Andreas Mayr, M.Sc., M.Sc.
- Organization: Department of Mechanical Engineering
- Working group: Institute for Factory Automation and Production Systems (FAPS)
- Phone number: +49 911 5302-9064
- Fax number: +49 911 5302-9070
- Email: andreas.mayr@faps.fau.de
- Website: http://www.faps.fau.de
- Address: Fürther Str. 246b
90429 NürnbergRoom 01.059-1 - Research Sector: Electromechanical Engineering
- Technology Fields: Planning and Simulation, Software Engineering and Deployment, Artificial Intelligence and Machine Learning
Relevant News
2020
- 01.09.2020: New research project "KIKoSA - Artificial intelligence for reliable laser-based contacting of stators for electricdrives" launched
- 03.07.2020: acatech HORIZONTE "AI in Industry" published with participation of Prof. Franke
- 01.07.2020: New research project "KIPrEMo - Artificial intelligence for the flexible and efficient production of precision components for e-mobility" launched
Publications
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Application of Machine Learning for Product Batch Oriented Control of Production Processes
In: Procedia CIRP 93 (2020), p. 431-436
ISSN: 2212-8271
DOI: 10.1016/j.procir.2020.04.006
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Streamlining the development of data-driven industrial applications by automated machine learning
53rd CIRP Conference on Manufacturing Systems, CMS 2020 (Chicago, IL, 1. July 2020 - 3. July 2020)
In: Robert X. Gao, Kornel Ehmann (ed.): Procedia CIRP 2020
DOI: 10.1016/j.procir.2020.04.009
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ForeSight - An AI-driven Smart Living Platform, Approach to Add Access Control to openHAB
18th International Conference on Smart Homes and Health Telematics, ICOST 2020 (Hammamet, 24. June 2020 - 26. June 2020)
In: Mohamed Jmaiel, Hamdi Aloulou, Mounir Mokhtari, Bessam Abdulrazak, Slim Kallel (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2020
DOI: 10.1007/978-3-030-51517-1_40
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Towards an intelligent linear winding process through sensor integration and machine learning techniques
8th CIRP Global Web Conference – Flexible Mass Customisation (CIRPe 2020) (, 14. October 2020 - 16. October 2020)
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Optimization of direct winding processes based on a holistic control approach
Electric Drives Production Conference (E-DPC) (Ludwigsburg (D), 8. December 2020 - 9. December 2020)
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Machine Learning in Electric Motor Production - Potentials, Challenges and Exemplary Applications
2019 9th International Electric Drives Production Conference (E|DPC) (Esslingen, 3. December 2019 - 4. December 2019)
In: 2019 9th International Electric Drives Production Conference (EDPC) 2019
DOI: 10.1109/EDPC48408.2019.9011861
URL: https://ieeexplore.ieee.org/document/9011861/
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Comparison of Additive Balancing Processes for Rotors in the Context of High Speed Electric Traction Motors
2019 9th International Electric Drives Production Conference (E|DPC) (Esslingen, 3. December 2019 - 4. December 2019)
In: 2019 9th International Electric Drives Production Conference (EDPC) 2019
DOI: 10.1109/EDPC48408.2019.9012036
URL: https://ieeexplore.ieee.org/document/9012036/
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Knowledge-based Support of the Production System Design by Semantic Technologies Using the Example of the Electric Motor Production
2019 9th International Electric Drives Production Conference (EDPC) (Esslingen, Germany, 3. December 2019 - 4. December 2019)
In: 2019 9th International Electric Drives Production Conference (EDPC) 2019
DOI: 10.1109/EDPC48408.2019.9011874
URL: https://ieeexplore.ieee.org/document/9011874
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Accelerated Production Ramp-Up Utilising Clustering and Visualisation of Process Chain Interrelationships
2019 9th International Electric Drives Production Conference (EDPC) (Esslingen, Germany, 3. December 2019 - 4. December 2019)
In: 2019 9th International Electric Drives Production Conference (EDPC) 2019
DOI: 10.1109/EDPC48408.2019.9011827
URL: https://ieeexplore.ieee.org/document/9011827
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Digital Twin of the Linear Winding Process Based on Explicit Finite Element Method
2019 9th International Electric Drives Production Conference (EDPC) (Esslingen, Germany, 3. December 2019 - 4. December 2019)
