Professorship for Engineering, in particular Modelling and Simulation of Technical Systems and Processes

Working papers › Research
Published
Outperformed by a Computer? - Comparing Human Decisions to Reinforcement Learning Agents, Assigning Lot Sizes in a Learning Factory: 11th Conference on Learning Factories, CLF2021
Voß, T., Rokoss, A., Maier, J. T., Schmidt, M. & Heger, J., 06.2021, Rochester: Elsevier Inc., 6 p. (SSRN).
Research output: Working paper › Working papers
Conference article in journal › Research › Peer-reviewed
Published
Anomaly detection in formed sheet metals using convolutional autoencoders
Heger, J., Desai, G. & Zein El Abdine, M., 01.01.2020, In: Procedia CIRP. 93, p. 1281-1285 5 p.
Research output: Journal contributions › Conference article in journal › Research › peer-review
Published
Dynamic priority based dispatching of AGVs in flexible job shops
Heger, J. & Voß, T., 13.03.2019, In: Procedia CIRP. 79, p. 445 - 449 5 p.
Research output: Journal contributions › Conference article in journal › Research › peer-review
Published
Optimal scheduling of AGVs in a reentrant blocking job-shop
Heger, J. & Voß, T., 22.03.2018, In: Procedia CIRP. 67, p. 41-45 5 p.
Research output: Journal contributions › Conference article in journal › Research › peer-review
Published
Reducing mean tardiness in a flexible job shop containing AGVs with optimized combinations of sequencing and routing rules
Heger, J. & Voß, T., 01.01.2019, In: Procedia CIRP. 81, p. 1136-1141 6 p.
Research output: Journal contributions › Conference article in journal › Research › peer-review
Published
Simulation-based Investigation of Energy Flexibility in the Optimization of Hinterland Drainage
Hempel, M. C. & Heger, J., 2024, In: Simulation Notes Europe. 34, 1, p. 35–42 8 p.
Research output: Journal contributions › Conference article in journal › Research › peer-review
Published
Using data mining techniques to investigate the correlation between surface cracks and flange lengths in deep drawn sheet metals
Heger, J. & Zein El Abdine, M., 01.09.2019, In: IFAC-PapersOnLine. 52, 13, p. 851-856 6 p.
Research output: Journal contributions › Conference article in journal › Research › peer-review
Published
Using Decision Trees and Reinforcement Learning for the Dynamic Adjustment of Composite Sequencing Rules in a Flexible Manufacturing System
Voß, T., Heger, J. & Zein El Abdine, M., 09.2022, In: Simulation Notes Europe. 32, 3, p. 169-175 7 p.
Research output: Journal contributions › Conference article in journal › Research › peer-review
Journal articles › Research › Peer-reviewed
Published
Closed-loop control of product geometry by using an artificial neural network in incremental sheet forming with active medium
Thiery, S., Zein El Abdine, M., Heger, J. & Ben Khalifa, N., 01.11.2021, In: International Journal of Material Forming. 14, 6, p. 1319–1335 17 p.
Research output: Journal contributions › Journal articles › Research › peer-review
Published
Dynamic adjustment of dispatching rule parameters in flow shops with sequence-dependent set-up times
Heger, J., Branke, J., Hildebrandt, T. & Scholz-Reiter, B., 16.11.2016, In: International Journal of Production Research. 54, 22, p. 6812-6824 13 p.
Research output: Journal contributions › Journal articles › Research › peer-review
Published
Dynamically adjusting the k-values of the ATCS rule in a flexible flow shop scenario with reinforcement learning
Heger, J. & Voss, T., 2023, In: International Journal of Production Research. 61, 1, p. 147-161 15 p.
Research output: Journal contributions › Journal articles › Research › peer-review
Published
Dynamische Losgrößenoptimierung mit bestärkendem Lernen
Voß, T., Bode, C. & Heger, J., 2021, In: ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb. 116, 11, p. 815-819 5 p.
