1. //
  2. Start
  3. //
  4. Publikationen
  5. //
  6. A genetic algorithm for a self-learning ...
  7. //

A genetic algorithm for a self-learning parameterization of an aerodynamic part feeding system for high-speed assembly

Publikation: Beiträge in Zeitschriften › Zeitschriftenaufsätze › Forschung › begutachtet

Authors

The aerodynamic feeding technology developed at the IFA allows feeding rates up to 800 parts per minute while maintaining high reliability and variant flexibility. The machine's setup procedure requires the adaptation of only four machine parameters. Currently, optimal parameter configurations need to be identified manually. This task is greatly time-consuming and requires a high level of expertise. Prospectively, the machine should utilize an algorithm that autonomously identifies optimal parameter configurations for new workpieces to realize fast setup procedures. This paper presents a genetic algorithm for a self-learning feeding system that has been validated in comprehensive simulation studies.

OriginalspracheEnglisch
ZeitschriftCIRP Annals - Manufacturing Technology
Jahrgang64
Ausgabenummer1
Seiten (von - bis)5-8
Anzahl der Seiten4
ISSN0007-8506
DOIs
PublikationsstatusErschienen - 2015
Extern publiziertJa

In der gleichen Zeitschrift

Dynamic pricing of product and delivery time in multi-variant production using an actor critic reinforcement learning

Stamer, F. & Lanza, G., 01.2023, in: CIRP Annals. 72, 1, S. 405-408 4 S.

Publikation: Beiträge in Zeitschriften › Zeitschriftenaufsätze › Forschung › begutachtet

New concepts of extrusion dies to reduce the anisotropy of extruded profiles by means of additive manufacturing

Khalifa, N. B., Isakovic, J. & Bohlen, J., 2021, in: CIRP Annals. 70, 1, S. 231-234 4 S.

Publikation: Beiträge in Zeitschriften › Zeitschriftenaufsätze › Forschung › begutachtet

Incremental sheet forming with active medium

Ben Khalifa, N. & Thiery, S., 2019, in: CIRP Annals - Manufacturing Technology. 68, 1, S. 313-316 4 S.

Publikation: Beiträge in Zeitschriften › Zeitschriftenaufsätze › Forschung › begutachtet

Model-based logistic controlling of converging material flows

Nyhuis, P., Beck, S. & Schmidt, M., 01.01.2013, in: CIRP Annals - Manufacturing Technology. 62, 1, S. 431-434 4 S.

Publikation: Beiträge in Zeitschriften › Zeitschriftenaufsätze › Forschung › begutachtet

Reduction of capital tie up for assembly processes

Nyhuis, P., Schmidt, M. & Wriggers, F. S., 01.01.2008, in: CIRP Annals - Manufacturing Technology. 57, 1, S. 481-484 4 S.

Publikation: Beiträge in Zeitschriften › Zeitschriftenaufsätze › Forschung › begutachtet

Weitere Publikationen dieser Person(en)

Field-Based Assessment of Key Influence Factors for Throughput Time Prediction in Job Shop Manufacturing

Reinhold, J., Rokoss, A. & Schmidt, M., 2026, Advances in Production Management Systems. Cyber-Physical-Human Production Systems: Human-AI Collaboration and Beyond - 44th IFIP WG 5.7 International Conference, APMS 2025, Proceedings. Mizuyama, H., Morinaga, E., Kaihara, T., Nonaka, T., von Cieminski, G. & Romero, D. (Hrsg.). Springer Science and Business Media Deutschland, S. 201-215 15 S. (IFIP Advances in Information and Communication Technology; Band 769 IFIPAICT).

Publikation: Beiträge in Sammelwerken › Aufsätze in Konferenzbänden › Forschung › begutachtet

Implementierung von Produktrückführungsprozessen in bestehende Produktionsabläufe: Herausforderungen und Anforderungen

Sandner, S., Nübel, M., Schulz, J., Metternich, J. & Schmidt, M., 20.06.2025, in: ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb. 120, 6, S. 397-403 7 S.

Publikation: Beiträge in Zeitschriften › Zeitschriftenaufsätze › Forschung › begutachtet

Machine Learning For Determining Planned Order Lead Times In Job Shop Production: A Systematic Review Of Input Factors And Applied Methods

Wolter, F., Rokoss, A. & Schmidt, M., 2025, Conference on Production Systems and Logistics: University of San Ignacio de Loyola Lima, Peru, 18th – 21th March 2025, Proceedings. Herberger, D. & Hübner, M. (Hrsg.). Offenburg: publish-Ing., S. 374-384 11 S. 32. (Proceedings of the ... Conference on Production Systems and Logistics; Nr. 7).

Publikation: Beiträge in Sammelwerken › Aufsätze in Konferenzbänden › Forschung › begutachtet

Understanding Resulting Interdependencies Within Production Planning And Control In Hybrid Manufacturing/Remanufacturing Systems

Schulz, J., Hofmann, H., Rokoss, A. & Schmidt, M., 05.2025, Proceedings of the Conference on Production Systems and Logistics: CPSL 2025: 18th – 21th March 2025, University of San Ignacio de Loyola Lima, Peru. Herberger, D. & Hübner, M. (Hrsg.). Offenburg: publish-Ing., S. 114 - 126 13 S. (Proceedings of the ... Conference on Production Systems and Logistics; Band 7).

