Machine Learning in Manufacturing towards Industry 4.0: From ‘For Now’ to ‘Four-Know’ von Chen, Tingting, Sampath, Vignesh, May, Marvin Carl, Shan, Shuo, Jorg, Oliver Jonas, Aguilar Martín, Juan José, Stamer, Florian, Fantoni, Gualtiero, Tosello, Guido, Calaon, Matteo

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Dynamic pricing of product and delivery time in multi-variant production using an actor critic reinforcement learning von Stamer, Florian, Lanza, Gisela

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Optimizing quality and cost in remanufacturing under uncertainty: A novel optimization framework utilizing quality and process modelling von Stamer, Florian, Sauer, Jana

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Analysis and evaluation of adaptive remanufacturing strategies for mechanical products von Stamer, Florian, Fabig, Franziska

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Development of a simulative approach in order to estimate the impact of smart services on a production system: Linking the influence of smart services to economic potential in prod... von Stamer, Florian, Fausel, Kathrin, Peukert, Sina, Lanza, Gisela

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Evolutionary cost-tolerance optimization for complex assembly mechanisms via simulation and surrogate modeling approaches: application on micro gears von Khezri, Amirhossein, Schiller, Vivian, Goka, Edoh, Homri, Lazhar, Etienne, Alain, Stamer, Florian, Dantan, Jean-Yves, Lanza, Gisela

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Development of a simulative approach in order to estimate the impact of smart services on a production system von Stamer Florian, Fausel Kathrin, Peukert Sina, Lanza Gisela

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Effect of technology multiplier: A framework for analysis of innovation perspectives on production segment allocation von Stamer, Florian, Girke, Roman, Yang, Shun, Chun, Jung-Hoon, Lanza, Gisela

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Evolutionary Cost-Tolerance Optimization for Complex Assembly Mechanisms Via Simulation and Surrogate Modeling Approaches: Application on Micro Gears von Khezri, Amirhossein, Schiller, Vivian, Goka, Edoh, Homri, Lazhar, Etienne, Alain, Stamer, Florian, Dantan, Jean Yves, Lanza, Gisela

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Adaptive and Dynamic Feedback Loops between Production System and Production Network based on the Asset Administration Shell von Stamer, Florian, Maier, Simon, Peukert, Sina, Lanza, Gisela

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A Framework for Anomaly Classification and Segmentation in Remanufacturing using Autoencoders and Simulated Data von Kaiser, Jan-Philipp, Enslin, Carl-Leandro, Barczak, Erik Tabuchi, Stamer, Florian, Heizmann, Michael, Lanza, Gisela

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Quality Control Loop for Tool Wear Compensation in Milling Process using different Optimization Methods von Bilen, Ali, Kaiser, Jan-Philipp, Florian Stamer, Daniel Gauder, Lanza, Gisela

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Using Smart Services as a Key Enabler for Collaboration in Global Production Networks von Stamer, Florian, Steinke, Martin, Silbernagel, Rainer, Häfner, Benjamin, Lanza, Gisela

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Deriving Collaboration Cases in Production Networks Considering Smart Services von Stamer, Florian, Bizenberger, Paul, Häfner, Benjamin, Lanza, Gisela

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Modeling the effect of workpiece temperature on micromagnetic high-speed-3MA-testing in case of AISI 4140 von Güray, Alpcan, Böttger, David, González, Germán, Stamer, Florian, Lanza, Gisela, Wolter, Bernd, Schulze, Volker

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Identification of hybridization strategies for combining fused filament fabrication with unidirectional tape reinforcement von Matkovic, Nikolas, Höger, Katja, Friedmann, Marco, Stamer, Florian, Fleischer, Jürgen, Lanza, Gisela

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Selective disassembly planning considering process capability and component quality utilizing reinforcement learning von Tabar, Roham Sadeghi, Magnanini, Maria Chiara, Stamer, Florian, May, Marvin Carl, Lanza, Gisela, Wärmefjord, Kristina, Söderberg, Rikard

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Order Planning von Stamer, Florian, Peukert, Sina, Lanza, Gisela

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Experiment data for the application of actor critic reinforcement learning for dynamic pricing in production von Stamer, Florian

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Experiment data for the application of actor critic reinforcement learning for dynamic pricing in production von Stamer, Florian

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