In: 2019 9th International Electric Drives Production Conference (EDPC) 2019
DOI: 10.1109/EDPC48408.2019.9011857
URL: https://ieeexplore.ieee.org/document/9011857
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Automated Optical Inspection of Soldering Connections in Power Electronics Production Using Convolutional Neural Networks
2019 9th International Electric Drives Production Conference (EDPC) (Esslingen, Germany, 3. December 2019 - 4. December 2019)
In: 2019 9th International Electric Drives Production Conference (EDPC) 2019
DOI: 10.1109/EDPC48408.2019.9011820
URL: https://ieeexplore.ieee.org/document/9011820
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Advances in Quality Monitoring of Stray Fields on Rotors of Permanent Magnet Synchronous Motors
2019 9th International Electric Drives Production Conference (EDPC) (Esslingen, Germany, 3. December 2019 - 4. December 2019)
In: 2019 9th International Electric Drives Production Conference (EDPC) 2019
DOI: 10.1109/EDPC48408.2019.9012022
URL: https://ieeexplore.ieee.org/document/9012022
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Potentials of Process Monitoring During Laser Welding of Electrical Steel Laminations
2019 9th International Electric Drives Production Conference (EDPC) (Esslingen, Germany, 3. December 2019 - 4. December 2019)
In: 2019 9th International Electric Drives Production Conference (EDPC) 2019
DOI: 10.1109/EDPC48408.2019.9011918
URL: https://ieeexplore.ieee.org/document/9011918
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Cross-Process Quality Analysis of X-ray Tubes for Medical Applications Using Machine Learning Techniques
In: Wulfsberg J., Hintze W., Behrens BA. (ed.): Production at the leading edge of technology, Berlin, Heidelberg: Springer Vieweg, 2019, p. 513-522
ISBN: 978-3-662-60417-5
DOI: 10.1007/978-3-662-60417-5_51
URL: https://link.springer.com/chapter/10.1007/978-3-662-60417-5_51
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Methodical Comparison of Alternative Powertrain Technologies for Long-Distance Mobility Using Germany as an Example
In: WEVJ (World Electric Vehicle Journal), 2019, p. 1-20
DOI: 10.3390/wevj10040077
URL: https://www.mdpi.com/2032-6653/10/4/77
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Virtual Commissioning of 6 DoF Pose Estimation and Robotic Bin Picking Systems for Industrial Parts
In: IFAC-PapersOnLine 52 (2019), p. 160-164
ISSN: 2405-8963
DOI: 10.1016/j.ifacol.2019.10.040
URL: https://www.sciencedirect.com/science/article/pii/S240589631930895X
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ForeSight - Platform Approach for Enabling AI-based Services for Smart Living
17th International Conference on Smart Living and Public Health, ICOST 2019 (New York City, NY, 14. October 2019 - 16. October 2019)
In: José Pagán, Mounir Mokhtari, Hamdi Aloulou, Bessam Abdulrazak, María Fernanda Cabrera (ed.): How AI Impacts Urban Living and Public Health 2019
DOI: 10.1007/978-3-030-32785-9_19
URL: https://link.springer.com/chapter/10.1007/978-3-030-32785-9_19
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Microservice-based architecture for engineering tools enabling a collaborative multi-user configuration of robot-based automation solutions
In: Procedia CIRP 7th CIRP Global Web Conference – Towards shifted production value stream patterns through inference of data, models, and technology (2019), p. 86-91
ISSN: 2212-8271
DOI: 10.1016/j.procir.2020.01.017
URL: https://www.researchgate.net/publication/339348125_Microservice-based_architecture_for_engineering_tools_enabling_a_collaborative_multi-user_configuration_of_robot-based_automation_solutions
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A method for collaborative knowledge acquisition and modeling enabling the development of a knowledge-based configurator of robot-based automation solutions
In: Procedia CIRP 7th CIRP Global Web Conference – Towards shifted production value stream patterns through inference of data, models, and technology (2019), p. 92-97
ISSN: 2212-8271
DOI: 10.1016/j.procir.2020.01.018
URL: https://www.researchgate.net/publication/339345450_A_method_for_collaborative_knowledge_acquisition_and_modeling_enabling_the_development_of_a_knowledge-based_configurator_of_robot-based_automation_solutions
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Machine Learning in Production – Potentials, Challenges and Exemplary Applications