Publikation: Beiträge in Sammelwerken › Aufsätze in Konferenzbänden › Forschung › begutachtet

Analysis of the relevance of models, influencing factors and the point in time of the forecast on the prediction quality in order-related delivery time determination using machine learning

Rokoss, A., Popkes, L. & Schmidt, M., 2024, Proceedings of the CPSL 2024. Herberger, D. & Hübner, M. (Hrsg.). Hannover: publish-Ing., S. 415-431 17 S. (Proceedings of the Conference on Production Systems and Logistics; Band 2024).

Publikation: Beiträge in Sammelwerken › Aufsätze in Konferenzbänden › Forschung › begutachtet

DOI

Zuletzt angesehen

Aktivitäten

  1. Masked Autoencoder Pretraining for Event Classification in Elite Soccer
  2. Probabilistic and discrete methods for the computational study of coherent behavior in flows
  3. “Exploring Language in a Task-Based SVR Escape Game"
  4. Learner Performance of Language Learning Tasks in Web-Based Environments
  5. SIAM Conference on Applications of Dynamical Systems - DS 2023
  6. A New Approach for Optimal Solving of Cyclic and Non-Cyclic Bus Driver Rostering Problems
  7. Structure and dynamics laboratory testing of an indirectly controlled full variable valve train for camless engines
  8. Trajectory-based computational study of coherent behavior in flows
  9. From Text to Data: AI and Human Expertise in Provenance Linked Open Data
  10. Trajectory-based Lagrangian approaches for the extraction and characterization of coherent structures
  11. Presentation of the paper entitled "Comparison of Backpropagation and Kalman Filter-based Training for Neural Networks"
  12. Plenary lecture entitled: "Wavelet Packets for Applications in Signal Processing and Control Systems"

Publikationen

  1. Using Natural Language Processing Techniques to Tackle the Construct Identity Problem in Information Systems Research
  2. Modeling Effective and Ineffective Knowledge Communication and Learning Discourses in CSCL with Hidden Markov Models
  3. Ant colony optimization algorithm and artificial immune system applied to a robot route
  4. Development of a Didactic Graphical Simulation Interface on MATLAB for Systems Control
  5. Knowledge Graph Question Answering Using Graph-Pattern Isomorphism
  6. Graph Conditional Variational Models: Too Complex for Multiagent Trajectories?
  7. Proceedings of the SeMantic Answer Type and Relation Prediction Task at ISWC 2021 Semantic Web Challenge (SMART2021)
  8. Analysis of priority rule-based scheduling in dual-resource-constrained shop-floor scenarios
  9. Using protochirons for three-dimensional coding of certain chemical structures.
  10. Essentializing the binary self
  11. Using haar wavelets for fault detection in technical processes
  12. Using mixture distribution models to test the construct validity of the Physical Self-Description Questionnaire
  13. Adaptive and Dynamic Feedback Loops between Production System and Production Network based on the Asset Administration Shell
  14. A sufficient asymptotic stability condition in generalised model predictive control to avoid input saturation
  15. Predicting the Difficulty of Exercise Items for Dynamic Difficulty Adaptation in Adaptive Language Tutoring
  16. The Scalable Question Answering Over Linked Data (SQA) Challenge 2018
  17. The learning net - an interactive representation of shared knowledge
  18. Optimal regulation for dynamic hybrid systems based on dynamic programming in the case of an intelligent vehicle drive assistant
  19. Expertise in research integration and implementation for tackling complex problems
  20. An MPC for an Aggregate Actuator with a Self-Tuning Feedforward Control
  21. Making an Impression Through Openness
  22. Building a process layer for business applications using the blackboard pattern
  23. Emergency detection based on probabilistic modeling in AAL environments
  24. Global text processing in CSCL with learning protocols
  25. Unity and diversity in the law of state responsibility
  26. N3 - A collection of datasets for named entity recognition and disambiguation in the NLP interchange format
  27. Multi-Parallel Sending Coils for Movable Receivers in Inductive Charging Systems
  28. Anomaly detection in formed sheet metals using convolutional autoencoders
  29. Control of a Sun Tracking Robot Based on Adaptive Sliding Mode Control with Kalman Filtering and Model Predictive Control
  30. Anatomy of Haar Wavelet Filter and Its Implementation for Signal Processing
  31. Introducing a multivariate model for predicting driving performance
  32. Reading and Calculating in Word Problem Solving
  33. 'SPREAD THE APP, NOT THE VIRUS’ – AN EXTENSIVE SEM-APPROACH TO UNDERSTAND PANDEMIC TRACING APP USAGE IN GERMANY
  34. Simultaneous Constrained Adaptive Item Selection for Group-Based Testing