58 Publikationen
2024 | Konferenzband - Beitrag | ELSA-ID: 11330
F. Meyer, L. Freitag, S. Hinrichsen, and O. Niggemann, Potentials of Large Language Models for Generating Assembly Instructions, vol. 78. Piscataway, NJ: IEEE, 2024. doi: https://doi.org/10.1109/ETFA61755.2024.10710806.
ELSA
| DOI
2023 | Konferenzband - Beitrag | ELSA-ID: 10782 |

F. Meyer, S. Hinrichsen, and O. Niggemann, How to Generate Assembly Instructions with Robotic Process Automation, vol. 111. AHFE International, 2023, pp. 629–638. doi: 10.54941/ahfe1004070.
ELSA
| DOI
| Download (ext.)
2023 | Konferenzband - Beitrag | ELSA-ID: 11333
T. Stuke, T. Rauschenbach, and T. Bartsch, Development of a Reinforcement Learning Approach for Industrial Bin Picking, 1st ed., vol. 18. Heidelberg: Springer Verlag, 2023, p. 8. doi: 10.1007/978-3-031-47062-2_5.
ELSA
| DOI
2020 | Sammelwerk - Beitrag | ELSA-ID: 4786
O. Niggemann, G. Biswas, J. S. Kinnebrew, H. Khorasgani, N. Hranisavljevic, and A. Bunte, “Konzeptualisierung als Kernfrage des Maschinellen Lernens in der Produktion,” in Handbuch Industrie 4.0: Produktion, Automatisierung und Logistik, M. ten Hompel, B. Vogel-Heuser, and T. Bauernhansl, Eds. Berlin: Springer, 2020, p. 800.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4780
A. Bunte et al., “Why Symbolic AI is a Key Technology for Self-Adaption in the Context of CPPS,” in 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2019.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4781
A. Bunte, A. Fischbach, J. Strohschein, T. Bartz-Beielstein, H. Faeskorn-Woyke, and O. Niggemann, “Evaluation of Cognitive Architectures for Cyber-Physical Production Systems,” in 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2019.
ELSA
2019 | Zeitschriftenaufsatz | ELSA-ID: 4784
A. Bunte, A. Fischbach, J. Strohschein, T. Bartz-Beielstein, H. Faeskorn-Woyke, and O. Niggemann, “Evaluation of Cognitive Architectures for Cyber-Physical ProductionSystems,” arXiv e-prints, 2019.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4785
A. Bunte, B. Stein, and O. Niggemann, “Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models,” 2019.
ELSA
2019 | Kurzbeitrag Konferenz | ELSA-ID: 5443
F. Zhang, K. Pinkal, F. Conradi, P. Wefing, J. Schneider, and O. Niggemann, “Quality Control of Continuous Wort Production through Production Data Analysis in Latent Space,” presented at the IEEE-ICIT Feb 2019, Melbourne, Australia, 2019.
ELSA
2018 | Konferenz - Beitrag | ELSA-ID: 4327 |

D. Lang et al., “Assistance System to Support Troubleshooting of Complex Industrial Systems,” in 14th IEEE International Workshop on Factory Communication Systems (WFCS), Imperia, Italy , 2018.
ELSA
| DOI
| Download (ext.)
2018 | Konferenz - Beitrag | ELSA-ID: 4787
A. Bunte, O. Niggemann, and B. Stein, “Integrating OWL Ontologies for Smart Services into AutomationML and OPC UA,” in 23th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2018.
ELSA
2018 | Konferenz - Beitrag | ELSA-ID: 4788
A. Bunte, P. Li, and O. Niggemann, “Mapping Data Sets to Concepts Using Machine Learning and a Knowledge Based Approach,” in International Conference on Agents and Artificial Intelligence (ICAART), 2018.
ELSA
2018 | Kurzbeitrag Konferenz | ELSA-ID: 5630
F. P. Conradi, P. Wefing, K. Pinkal, F. Zhang, O. Niggemann, and J. Schneider, “Inline progress measurement of the ß-amylase rest in the mashing process employing a near infrared transflectance probe,” presented at the 13th Trends in Brewing 2018, Gent, 2018.
ELSA
2018 | Kurzbeitrag Konferenz | ELSA-ID: 5631
P. Wefing et al., “Laboratory plant for a closed loop-controlled continuous (CLCC) mashing,” presented at the 13th Trends in Brewing 2018, Gent, 2018.
ELSA
2018 | Kurzbeitrag Konferenz | ELSA-ID: 5633
F. P. Conradi, P. Wefing, K. Pinkal, F. Zhang, O. Niggemann, and J. Schneider, “Inline progress measurement of the ß-amylase rest in the mashing process employing a near infrared transflectance probe,” presented at the 47. Deutscher Lebensmittelchemikertag 2018, Berlin, 2018.
