Jens Heger

Prof. Dr.

  1. Monographs › Research › Peer-reviewed
  2. Dynamische Regelselektion in der Reihenfolgeplanung: Prognose von Steuerungsparametern mit Gaußschen Prozessen

    Heger, J., 2014, Wiesbaden: Springer. 167 p. (Research)

    Research output: Books and anthologiesMonographsResearchpeer-review

  3. Article in conference proceedings › Research › Not peer-reviewed
  4. Automatic Error Detection in Gaussian Processes Regression Modeling for Production Scheduling

    Scholz-Reiter, B. & Heger, J., 2011, ADVCOMP 2011: The Fifth International Conference on Advanced Engineering Computing and Applications in Sciences. IARIA XPS Press, p. 66-71 6 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearch

  5. Planning and control of logistics for offshore wind farms

    Scholz-Reiter, B., Lütjen, M., Heger, J. & Schweizer, A., 2010, Advances in Mathematical and Computational Methods - 12th WSEAS International Conference on Mathematical and Computational Methods in Science and Engineering, MACMESE'10. World Scientific and Engineering Academy and Society - WSEAS, p. 242-247 6 p. (International Conference on Mathematical and Computational Methods in Science and Engineering - Proceedings).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearch

  6. Towards a Heuristic for Scheduling Offshore Installation Processes

    Scholz-Reiter, B., Karimi, H. R., Lütjen, M., Heger, J. & Schweizer, A., 2011, Proceedings of the 24th International Congress on Condition Monitoringand and Diagnostics Engineering Management: Advances in Industrial Integrated Asset Management. Singh, M., Rao, R. BKN. & Liyanage, J. P. (eds.). COMADEM International, p. 999-1008 10 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearch

  7. Article in conference proceedings › Research › Peer-reviewed
  8. Analysis And Comparison Of Dispatching RuleBased Scheduling In Dual-Resource Constrained Shop-Floor Scenarios

    Scholz-Reiter, B., Heger, J. & Hildebrandt, T., 2009, Proceedings of the World Congress on Engineering and Computer Science 2009 Vol II. Ao, S. I., Douglas, C., Grundfest, W. S. & Burgstone, J. (eds.). Newswood Limited, Vol. 2. 7 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  9. Analysis of priority rule-based scheduling in dual-resource-constrained shop-floor scenarios

    Scholz-Reiter, B., Heger, J. & Hildebrandt, T., 2010, Machine Learning and Systems Engineering. Ao, S., Rieger, B. & Amouzegar, M. A. (eds.). Springer Netherlands, Vol. 68 LNEE. p. 269-281 13 p. (Lecture Notes in Electrical Engineering; vol. 68 LNEE).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  10. 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/worksArticle in conference proceedingsResearchpeer-review

  11. Published

    Creating Value from in-Vehicle Data: Detecting Road Surfaces and Road Hazards

    Kortmann, F., Hsu, Y-C., Warnecke, A., Meier, N., Heger, J., Funk, B. & Drews, P., 20.09.2020, 2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020. Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., 6 p. 9294684. (2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  12. Published

    Detecting Various Road Damage Types in Global Countries Utilizing Faster R-CNN

    Kortmann, F., Talits, K., Fassmeyer, P., Warnecke, A., Meier, N., Heger, J., Drews, P. & Funk, B., 10.12.2020, Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020: Proceedings, Dec 10 - Dec 13, 2020 • Virtual Event. Wu, X., Jermaine, C., Xiong, L., Hu, X. T., Kotevska, O., Lu, S., Xu, W., Aluru, S., Zhai, C., Al-Masri, E., Chen, Z. & Saltz, J. (eds.). Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., p. 5563-5571 9 p. 9378245. (Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  13. Published

    Dynamically changing sequencing rules with reinforcement learning in a job shop system with stochastic influences

    Heger, J. & Voß, T., 14.12.2020, Proceedings of the 2020 Winter Simulation Conference, WSC 2020. Bae, K-H., Feng, B., Kim, S., Lazarova-Molnar, S., Zheng, Z., Roeder, T. & Thiesing, R. (eds.). IEEE - Institute of Electrical and Electronics Engineers Inc., p. 1608 - 1618 11 p. 9383903. (Proceedings - Winter Simulation Conference; vol. 2020-December).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  14. Published