7th CIRP Global Web Conference – Towards shifted production value stream patterns through inference of data, models, and technology (CIRPe 2019) (Online, 16. October 2019 - 18. October 2019)
In: Procedia CIRP 2019
DOI: 10.1016/j.procir.2020.01.035
URL: https://www.sciencedirect.com/science/article/pii/S2212827120300445?via=ihub
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Experimental Evaluation of Tool Geometries for the Ultrasonic Crimping Process for Tubular Cable Lugs
2019 IEEE Holm Conference on Electrical Contacts (Milwaukee, WI, USA, 14. September 2019 - 18. September 2019)
In: 2019 IEEE Holm Conference on Electrical Contacts 2019
DOI: 10.1109/HOLM.2019.8923709
URL: https://ieeexplore.ieee.org/document/8923709
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Verfolgung von Bauteil- und Anlagentemperaturen in Produktionssystemen zur Energiesimulation bei thermischen Einflussfaktoren
In: Putz M, Schlegel A (ed.): ASIM 2019 - Simulation in Produktion und Logistik, Auerbach /Vogtl.: Wissenschaftliche Scripten, 2019, p. 163--172
ISBN: 978-3-95735-113-5
URL: http://www.asim-fachtagung-spl.de/asim2019/papers/16_Proof_173.pdf
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Integration maschineller Lernverfahren in eine Materialflusssimulation zur Verhaltensabstraktion und -vorhersage komplexer Fertigungssysteme
In: Putz, Matthias; Schlegel, Andreas (ed.): ASIM 2019 - Simulation in Produktion und Logistik, Auerbach /Vogtl.: Wissenschaftliche Scripten, 2019, p. 19-28
ISBN: 978-3-95735-113-5
URL: http://www.asim-fachtagung-spl.de/asim2019/papers/02_Proof_156.pdf
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Process Reliable Laser Welding of Hairpin Windings for Automotive Traction Drives
IEEE International Conference on Engineering, Science, and Industrial Applications (ICESI) (Tokyo, Japan, 22. August 2019 - 24. August 2019)
DOI: 10.1109/ICESI.2019.8863004
URL: https://ieeexplore.ieee.org/document/8863004
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Virtual Commissioning – Scientific review and exploratory use cases in advanced production systems
In: Procedia CIRP 81 (2019), p. 1125–1130
ISSN: 2212-8271
DOI: 10.1016/j.procir.2019.03.278
URL: https://www.sciencedirect.com/science/article/pii/S2212827119305839
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Gradual tool-based optimization of engineering processes aiming at a knowledge-based configuration of robot-based automation solutions
In: Procedia CIRP 81 (2019), p. 736-741
ISSN: 2212-8271
DOI: 10.1016/j.procir.2019.03.186
URL: https://www.sciencedirect.com/science/article/pii/S2212827119304913
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Advances in energy-related plant simulation by considering load and temperature profiles in discrete event simulation
In: Procedia CIRP 81 (2019), p. 1325-1330
ISSN: 2212-8271
DOI: 10.1016/j.procir.2019.04.021
URL: https://www.sciencedirect.com/science/article/pii/S2212827119306353
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Robot-assisted concept for assembling form coils in laminated stator cores of large electric motors
In: Procedia Manufacturing 38 (2019), p. 866-875
ISSN: 2351-9789
DOI: 10.1016/j.promfg.2020.01.168
URL: https://www.sciencedirect.com/science/article/pii/S2351978920301694
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Towards a Smart Electronics Production Using Machine Learning Techniques
42nd International Spring Seminar on Electronics Technology (ISSE) (Wroclaw, Poland, 15. September 2019 - 19. May 2019)
In: 2019 42nd International Spring Seminar on Electronics Technology (ISSE) 2019
DOI: 10.1109/ISSE.2019.8810176
URL: https://ieeexplore.ieee.org/document/8810176
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Innovations for the electric motor production of tomorrow: From new process technologies, automation solutions through to Industry 4.0 approaches
In: Automobiltechnologie in Bayern + e-Car 2019 (2019), p. 36-39
URL: https://media-mind.info/pdf/2019/automobil_engl_2019.pdf
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Elektromotorenproduktion 4.0: Potenziale des maschinellen Lernens in der Elektromotorenproduktion am Beispiel des Laserschweißens von Hairpins
In: Zeitschrift für wirtschaftlichen Fabrikbetrieb 114 (2019), p. 145-149
ISSN: 0932-0482
DOI: 10.3139/104.112051
URL: https://www.hanser-elibrary.com/doi/abs/10.3139/104.112051
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Six Sigma 4.0: Data Mining als unterstützende Technologie im Null-Fehler-Management
In: Zeitschrift für wirtschaftlichen Fabrikbetrieb 114 (2019), p. 140-144