ELSA
2018 | Zeitschriftenaufsatz | ELSA-ID: 727
P. Sehr, S. Bendzioch, and O. Niggemann, “Mathematische Optimierung der Teileanordnung in der Kommissionierung,” Wissenschaftliche Berichte : wissenschaftliche Zeitschrift der Hochschule Mittweida (FH), no. n.a., pp. 18–21, 2018.
ELSA
2017 | Konferenz - Beitrag | ELSA-ID: 267
T. Kleineberg, S. Hinrichsen, and O. Niggemann, “Auswirkungen von Assistenzsystemen auf die Arbeit in der manuellen Montage,” in Bericht zum 63. Frühjahrskongress der Gesellschaft für Arbeitswissenschaft e.V., Brugg-Windisch, 2017, no. 30.
ELSA
2017 | Konferenz - Beitrag | ELSA-ID: 4254 |

S. Büttner, P. Wunderlich, M. Heinz, O. Niggemann, and C. Röcker, “Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction,” in Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings, Reggio, Italy, 2017, vol. 10410, pp. 69–82.
ELSA
| Download (ext.)
2017 | Monographie | ELSA-ID: 4595 |

F. Pethig et al., Industrie 4.0 Communication Guideline Based on OPC UA. Frankfurt, Germany: VDMA Guideline, Publisher: VDMA Verlag GmbH, Editor: Verband Deutscher Maschinen- und Anlagenbau e.V., 2017.
ELSA
| Dateien verfügbar
| Download (ext.)
2017 | Konferenz - Beitrag | ELSA-ID: 4789
A. Bunte, P. Li, and O. Niggemann, “Learned Abstraction: Knowledge Based Concept Learning for Cyber Physical Systems,” in 3rd Conference on Machine Learning for Cyber Physical Systems and Industry 4.0 (ML4CPS), 2017.
ELSA
2016 | Konferenz - Beitrag | ELSA-ID: 4782
A. Bunte, A. Diedrich, and O. Niggemann, “Natürlichsprachliche Schnittstelle für Produktionssysteme,” in Tagungsband des Entwicklerforums “HMI – Komponenten Lösungen,” 2016.
ELSA
| Download (ext.)
2016 | Konferenz - Beitrag | ELSA-ID: 4790
A. Bunte, A. Diedrich, and O. Niggemann, “Semantics Enable Standardized User Interfaces for Diagnosis in Modular Production Systems,” in International Workshop on the Principles of Diagnosis (DX), 2016.
ELSA
2016 | Konferenz - Beitrag | ELSA-ID: 4791
A. Bunte, A. Diedrich, and O. Niggemann, “Integrating Semantics for Diagnosis of Manufacturing Systems,” in 21th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2016.
ELSA
2016 | Sammelwerk - Beitrag | ELSA-ID: 4792
O. Niggemann, G. Biswas, H. Khorasgani, S. Volgmann, and A. Bunte, “Datenanalyse in der intelligenten Fabrik,” in Handbuch Industrie 4.0 Bd. 2, B. Vogel-Hauser, T. Bauernhansl, and M. ten Hompel, Eds. Berlin, Heidelberg: Springer Berlin Heidelberg, 2016.
ELSA
| Download (ext.)
2016 | Konferenz - Beitrag | ELSA-ID: 4863
J. Jasperneite and O. Niggemann, “Wie intelligent werden Maschinen?,” in Vortrag anlässlich des 50 jährigen Bestehens der Lemgoer Elektrotechnik, 2016.
ELSA
2015 | Konferenz - Beitrag | ELSA-ID: 2167 |

O. Niggemann and V. Lohweg, “On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda,” in Twenty-Ninth Conference on Artificial Intelligence (AAAI-15), 2015.
ELSA
| Download (ext.)
2015 | Zeitschriftenaufsatz | ELSA-ID: 428
J. Jasperneite, S. Hinrichsen, and O. Niggemann, “,,Plug-and-Produce“ für Fertigungssysteme - Anwendungsfälle und Lösungsansätze,” Informatik-Spektrum, vol. 38, no. 3, pp. 183–190, 2015.
ELSA
| Download (ext.)
2015 | Konferenz - Beitrag | ELSA-ID: 4793
A. Diedrich, A. Bunte, A. Maier, and O. Niggemann, “Kognitive Architektur zum Konzeptlernen in technischen Systemen,” in Machine Learning for Cyber Physical Systems and Industry 4.0 (ML4CPS), 2015.
ELSA
2015 | Konferenz - Beitrag | ELSA-ID: 4794
O. Niggemann, G. Biswas, J. S. Kinnebrew, H. Khorasgani, S. Volgmann, and A. Bunte, “Data-Driven Monitoring of Cyber-Physical Systems Leveraging on Big Data and the Internet-of-Things for Diagnosis and Control,” in International Workshop on the Principles of Diagnosis (DX), 2015.