    Dynamic Lot Size Optimization with Reinforcement Learning

    Voss, T., Bode, C. & Heger, J., 01.01.2022, Dynamics in Logistics : Proceedings of the 8th International Conference LDIC 2022, Bremen, Germany. Freitag, M., Kinra, A., Kotzab, H. & Megow, N. (eds.). Cham: Springer Science and Business Media B.V., p. 376-385 10 p. (Lecture Notes in Logistics).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  15. Published

    Enabling Road Condition Monitoring with an on-board Vehicle Sensor Setup

    Kortmann, F., Peitzmeier, H., Meier, N., Heger, J. & Drews, P., 10.2019, 2019 IEEE Sensors, SENSORS 2019 - Conference Proceedings: Conference proceedings. Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., 4 p. 8956699. (Proceedings of IEEE Sensors; vol. 2019-October).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  16. Published

    Entscheidungsbäume und bestärkendes Lernen zur dynamischen Auswahl von Reihenfolgeregeln in einem flexiblen Produktionssystem

    Heger, J., Zein El Abdine, M., Sekar, S. & Voß, T., 26.08.2021, Simulation in Produktion und Logistik 2021: Erlangen, 15. - 17. September 2021. Franke, J. & Schuderer, P. (eds.). Göttingen: Cuvillier Verlag, p. 337-346 10 p. (ASIM-Mitteilung; vol. AM 177).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  17. Gaussian processes for dispatching rule selection in production scheduling: Comparison of learning techniques

    Scholz-Reiter, B., Heger, J. & Hildebrandt, T., 2010, Proceedings - IEEE International Conference on Data Mining, ICDM. IEEE - Institute of Electrical and Electronics Engineers Inc., p. 631-638 8 p. (IEEE International Conference on Data Mining Workshops).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  18. Generating dispatching rules for semiconductor manufacturing to minimize weighted tardiness

    Pickardt, C., Branke, J., Hildebrandt, T., Heger, J. & Scholz-Reiter, B., 2010, Proceedings - Winter Simulation Conference. IEEE - Institute of Electrical and Electronics Engineers Inc., p. 2504-2515 12 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  19. Integrierte Simulationsmethodik zur Investitionsbewertung von Mikroproduktionssystemen

    Scholz-Reiter, B., Lütjen, M. & Heger, J., 2007, Kolloquium Mikroproduktion - Fortschritte, Verfahren, Anwendungen: Eine Kooperation der Sonderforschungsbereiche 440, 499, 516 und 747. Universität Karlsruhe, p. 237-242 6 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  20. Published

    Neural network-based estimation and compensation of friction for enhanced deep drawing process control

    Thiery, S., Zein El Abdine, M., Heger, J. & Ben Khalifa, N., 15.05.2024, Material Forming ESAFORM 2024: The 27th International ESAFORM Conference on Material Forming – ESAFORM 2024 – held in Toulouse (France), at the Pierre Baudis Convention Center between 24-26th April, 2024. Araujo, A. C., Cantarel, A., Chabert, F., Korycki, A., Olivier, P. & Schmidt, F. (eds.). Millersville: MaterialsResearchForum LLC, p. 1462-1471 10 p. 162. (Materials Research Proceedings; vol. 41).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  21. Published

    Optimal scheduling for Automated Guided Vehicles (AGV) in blocking job-shops

    Heger, J. & Voß, T., 2017, Advances in Production Management Systems: The Path to Intelligent, Collaborative and Sustainable Manufacturing. Riedel, R., Thoben, K-D., von Cieminski, G., Kiritsis, D. & Lodding, H. (eds.). Springer, Vol. 1. p. 151 - 158 8 p. (IFIP Advances in Information and Communication Technology; vol. 513).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  22. Published