Research output: Journal contributions › Journal articles › Research › peer-review
Published
Modeling the Quarter-Vehicle: Use of Passive Sensor Data for Road Condition Monitoring
Kortmann, F., Horstkötter, J., Warnecke, A., Meier, N., Heger, J., Funk, B. & Drews, P., 15.07.2021, In: IEEE Sensors Journal. 21, 14, p. 15535-15543 9 p., 9281332.
Research output: Journal contributions › Journal articles › Research › peer-review
Published
Online-scheduling using past and real-time data: An assessment by discrete event simulation using exponential smoothing
Heger, J., Grundstein, S. & Freitag, M., 19.11.2017, In: CIRP - Journal of Manufacturing Science and Technology. 19, p. 158-163 6 p.
Research output: Journal contributions › Journal articles › Research › peer-review
Published
Smarte Anpassung von Presslinienparametern: Bildgebende Sensorik und maschinelles Lernen für robustere Blechumformprozesse im Automobilbau
Heger, J., Voß, T. & Selent, M., 04.2018, In: Industrie 4.0 Management. 34, 4, p. 53-56 4 p.
Research output: Journal contributions › Journal articles › Research › peer-review
Contributions to collected editions/anthologies › Research › Peer-reviewed
Published
Optimal trajectory generation using MPC in robotino and its implementation with ROS system
Mercorelli, P., Voss, T., Straßberger, D., Sergiyenko, O. & Lindner, L., 03.08.2017, Proceedings - 2017 IEEE International Symposium on Industrial Electronics, ISIE 2017: Proceedings. Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., p. 1642-1647 6 p. 8001493. (IEEE International Symposium on Industrial Electronics).
Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Research › peer-review
Published abstract in conference proceedings › Research › Peer-reviewed
Published
Live Demonstration: Passive Sensor Setup for Road Condition Monitoring
Kortmann, F., Horstkotter, J., Warnecke, A., Meier, N., Heger, J., Funk, B. & Drews, P., 25.10.2020, 2020 IEEE SENSORS Proceedings. Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., 1 p. 9278776. (IEEE Sensors Proceedings).
Research output: Contributions to collected editions/works › Published abstract in conference proceedings › Research › peer-review
Published
Simulationsbasierte Optimierung des Umgangs mit Chef-Aufträgen im Produktionsbetrieb
Melter, M., Heger, J. & Wagner, C., 10.10.2018, ASIM 2018: 24. Symposium Simulationstechnik, 4. bis 5. Oktober 2018, HafenCity Universität Hamburg : Tagungsband. Deatcu, C., Schramm, T. & Zobel, K. (eds.). Wien: ASIM - Arbeitsgemeinschaft Simulation, p. 285 - 289 5 p. (ARGESIM Report; vol. 56)(ASIM Mitteilung AM; vol. 168).
Research output: Contributions to collected editions/works › Published abstract in conference proceedings › Research › peer-review
Article in conference proceedings › Research › Peer-reviewed
Published
A model predictive control in Robotino and its implementation using ROS system
Mercorelli, P., Voß, T., Straßberger, D., Sergiyenko, O. & Lindner, L., 02.02.2017, 2016 International Conference on Electrical Systems for Aircraft, Railway, Ship Propulsion and Road Vehicles and International Transportation Electrification Conference, ESARS-ITEC 2016. IEEE - Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. 7841369. (2016 International Conference on Electrical Systems for Aircraft, Railway, Ship Propulsion and Road Vehicles and International Transportation Electrification Conference, ESARS-ITEC 2016).
Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Published
Applying Quarter-Vehicle Model Simulation for Road Elevation Measurements Utilizing the Vehicle Level Sensor
Kortmann, F., Rodeheger, M., Warnecke, A., Meier, N., Heger, J., Funk, B. & Drews, P., 01.11.2020, 2020 IEEE 92nd Vehicular Technology Conference: Proceedings. Canada: IEEE - Institute of Electrical and Electronics Engineers Inc., 6 p. 9348664. (IEEE Vehicular Technology Conference).
Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

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