ELSA
2015 | Konferenz - Beitrag | ELSA-ID: 4802
B. Böttcher, N. Moriz, and O. Niggemann, “Intelligente Entwurfsassistenz für Automatisierungssysteme - Vorteile deklarativer Paradigmen im Systementwurf,” in Automation 2015, 2015.
ELSA
2014 | Zeitschriftenaufsatz | ELSA-ID: 4552
C. Frey et al., “IKT in der Fabrik der Zukunft - Ein Diskussionsbeitrag zu Industrie 4.0,” ATP edition - Automatisierungstechnische Praxis, 2014.
ELSA
2014 | Sammelwerk - Beitrag | ELSA-ID: 4556
O. Niggemann and J. Jasperneite, “Konzepte und Anwendungsfälle für die intelligente Fabrik,” in Industrie 4.0 in Produktion, Automatisierung und Logistik , T. Bauernhansl, M. ten Hompel, and B. Vogel-Heuser, Eds. Springer-Verlag, 2014.
ELSA
2014 | Zeitschriftenaufsatz | ELSA-ID: 4561
C. Frey et al., “IKT in der Fabrik der Zukunft - Ein Diskussionsbeitrag zu Industrie 4.0,” ATP edition - Automatisierungstechnische Praxis, 2014.
ELSA
2014 | Konferenz - Beitrag | ELSA-ID: 4573
S. Schriegel, O. Niggemann, and J. Jasperneite, “Plug-and-Work für verteilte Echtzeitsysteme mit Zeitsynchronisation,” presented at the Echtzeit 2014 - Industrie 4.0 und Echtzeit GI/VDE/VDI Fachausschuss Echtzeitsysteme, Boppard, 2014.
ELSA
2014 | Konferenz - Beitrag | ELSA-ID: 4795
O. Niggemann, S. Windmann, S. Volgmann, A. Bunte, and B. Stein, “Using Learned Models for the Root Cause Analysis of Cyber-Physical Production Systems,” in International Workshop on the Principles of Diagnosis (DX), 2014.
ELSA
2014 | Konferenz - Beitrag | ELSA-ID: 4803
N. Moriz, B. Böttcher, O. Niggemann, and J. Lackhove, “Assisted Design for Automation Systems - from Formal Requirements to Final Designs,” in 19th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2014.
ELSA
2014 | Konferenz - Beitrag | ELSA-ID: 4804
B. Böttcher, N. Moriz, and O. Niggemann, “From Formal Requirements on Technical Systems to Complete Designs - A Holistic Approach,” in 21st European Conference on Artificial Intelligence Frontiers in Artificial Intelligence and Applications, 2014, 2014, pp. 977–978.
ELSA
2013 | Zeitschriftenaufsatz | ELSA-ID: 4199
O. Niggemann, H. Borcherding, M. Köster, S. Windmann, and M. Ehlich, “Energieeffizienz in der Intralogistik : Elektrische Antriebstechnik - intelligent und nachhaltig,” Werkstattstechnik : wt, no. 5, pp. 416–422, 2013.
ELSA
| Dateien verfügbar
2013 | Konferenz - Beitrag | ELSA-ID: 4276
S. Windmann, S. Jiao, O. Niggemann, and H. Borcherding, “A Stochastic Method for the Detection of Anomalous Energy Consumption in Hybrid Industrial Systems,” in 11th International IEEE Conference on Industrial Informatics, Bochum, 2013, pp. 194–199.
ELSA
2013 | Konferenz - Beitrag | ELSA-ID: 4805
B. Böttcher, J. Badinger, N. Moriz, and O. Niggemann, “Design of Industrial Automation Systems - Formal Requirements in the Engineering Process,” in 18thIEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2013.
ELSA
2013 | Konferenz - Beitrag | ELSA-ID: 4806
N. Schetinin, N. Moriz, B. Kumar, S. Faltinski, O. Niggemann, and A. Maier, “Why do verification approaches in automation rarely use HIL-test?,” in International Conference on Industrial Technology (ICIT) 25.-27. February 2013, Cape Town, South Africa, , 2013.
ELSA
2012 | Konferenz - Beitrag | ELSA-ID: 2105
A. Dicks, M. Bator, V. Lohweg, S. Faltinski, and O. Niggemann, “Cyber-Physical Systems im Maschinen- und Anlagenbau – ein Konzept für die Zukunft?,” in Cyber-Physical Systems – Enabling Multi-Nature Systems (CPMNS), Dresden, April 18, , 2012, pp. 51–56.
ELSA
| Dateien verfügbar
2012 | Zeitschriftenaufsatz | ELSA-ID: 4527
B. Kumar, O. Niggemann, W. Schäfer, and J. Jasperneite, “Modeling and Testing of Automation Systems,” Advances in Intelligent and Soft Computing, vol. 133, pp. 1027–1034, 2012.