    Simulation based optimization of lot sizes for opposing logistic objectives

    Maier, J. T., Voß, T., Heger, J. & Schmidt, M., 01.09.2019, Advances in Production Management Systems : Towards Smart Production Management Systems; IFIP WG 5.7 International Conference, APMS 2019 Austin, TX, USA, September 1–5, 2019; Proceedings, Part II. Ameri, F., Stecke, K. E., von Cieminski, G. & Kiritsis, D. (eds.). Cham: Springer, Vol. 2. p. 171-179 9 p. (IFIP Advances in Information and Communication Technology; vol. 567).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  23. Published

    Simulationsbasierte Bewertung von intralogistischen Prozessen am Beispiel der Warenbereitstellung im Einzelhandel

    Heger, J., Koch, S. & Voß, T., 2017, Simulation in Produktion und Logistik 2017: Kassel, 20.-22. September 2017. Wenzel, S. & Peter, T. (eds.). Kassel: Kassel university press, p. 287-294 8 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  24. Published

    Simulationsbasierte Optimierung zur Energieersparnis und Verbrauchsflexibilisierung in der Hinterlandentwässerung

    Heger, J. & Voß, T., 09.2019, Simulation in Produktion und Logistik 2019: Chemnitz, 18.-20. September 2019 . Putz, M. & Schlegel, A. (eds.). Auerbach: Verlag Wissenschaftliche Scripten, p. 153-162 10 p. (ASIM-Mitteilungen aus den Arbeitskreisen; vol. 164).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  25. Published

    Simulationsbasierte Untersuchung von Energieflexibilität bei der Optimierung in der Hinterlandentwässerung

    Hempel, M. C. & Heger, J., 01.01.2023, ASIM Workshop 2023: STS/GMMS/EDU : Proceedings Langbeiträge : ASIM Fachgruppenworkshop 2023, STS Simulation Technischer Systeme, GMMS Grundlagen und Methoden in Modellbildung und Simulation, EDU Simulation und Edukation, 6.3.-7.3.2023, Universität Magdeburg. Krull, C., Commerell, W., Durak, U., Körner, A. & Pawletta, T. (eds.). Wien: ARGESIM Verlag , p. 143-149 7 p. (ASIM Mitteilung ; vol. 185)(ARGESIM Report; vol. 21).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  26. Published

    Supporting non-hierarchical supply chain networks in the electronics industry

    Scholz-Reiter, B., Heger, J., Meinecke, C., Rippel, D., Zolghadri, M. & Rasoulifar, R., 23.05.2016, 16th International Conference on Concurrent Enterprising (ICE 2010) : ‘Collaborative Environments for Sustainable Innovation’ ; Lugano, Switzerland 21-23 June 2010. Pawar, K., Canetta, L., Thoben, K. & Boer, C. (eds.). Nottingham, UK: Centre for Concurrent Enterprise, 6 p. 7477031

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  27. Switching Dispatching Rules with Gaussian Processes

    Heger, J., Hildebrandt, T. & Scholz-Reiter, B., 2013, Robust Manufacturing Control: Proceedings of the CIRP Sponsored Conference RoMaC 2012. Windt, K. (ed.). Springer, p. 91-103 13 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  28. Published

    The Impact of AGVs and Priority Rules in a Real Production Setup – A Simulation Study

    Müller, K., Andrew, A. & Heger, J., 08.04.2024, Dynamics in Logistics : Proceedings of the 9th International Conference LDIC 2024, Bremen, Germany. Freitag, M., Kinra, A., Kotzab, H. & Megow, N. (eds.). Springer Science and Business Media B.V., p. 249-260 12 p. (Lecture Notes in Logistics; vol. Part F2520).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  29. Towards Advanced Learning in Dispatching Rule-Based Scheuling

    Scholz-Reiter, B., Heger, J., Hildebrandt, T. & Rippel, D., 2010, LOGMS 2010: International Conference on Logistics and Maritime Systems. Pusan National University, p. 39-48 10 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  30. Towards improved dispatching rules for complex shop floor scenarios - A genetic programming approach