ISSN: 0932-0482
DOI: 10.3139/104.112047
URL: https://www.hanser-elibrary.com/doi/abs/10.3139/104.112047?journalCode=zwf
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Innovationen für die Elektromotorenproduktion von morgen: Von neuen Prozesstechnologien, Automatisierungslösungen bis hin zu Industrie 4.0-Ansätzen
In: Automobiltechnologie in Bayern + e-Car 2019 (2019), p. 44-47
URL: https://media-mind.info/pdf/2019/automobil_deutsch_2019.pdf
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Digitalisierung im Engineering – Ein Ansatz für ein Vorgehensmodell zur durchgehenden, arbeitsteiligen Modellierung am Beispiel von AutomationML
In: Industrie 4.0 Management : Gegenwart und Zukunft industrieller Geschäftsprozesse 1.2019 (2019), p. 61-66
ISSN: 1434-1980
DOI: 10.30844/I40M_19-1_S61-66
URL: http://www.industrie-management.de/node/256
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Simulation-Assisted Method for Evaluating Innovative Production Technologies for Electric Traction Motors
8th International Electric Drives Production Conference (EDPC) (Schweinfurt, Germany, 4. December 2018 - 5. December 2018)
In: IEEE (ed.): 2018 8th International Electric Drives Production Conference (EDPC) 2018
DOI: 10.1109/EDPC.2018.8658353
URL: https://ieeexplore.ieee.org/document/8658353
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Techno-Economic Evaluation of Strategic Solutions to Extend the Range of Electric Vehicles
8th International Electric Drives Production Conference (EDPC) (Schweinfurt, 4. December 2018 - 5. December 2018)
DOI: 10.1109/EDPC.2018.8658329
URL: https://ieeexplore.ieee.org/document/8658329
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Evaluation of Machine Learning for Quality Monitoring of Laser Welding Using the Example of the Contacting of Hairpin Windings
8th International Electric Drives Production Conference (EDPC) (Schweinfurt, 4. December 2018 - 5. December 2018)
DOI: 10.1109/EDPC.2018.8658346
URL: https://ieeexplore.ieee.org/document/8658346
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Electric Motor Production 4.0 – Application Potentials of Industry 4.0 Technologies in the Manufacturing of Electric Motors
8th International Electric Drives Production Conference (EDPC) (Schweinfurt, 4. December 2018 - 5. December 2018)
DOI: 10.1109/EDPC.2018.8658294
URL: https://ieeexplore.ieee.org/document/8658294
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Manufacturing Imperfections in Electric Motor Production with Focus on Halbach Array Permanent Magnet Rotor Assembly
8th International Electric Drives Production Conference (EDPC) (Schweinfurt, 4. December 2018 - 5. December 2018)
DOI: 10.1109/EDPC.2018.8658282
URL: https://ieeexplore.ieee.org/document/8658282
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Towards a Data-Driven Process Monitoring for Machining Operations Using the Example of Electric Drive Production
8th International Electric Drives Production Conference (EDPC) (Schweinfurt, 4. December 2018 - 5. December 2018)
DOI: 10.1109/EDPC.2018.8658293
URL: https://ieeexplore.ieee.org/document/8658293
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Automated and Flexible Production of Inductive Charging Systems as an Enabler for the Breakthrough of Electric Mobility
In: Schmitt, Robert; Schuh, Günther (ed.): Advances in Production Research, Cham: Springer International Publishing, 2018, p. 300–309
DOI: 10.1007/978-3-030-03451-1_30
URL: https://link.springer.com/chapter/10.1007/978-3-030-03451-1_30
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Towards a Knowledge-Based Design Methodology for Managing the Complexity in the Integrated Product and Process Development of Electric Motors
In: Schmitt, Robert; Schuh, Günther (ed.): Advances in Production Research, Cham: Springer International Publishing, 2018, p. 112–125
DOI: 10.1007/978-3-030-03451-1_12
URL: https://link.springer.com/chapter/10.1007/978-3-030-03451-1_12
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Sustainability Aspects of Current Market Developments, Different Product Types and Innovative Manufacturing Processes of Electric Motors
Integration of Sustainable Energy Conference (iSEneC) (Nuremberg, 17. July 2018 - 18. July 2018)
In: Applied Mechanics and Materials, Vol. 882 2018
DOI: 10.4028/www.scientific.net/AMM.882.64
URL: https://www.scientific.net/AMM.882.64
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Towards a Software System Providing Knowledge about Energy and Resource Efficiency Potentials within the Product and Process Development of Electric Drives