ELSA
2012 | Zeitschriftenaufsatz | ELSA-ID: 4535
J. Jasperneite and O. Niggemann, “Intelligente Assistenzsysteme zur Beherrschung der Systemkomplexität in der Automation,” ATP edition - Automatisierungstechnische Praxis , no. 9, 2012.
ELSA
2012 | Konferenz - Beitrag | ELSA-ID: 4540
B. Kumar, A. Toensfeuerborn, O. Niggemann, W. Schäfer, and J. Jasperneite, “Experience in deploying MBT for industrial automation,” presented at the ETSI Model Based Testing User Conference (MBTUC), Tallinn, Estonia, 2012.
ELSA
2012 | Konferenz - Beitrag | ELSA-ID: 4807
S. Faltinski, N. Moriz, N. Schetinin, and O. Niggemann, “AutomationML als Grundlage für einen durchgängigen Modellierung-, Simulations- und Integrationsprozess in der Anlageplanung. ,” in AUTOMATION 2012, 2012.
ELSA
2012 | Konferenz - Beitrag | ELSA-ID: 4808
S. Faltinski, O. Niggemann, N. Moriz, and A. Mankowski, “AutomationML: From Data Exchange to System Planning and Simulation,” in 2012 IEEE International Conference on Industrial Technology (ICIT), 2012.
ELSA
2011 | Konferenz - Beitrag | ELSA-ID: 4683
S. Faltinski, M. Wienke, O. Niggemann, and J. Jasperneite, “mINA - Eine echtzeitfähige Middleware für die Industrieautomation zur Realisierung semantikbasierter Wandelbarkeit ,” in 2. Jahreskolloquium Kommunikation in der Automation (KommA 2011), 2011.
ELSA
2011 | Konferenz - Beitrag | ELSA-ID: 4688
M. Wienke, S. Faltinski, O. Niggemann, and J. Jasperneite, “mINA-DL: A Novel Description Language Enabling Dynamic Reconfiguration in Industrial Automation,” in 16th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2011), 2011.
ELSA
2011 | Konferenz - Beitrag | ELSA-ID: 4703
O. Niggemann and J. Jasperneite, “Systemmodelle für wandelbare Automatisierungssysteme,” in 8. Symposium Informationstechnologien für Entwicklung und Produktion in der Verfahrenstechnik Dechema, 2011.
ELSA
2011 | Konferenz - Beitrag | ELSA-ID: 4809
O. Gräser, B. Kumar, N. Moriz, A. Maier, and O. Niggemann, “AutomationML as a Basis for Offline- and Realtime-Simulation,” 2011.
ELSA
2011 | Konferenz - Beitrag | ELSA-ID: 4810
N. Moriz, S. Faltinski, O. Gräser, O. Niggemann, M. Barth, and A. Fay, “Integration und Anwendung von objektorientierten Simulationsmodellen in AutomationML,” in VDI Kongress AUTOMATION 2011 , 2011.
ELSA
2010 | Konferenz - Beitrag | ELSA-ID: 2088
O. Niggemann, V. Lohweg, and T. Tack, “A Probabilistic MajorClust Variant for the Clustering of Near-Homogeneous Graphs,” in 33rd Annual German Conference on Artificial Intelligence (KI 2010), 2010, vol. 6359, pp. 184–194.
ELSA
| DOI
| Download (ext.)
2010 | Konferenz - Beitrag | ELSA-ID: 4454
B. Kumar, O. Niggemann, and J. Jasperneite, “Statistical Models of Network Traffic,” presented at the International Conference on Computer, Electrical and Systems Science, Cape Town, South Africa, 2010.
ELSA
2010 | Konferenz - Beitrag | ELSA-ID: 4455
O. Niggemann, A. Maier, and J. Jasperneite, “Model-based Development of Automation Systems,” presented at the 6. Dagstuhl-Workshop MBEES 2010: Modellbasierte Entwicklung eingebetteter Systeme, 2010.
ELSA
2010 | Konferenz - Beitrag | ELSA-ID: 4464
B. Kumar, O. Niggemann, and J. Jasperneite, “Test Generation for Hybrid, Probabilistic Control Models,” presented at the Entwurf komplexer Automatisierungssysteme (EKA 2010) , Magdeburg, Germany, 2010.
ELSA
2009 | Konferenz - Beitrag | ELSA-ID: 2083
V. Lohweg and O. Niggemann, “Machine Learning in Real-time Applications (MLRTA09 - KI 2009 Workshop),” in Lemgoer Schriften zur industriellen Informationstechnik (Lemgo Series on Industrial Information Technology), Vol. 3, ISSN 1869-2087, Lemgo 2009, 2009.