    Hildebrandt, T., Heger, J. & Scholz-Reiter, B., 2010, Proceedings of the 12th Annual Genetic and Evolutionary Computation Conference, GECCO '10. New York: Association for Computing Machinery, Inc, p. 257-264 8 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  31. Published abstract in conference proceedings › Research › Peer-reviewed
  32. 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/worksPublished abstract in conference proceedingsResearchpeer-review

  33. 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/worksPublished abstract in conference proceedingsResearchpeer-review

  34. Contributions to collected editions/anthologies › Research › Peer-reviewed
  35. Simulationsbasierte Optimierung der Reihenfolgeplanung am Beispiel eines Liniensorters in der Automobilindustrie

    Heger, J. & Hildebrandt, T., 2015, Simulation in Production and Logistics 2015. Rabe, M. & Clausen, U. (eds.). Stuttgart: Fraunhofer Verlag, p. 11-20 10 p.

    Research output: Contributions to collected editions/worksContributions to collected editions/anthologiesResearchpeer-review

  36. Journal articles › Research › Not peer-reviewed
  37. A milp for installation scheduling of offshore wind farms

    Scholz-Reiter, B., Heger, J., Lütjen, M. & Schweizer, A., 2011, In: International Journal of Mathematical Models and Methods in Applied Sciences . 5, 2, p. 371-378 8 p.

    Research output: Journal contributionsJournal articlesResearch

  38. Journal articles › Research › Peer-reviewed
  39. Alles der Reihe nach! Innovative Simulationslösung ermöglicht optimierte Steuerungsregeln für die Reihenfolgeplanung

    Heger, J. & Hildebrandt, T., 2014, In: RFID im Blick. Sonderausgabe, p. 46-47 2 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  40. Automatische Konsolidierung von Seecontainern: Beschleunigung des Beladevorganges mittels dynamischer Beladungsplanung und automatischer Beladung

    Scholz-Reiter, B., Burwinkel, M., Isenberg, M-A., Heger, J. & Lampe, W., 2009, In: wt Werkstattstechnik online. 99, 3, p. 166-171 6 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  41. Published
  42. Dispatching rule selection with Gaussian processes

    Heger, J., Hildebrandt, T. & Scholz-Reiter, B., 03.2015, In: Central European Journal of Operations Research. 23, 1, p. 235-249 15 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  43. 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 contributionsJournal articlesResearchpeer-review

  44. 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 contributionsJournal articlesResearchpeer-review

  45. 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 contributionsJournal articlesResearchpeer-review

  46. Evolutionary generation of dispatching rule sets for complex dynamic scheduling problems

    Pickardt, C. W., Hildebrandt, T., Branke, J., Heger, J. & Scholz-Reiter, B., 09.2013, In: International Journal of Production Economics. 145, 1, p. 67-77 11 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  47. Integrated simulation method for investment decisions of micro production systems

    Scholz-Reiter, B., Lütjen, M. & Heger, J., 11.2008, In: Microsystem Technologies. 14, 12, p. 2001-2005 5 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  48. Integration of demand forecasts in ABC-XYZ analysis: Practical investigation at an industrial company

    Scholz-Reiter, B., Heger, J., Meinecke, C. & Bergmann, J., 04.2012, In: International Journal of Productivity and Performance Management. 61, 4, p. 445-451 7 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  49. Materialklassifizierung unter Einbeziehung von Bedarfsprognosen

    Scholz-Reiter, B., Heger, J., Meinecke, C. & Bergmann, J., 2010, In: Productivity Management. 15, 1, p. 57-60 4 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  50. 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 contributionsJournal articlesResearchpeer-review

  51. 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 contributionsJournal articlesResearchpeer-review

  52. 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 contributionsJournal articlesResearchpeer-review

  53. Conference article in journal › Research › Peer-reviewed
  54. 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 contributionsConference article in journalResearchpeer-review

  55. 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 contributionsConference article in journalResearchpeer-review

  56. 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 contributionsConference article in journalResearchpeer-review

  57. 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 contributionsConference article in journalResearchpeer-review

  58. 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 contributionsConference article in journalResearchpeer-review

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