Integration of Sustainable Energy Conference (iSEneC) (Nuremberg, 17. July 2018 - 18. July 2018)
In: Applied Mechanics and Materials, Vol. 882 2018
DOI: 10.4028/www.scientific.net/AMM.882.53
URL: https://www.scientific.net/AMM.882.53
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Application Scenarios of Artificial Intelligence in Electric Drives Production
4th International Conference on System-Integrated Intelligence: Intelligent, Flexible and Connected Systems in Products and Production (Hannover, 19. June 2018 - 20. July 2018)
In: Procedia Manufacturing, Volume 24 2018
DOI: 10.1016/j.promfg.2018.06.006
URL: http://www.sciencedirect.com/science/article/pii/S2351978918305237
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Conceptual design of an intelligent ultrasonic crimping process using machine learning algorithms
28th International Conference on Flexible Automation and Intelligent Manufacturing (FAIM2018) (Columbus, OH, 11. June 2018 - 14. June 2018)
In: 28th International Conference on Flexible Automation and Intelligent Manufacturing (FAIM2018) 2018
DOI: 10.1016/j.promfg.2018.10.015
URL: https://www.sciencedirect.com/science/article/pii/S2351978918311314
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Lean 4.0 - A conceptual conjunction of lean management and Industry 4.0
51st CIRP Conference on Manufacturing Systems (Stockholm, Sweden, 16. May 2018 - 18. May 2018)
In: Procedia CIRP, Volume 72 2018
DOI: 10.1016/j.procir.2018.03.292
URL: https://www.sciencedirect.com/science/article/pii/S2212827118304736
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Vergleich alternativer Technologien zur Reichweitenverlängerung von Elektrofahrzeugen
7. Conference on Future Automotive Technology (Fürstenfeldbruck, 8. May 2018 - 9. May 2018)
In: 7th Conference on Future Automotive Technology (CoFAT) 2018
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Quo vehis, Elektromobilität?
In: Zeitschrift für wirtschaftlichen Fabrikbetrieb 113 (2018), p. 59-63
ISSN: 0932-0482
DOI: 10.3139/104.111863
URL: http://www.hanser-elibrary.com/doi/pdf/10.3139/104.111863
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Quo vehis, Electromobility?
In: Zeitschrift für wirtschaftlichen Fabrikbetrieb 113 (2018), p. 59-63
ISSN: 0932-0482
DOI: 10.3139/104.111863
URL: https://www.hanser-elibrary.com/doi/abs/10.3139/104.111863
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Produktionstechnologien für die Antriebe der Zukunft: Anwendungsorientierte Forschung am E|Drive-Center des Lehrstuhls FAPS in Nürnberg
In: Automobiltechnologie in Bayern + e-Car 2018 (2018), p. 42–45
URL: https://media-mind.info/pdf/2018/auto_deutsch_2018-19.pdf
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Techno-Economic Evaluation of Technological Alternatives to Extend the Range of Electric Vehicles
5th Annual Conference on Electric Roads & Vehicles (Park City, Utah, 26. February 2018 - 27. February 2018)
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Selective magnet assembly assisted by an automated warehouse system: Algorithms, performance and industry 4.0 readyness
7th International Electric Drives Production Conference (EDPC) (Würzburg, Germany, 5. December 2017 - 6. December 2017)
In: 2017 7th International Electric Drives Production Conference (EDPC) 2017
DOI: 10.1109/EDPC.2017.8328160
URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8328160&isnumber=8328136
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Concept for an integrated product and process development of electric drives using a knowledge-based system
7th International Electric Drives Production Conference (EDPC) (Würzburg, Germany, 5. December 2017 - 6. December 2017)
In: 2017 7th International Electric Drives Production Conference (EDPC) 2017
DOI: 10.1109/EDPC.2017.8328157
URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8328157&isnumber=8328136
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Potentials of machine learning in electric drives production using the example of contacting processes and selective magnet assembly
7th International Electric Drives Production Conference (EDPC) (Würzburg, Germany, 5. December 2017 - 6. December 2017)
In: 2017 7th International Electric Drives Production Conference (EDPC) 2017
DOI: 10.1109/EDPC.2017.8328166
URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8328166&isnumber=8328136
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