ELSA
2009 | Konferenz - Beitrag | ELSA-ID: 4715
B. Kumar, O. Niggemann, and J. Jasperneite, “Timed Automata for Modeling Network Traffic,” in Machine Learning in Real-Time Applications (MLRTA 09) (in conjunction with 32nd Annual Conference on Artificial Intelligence (KI 2009)), 2009.
ELSA
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58 Publikationen
2024 | Konferenzband - Beitrag | ELSA-ID: 11330
F. Meyer, L. Freitag, S. Hinrichsen, and O. Niggemann, Potentials of Large Language Models for Generating Assembly Instructions, vol. 78. Piscataway, NJ: IEEE, 2024. doi: https://doi.org/10.1109/ETFA61755.2024.10710806.
ELSA
| DOI
2023 | Konferenzband - Beitrag | ELSA-ID: 10782 |

F. Meyer, S. Hinrichsen, and O. Niggemann, How to Generate Assembly Instructions with Robotic Process Automation, vol. 111. AHFE International, 2023, pp. 629–638. doi: 10.54941/ahfe1004070.
ELSA
| DOI
| Download (ext.)
2023 | Konferenzband - Beitrag | ELSA-ID: 11333
T. Stuke, T. Rauschenbach, and T. Bartsch, Development of a Reinforcement Learning Approach for Industrial Bin Picking, 1st ed., vol. 18. Heidelberg: Springer Verlag, 2023, p. 8. doi: 10.1007/978-3-031-47062-2_5.
ELSA
| DOI
2020 | Sammelwerk - Beitrag | ELSA-ID: 4786
O. Niggemann, G. Biswas, J. S. Kinnebrew, H. Khorasgani, N. Hranisavljevic, and A. Bunte, “Konzeptualisierung als Kernfrage des Maschinellen Lernens in der Produktion,” in Handbuch Industrie 4.0: Produktion, Automatisierung und Logistik, M. ten Hompel, B. Vogel-Heuser, and T. Bauernhansl, Eds. Berlin: Springer, 2020, p. 800.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4780
A. Bunte et al., “Why Symbolic AI is a Key Technology for Self-Adaption in the Context of CPPS,” in 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2019.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4781
A. Bunte, A. Fischbach, J. Strohschein, T. Bartz-Beielstein, H. Faeskorn-Woyke, and O. Niggemann, “Evaluation of Cognitive Architectures for Cyber-Physical Production Systems,” in 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2019.
ELSA
2019 | Zeitschriftenaufsatz | ELSA-ID: 4784
A. Bunte, A. Fischbach, J. Strohschein, T. Bartz-Beielstein, H. Faeskorn-Woyke, and O. Niggemann, “Evaluation of Cognitive Architectures for Cyber-Physical ProductionSystems,” arXiv e-prints, 2019.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4785
A. Bunte, B. Stein, and O. Niggemann, “Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models,” 2019.
ELSA
2019 | Kurzbeitrag Konferenz | ELSA-ID: 5443
F. Zhang, K. Pinkal, F. Conradi, P. Wefing, J. Schneider, and O. Niggemann, “Quality Control of Continuous Wort Production through Production Data Analysis in Latent Space,” presented at the IEEE-ICIT Feb 2019, Melbourne, Australia, 2019.
ELSA
2018 | Konferenz - Beitrag | ELSA-ID: 4327 |

D. Lang et al., “Assistance System to Support Troubleshooting of Complex Industrial Systems,” in 14th IEEE International Workshop on Factory Communication Systems (WFCS), Imperia, Italy , 2018.
ELSA
| DOI
| Download (ext.)
2018 | Konferenz - Beitrag | ELSA-ID: 4787
A. Bunte, O. Niggemann, and B. Stein, “Integrating OWL Ontologies for Smart Services into AutomationML and OPC UA,” in 23th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2018.
ELSA
2018 | Konferenz - Beitrag | ELSA-ID: 4788
A. Bunte, P. Li, and O. Niggemann, “Mapping Data Sets to Concepts Using Machine Learning and a Knowledge Based Approach,” in International Conference on Agents and Artificial Intelligence (ICAART), 2018.
ELSA
2018 | Kurzbeitrag Konferenz | ELSA-ID: 5630
F. P. Conradi, P. Wefing, K. Pinkal, F. Zhang, O. Niggemann, and J. Schneider, “Inline progress measurement of the ß-amylase rest in the mashing process employing a near infrared transflectance probe,” presented at the 13th Trends in Brewing 2018, Gent, 2018.
ELSA
2018 | Kurzbeitrag Konferenz | ELSA-ID: 5631
P. Wefing et al., “Laboratory plant for a closed loop-controlled continuous (CLCC) mashing,” presented at the 13th Trends in Brewing 2018, Gent, 2018.
