alexander ; Fischer, Marc David ; Mayerhofer, Florian ; Schäfer, Louis ; Lanza, Gisela
Publisher:Basel: MDPI AG
Journal title:Forecasting, 2021-06, Vol.3 (2), p.322-338
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Digitalization of automotive industry – scenarios for future manufacturing
Author / Creator:Peters, Steven ; Chun, Jung-Hoon ; Lanza, Gisela
Publisher:Les Ulis: EDP Sciences
Journal title:Manufacturing review (Ulis, France), 2016, Vol.3, p.1
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Automotive manufacturing technologies – an international viewpoint
Author / Creator:Peters, Steven ; Lanza, Gisela ; Ni, Jun ; Xiaoning, Jin ; Pei-Yun, Yi ; Colledani, Marcello
Publisher:Les Ulis: EDP Sciences
Journal title:Manufacturing review (Ulis, France), 2014, Vol.1, p.10
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Explainable reinforcement learning in production control of job shop manufacturing system
Author / Creator:Kuhnle, Andreas ; May, Marvin Carl ; Schäfer, Louis ; Lanza, Gisela
Publisher:London: Taylor & Francis
Journal title:International journal of production research, 2022-10, Vol.60 (19), p.5812-5834
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Development and analysis of digital twins of production systems
Author / Creator:Overbeck, Leonard ; Graves, Stephen C. ; Lanza, Gisela
Publisher:London: Taylor & Francis
Journal title:International journal of production research, 2024-05, Vol.62 (10), p.3544-3558
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Robust planning of production networks at an automotive supplier
Author / Creator:Bruetzel, Oliver ; Hörger, Moritz ; Foran, Anthony ; Benfer, Martin ; Nassehi, Aydin ; Lanza, Gisela
Journal title:International journal of production research, 2024-12, p.1-19
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Automated model generation framework for material flow simulations of production systems
Author / Creator:Carl May, Marvin ; Nestroy, Christian ; Overbeck, Leonard ; Lanza, Gisela
Publisher:London: Taylor & Francis
Journal title:International journal of production research, 2024-01, Vol.62 (1-2), p.141-156
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Approach for integrated product variant allocation and configuration adaption of global production networks featuring post-optimality analysis
Author / Creator:Hochdörffer, Jan ; Klenk, Felix ; Fusen, Thomas ; Häfner, Benjamin ; Lanza, Gisela
Publisher:London: Taylor & Francis
Journal title:International journal of production research, 2022-04, Vol.60 (7), p.2168-2192
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Selecting key performance indicators for production with a linear programming approach
Author / Creator:Stricker, Nicole ; Echsler Minguillon, Fabio ; Lanza, Gisela
Publisher:London: Taylor & Francis
Journal title:International journal of production research, 2017-10, Vol.55 (19), p.5537-5549
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Evolutionary cost-tolerance optimization for complex assembly mechanisms via simulation and surrogate modeling approaches: application on micro gears
Author / Creator:Khezri, Amirhossein ; Schiller, Vivian ; Goka, Edoh ; Homri, Lazhar ; Etienne, Alain ; Stamer, Florian ; Dantan, Jean-Yves ; Lanza, Gisela
Publisher:London: Springer London
Journal title:International journal of advanced manufacturing technology, 2023-06, Vol.126 (9-10), p.4101-4117
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ArticlesPeer ReviewedFull Text
Evolutionary Cost-Tolerance Optimization for Complex Assembly Mechanisms Via Simulation and Surrogate Modeling Approaches: Application on Micro Gears
Author / Creator:Khezri, Amirhossein ; Schiller, Vivian ; Goka, Edoh ; Homri, Lazhar ; Etienne, Alain ; Stamer, Florian ; Dantan, Jean Yves ; Lanza, Gisela
Publisher:Springer Verlag
Journal title:International journal of advanced manufacturing technology, 2023-06, Vol.126 (9-10)
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Optimisation of Lean and Green Strategy Deployment in Manufacturing Systems
Author / Creator:Lanza, Gisela ; Greinacher, Sebastian
Publisher:Zurich: Trans Tech Publications Ltd
Journal title:Applied Mechanics and Materials, 2015-10, Vol.794 (Progress in Production Engineering), p.478-485
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Robust assignment of customer orders with uncertain configurations in a production network for aircraft manufacturing
Author / Creator:Buergin, Jens ; Blaettchen, Philippe ; Kronenbitter, Juri ; Molzahn, Katharina ; Schweizer, Yannick ; Strunz, Caroline ; Almagro, Manuel ; Bitte, Frank ; Ruehr, Stephan ; Urgo, Marcello ; Lanza, Gisela
Publisher:London: Taylor & Francis
Journal title:International journal of production research, 2019-02, Vol.57 (3), p.749-763
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Showing 1 to 20 of 27 results

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Designing an adaptive production control system using reinforcement learning

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

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Development and Application of Eddy Current Sensor Arrays for Process Integrated Inspection of Carbon Fibre Preforms

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Ontology-Based Production Simulation with OntologySim

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In-Process Monitoring of Hobbing Process Using an Acoustic Emission Sensor and Supervised Machine Learning

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

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Unlocking the Potential of Remanufacturing Through Machine Learning and Data-Driven Models—A Survey

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Queue Length Forecasting in Complex Manufacturing Job Shops

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Digitalization of automotive industry – scenarios for future manufacturing

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Automotive manufacturing technologies – an international viewpoint

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Explainable reinforcement learning in production control of job shop manufacturing system

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Development and analysis of digital twins of production systems

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Robust planning of production networks at an automotive supplier

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Automated model generation framework for material flow simulations of production systems

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Approach for integrated product variant allocation and configuration adaption of global production networks featuring post-optimality analysis

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Selecting key performance indicators for production with a linear programming approach

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Evolutionary cost-tolerance optimization for complex assembly mechanisms via simulation and surrogate modeling approaches: application on micro gears

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Evolutionary Cost-Tolerance Optimization for Complex Assembly Mechanisms Via Simulation and Surrogate Modeling Approaches: Application on Micro Gears

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Optimisation of Lean and Green Strategy Deployment in Manufacturing Systems

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Robust assignment of customer orders with uncertain configurations in a production network for aircraft manufacturing

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