ELSA
2018 | Kurzbeitrag Konferenz | ELSA-ID: 5633
F. P. Conradi, P. Wefing, K. Pinkal, F. Zhang, O. Niggemann, and J. Schneider, “Inline progress measurement of the ß-amylase rest in the mashing process employing a near infrared transflectance probe,” presented at the 47. Deutscher Lebensmittelchemikertag 2018, Berlin, 2018.
ELSA
2018 | Zeitschriftenaufsatz | ELSA-ID: 727
P. Sehr, S. Bendzioch, and O. Niggemann, “Mathematische Optimierung der Teileanordnung in der Kommissionierung,” Wissenschaftliche Berichte : wissenschaftliche Zeitschrift der Hochschule Mittweida (FH), no. n.a., pp. 18–21, 2018.
ELSA
2017 | Konferenz - Beitrag | ELSA-ID: 267
T. Kleineberg, S. Hinrichsen, and O. Niggemann, “Auswirkungen von Assistenzsystemen auf die Arbeit in der manuellen Montage,” in Bericht zum 63. Frühjahrskongress der Gesellschaft für Arbeitswissenschaft e.V., Brugg-Windisch, 2017, no. 30.
ELSA
2017 | Konferenz - Beitrag | ELSA-ID: 4254 |

S. Büttner, P. Wunderlich, M. Heinz, O. Niggemann, and C. Röcker, “Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction,” in Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings, Reggio, Italy, 2017, vol. 10410, pp. 69–82.
ELSA
| Download (ext.)
2017 | Monographie | ELSA-ID: 4595 |

F. Pethig et al., Industrie 4.0 Communication Guideline Based on OPC UA. Frankfurt, Germany: VDMA Guideline, Publisher: VDMA Verlag GmbH, Editor: Verband Deutscher Maschinen- und Anlagenbau e.V., 2017.
ELSA
| Dateien verfügbar
| Download (ext.)
2017 | Konferenz - Beitrag | ELSA-ID: 4789
A. Bunte, P. Li, and O. Niggemann, “Learned Abstraction: Knowledge Based Concept Learning for Cyber Physical Systems,” in 3rd Conference on Machine Learning for Cyber Physical Systems and Industry 4.0 (ML4CPS), 2017.
ELSA
2016 | Konferenz - Beitrag | ELSA-ID: 4782
A. Bunte, A. Diedrich, and O. Niggemann, “Natürlichsprachliche Schnittstelle für Produktionssysteme,” in Tagungsband des Entwicklerforums “HMI – Komponenten Lösungen,” 2016.
ELSA
| Download (ext.)
2016 | Konferenz - Beitrag | ELSA-ID: 4790
A. Bunte, A. Diedrich, and O. Niggemann, “Semantics Enable Standardized User Interfaces for Diagnosis in Modular Production Systems,” in International Workshop on the Principles of Diagnosis (DX), 2016.
ELSA
2016 | Konferenz - Beitrag | ELSA-ID: 4791
A. Bunte, A. Diedrich, and O. Niggemann, “Integrating Semantics for Diagnosis of Manufacturing Systems,” in 21th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2016.
ELSA
2016 | Sammelwerk - Beitrag | ELSA-ID: 4792
O. Niggemann, G. Biswas, H. Khorasgani, S. Volgmann, and A. Bunte, “Datenanalyse in der intelligenten Fabrik,” in Handbuch Industrie 4.0 Bd. 2, B. Vogel-Hauser, T. Bauernhansl, and M. ten Hompel, Eds. Berlin, Heidelberg: Springer Berlin Heidelberg, 2016.
ELSA
| Download (ext.)
2016 | Konferenz - Beitrag | ELSA-ID: 4863
J. Jasperneite and O. Niggemann, “Wie intelligent werden Maschinen?,” in Vortrag anlässlich des 50 jährigen Bestehens der Lemgoer Elektrotechnik, 2016.
ELSA
2015 | Konferenz - Beitrag | ELSA-ID: 2167 |

O. Niggemann and V. Lohweg, “On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda,” in Twenty-Ninth Conference on Artificial Intelligence (AAAI-15), 2015.
ELSA
| Download (ext.)
2015 | Zeitschriftenaufsatz | ELSA-ID: 428
J. Jasperneite, S. Hinrichsen, and O. Niggemann, “,,Plug-and-Produce“ für Fertigungssysteme - Anwendungsfälle und Lösungsansätze,” Informatik-Spektrum, vol. 38, no. 3, pp. 183–190, 2015.
ELSA
| Download (ext.)
2015 | Konferenz - Beitrag | ELSA-ID: 4793
A. Diedrich, A. Bunte, A. Maier, and O. Niggemann, “Kognitive Architektur zum Konzeptlernen in technischen Systemen,” in Machine Learning for Cyber Physical Systems and Industry 4.0 (ML4CPS), 2015.
ELSA
2015 | Konferenz - Beitrag | ELSA-ID: 4794
O. Niggemann, G. Biswas, J. S. Kinnebrew, H. Khorasgani, S. Volgmann, and A. Bunte, “Data-Driven Monitoring of Cyber-Physical Systems Leveraging on Big Data and the Internet-of-Things for Diagnosis and Control,” in International Workshop on the Principles of Diagnosis (DX), 2015.
ELSA
2015 | Konferenz - Beitrag | ELSA-ID: 4802
B. Böttcher, N. Moriz, and O. Niggemann, “Intelligente Entwurfsassistenz für Automatisierungssysteme - Vorteile deklarativer Paradigmen im Systementwurf,” in Automation 2015, 2015.
ELSA
2014 | Zeitschriftenaufsatz | ELSA-ID: 4552
C. Frey et al., “IKT in der Fabrik der Zukunft - Ein Diskussionsbeitrag zu Industrie 4.0,” ATP edition - Automatisierungstechnische Praxis, 2014.
ELSA
2014 | Sammelwerk - Beitrag | ELSA-ID: 4556
O. Niggemann and J. Jasperneite, “Konzepte und Anwendungsfälle für die intelligente Fabrik,” in Industrie 4.0 in Produktion, Automatisierung und Logistik , T. Bauernhansl, M. ten Hompel, and B. Vogel-Heuser, Eds. Springer-Verlag, 2014.
ELSA
2014 | Zeitschriftenaufsatz | ELSA-ID: 4561
C. Frey et al., “IKT in der Fabrik der Zukunft - Ein Diskussionsbeitrag zu Industrie 4.0,” ATP edition - Automatisierungstechnische Praxis, 2014.
ELSA
2014 | Konferenz - Beitrag | ELSA-ID: 4573
S. Schriegel, O. Niggemann, and J. Jasperneite, “Plug-and-Work für verteilte Echtzeitsysteme mit Zeitsynchronisation,” presented at the Echtzeit 2014 - Industrie 4.0 und Echtzeit GI/VDE/VDI Fachausschuss Echtzeitsysteme, Boppard, 2014.
ELSA
2014 | Konferenz - Beitrag | ELSA-ID: 4795
O. Niggemann, S. Windmann, S. Volgmann, A. Bunte, and B. Stein, “Using Learned Models for the Root Cause Analysis of Cyber-Physical Production Systems,” in International Workshop on the Principles of Diagnosis (DX), 2014.
ELSA
2014 | Konferenz - Beitrag | ELSA-ID: 4803
N. Moriz, B. Böttcher, O. Niggemann, and J. Lackhove, “Assisted Design for Automation Systems - from Formal Requirements to Final Designs,” in 19th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2014.
ELSA
2014 | Konferenz - Beitrag | ELSA-ID: 4804
B. Böttcher, N. Moriz, and O. Niggemann, “From Formal Requirements on Technical Systems to Complete Designs - A Holistic Approach,” in 21st European Conference on Artificial Intelligence Frontiers in Artificial Intelligence and Applications, 2014, 2014, pp. 977–978.
ELSA
2013 | Zeitschriftenaufsatz | ELSA-ID: 4199
O. Niggemann, H. Borcherding, M. Köster, S. Windmann, and M. Ehlich, “Energieeffizienz in der Intralogistik : Elektrische Antriebstechnik - intelligent und nachhaltig,” Werkstattstechnik : wt, no. 5, pp. 416–422, 2013.
ELSA
| Dateien verfügbar
2013 | Konferenz - Beitrag | ELSA-ID: 4276
S. Windmann, S. Jiao, O. Niggemann, and H. Borcherding, “A Stochastic Method for the Detection of Anomalous Energy Consumption in Hybrid Industrial Systems,” in 11th International IEEE Conference on Industrial Informatics, Bochum, 2013, pp. 194–199.
ELSA
2013 | Konferenz - Beitrag | ELSA-ID: 4805
B. Böttcher, J. Badinger, N. Moriz, and O. Niggemann, “Design of Industrial Automation Systems - Formal Requirements in the Engineering Process,” in 18thIEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2013.
ELSA
2013 | Konferenz - Beitrag | ELSA-ID: 4806
N. Schetinin, N. Moriz, B. Kumar, S. Faltinski, O. Niggemann, and A. Maier, “Why do verification approaches in automation rarely use HIL-test?,” in International Conference on Industrial Technology (ICIT) 25.-27. February 2013, Cape Town, South Africa, , 2013.
ELSA
2012 | Konferenz - Beitrag | ELSA-ID: 2105
A. Dicks, M. Bator, V. Lohweg, S. Faltinski, and O. Niggemann, “Cyber-Physical Systems im Maschinen- und Anlagenbau – ein Konzept für die Zukunft?,” in Cyber-Physical Systems – Enabling Multi-Nature Systems (CPMNS), Dresden, April 18, , 2012, pp. 51–56.
ELSA
| Dateien verfügbar
2012 | Zeitschriftenaufsatz | ELSA-ID: 4527
B. Kumar, O. Niggemann, W. Schäfer, and J. Jasperneite, “Modeling and Testing of Automation Systems,” Advances in Intelligent and Soft Computing, vol. 133, pp. 1027–1034, 2012.
ELSA
2012 | Zeitschriftenaufsatz | ELSA-ID: 4535
J. Jasperneite and O. Niggemann, “Intelligente Assistenzsysteme zur Beherrschung der Systemkomplexität in der Automation,” ATP edition - Automatisierungstechnische Praxis , no. 9, 2012.
ELSA
2012 | Konferenz - Beitrag | ELSA-ID: 4540
B. Kumar, A. Toensfeuerborn, O. Niggemann, W. Schäfer, and J. Jasperneite, “Experience in deploying MBT for industrial automation,” presented at the ETSI Model Based Testing User Conference (MBTUC), Tallinn, Estonia, 2012.
ELSA
2012 | Konferenz - Beitrag | ELSA-ID: 4807
S. Faltinski, N. Moriz, N. Schetinin, and O. Niggemann, “AutomationML als Grundlage für einen durchgängigen Modellierung-, Simulations- und Integrationsprozess in der Anlageplanung. ,” in AUTOMATION 2012, 2012.
ELSA
2012 | Konferenz - Beitrag | ELSA-ID: 4808
S. Faltinski, O. Niggemann, N. Moriz, and A. Mankowski, “AutomationML: From Data Exchange to System Planning and Simulation,” in 2012 IEEE International Conference on Industrial Technology (ICIT), 2012.
ELSA
2011 | Konferenz - Beitrag | ELSA-ID: 4683
S. Faltinski, M. Wienke, O. Niggemann, and J. Jasperneite, “mINA - Eine echtzeitfähige Middleware für die Industrieautomation zur Realisierung semantikbasierter Wandelbarkeit ,” in 2. Jahreskolloquium Kommunikation in der Automation (KommA 2011), 2011.
ELSA
2011 | Konferenz - Beitrag | ELSA-ID: 4688
M. Wienke, S. Faltinski, O. Niggemann, and J. Jasperneite, “mINA-DL: A Novel Description Language Enabling Dynamic Reconfiguration in Industrial Automation,” in 16th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2011), 2011.
ELSA
2011 | Konferenz - Beitrag | ELSA-ID: 4703
O. Niggemann and J. Jasperneite, “Systemmodelle für wandelbare Automatisierungssysteme,” in 8. Symposium Informationstechnologien für Entwicklung und Produktion in der Verfahrenstechnik Dechema, 2011.
ELSA
2011 | Konferenz - Beitrag | ELSA-ID: 4809
O. Gräser, B. Kumar, N. Moriz, A. Maier, and O. Niggemann, “AutomationML as a Basis for Offline- and Realtime-Simulation,” 2011.
ELSA
2011 | Konferenz - Beitrag | ELSA-ID: 4810
N. Moriz, S. Faltinski, O. Gräser, O. Niggemann, M. Barth, and A. Fay, “Integration und Anwendung von objektorientierten Simulationsmodellen in AutomationML,” in VDI Kongress AUTOMATION 2011 , 2011.
ELSA
2010 | Konferenz - Beitrag | ELSA-ID: 2088
O. Niggemann, V. Lohweg, and T. Tack, “A Probabilistic MajorClust Variant for the Clustering of Near-Homogeneous Graphs,” in 33rd Annual German Conference on Artificial Intelligence (KI 2010), 2010, vol. 6359, pp. 184–194.
ELSA
| DOI
| Download (ext.)
2010 | Konferenz - Beitrag | ELSA-ID: 4454
B. Kumar, O. Niggemann, and J. Jasperneite, “Statistical Models of Network Traffic,” presented at the International Conference on Computer, Electrical and Systems Science, Cape Town, South Africa, 2010.
ELSA
2010 | Konferenz - Beitrag | ELSA-ID: 4455
O. Niggemann, A. Maier, and J. Jasperneite, “Model-based Development of Automation Systems,” presented at the 6. Dagstuhl-Workshop MBEES 2010: Modellbasierte Entwicklung eingebetteter Systeme, 2010.
ELSA
2010 | Konferenz - Beitrag | ELSA-ID: 4464
B. Kumar, O. Niggemann, and J. Jasperneite, “Test Generation for Hybrid, Probabilistic Control Models,” presented at the Entwurf komplexer Automatisierungssysteme (EKA 2010) , Magdeburg, Germany, 2010.
ELSA
2009 | Konferenz - Beitrag | ELSA-ID: 2083
V. Lohweg and O. Niggemann, “Machine Learning in Real-time Applications (MLRTA09 - KI 2009 Workshop),” in Lemgoer Schriften zur industriellen Informationstechnik (Lemgo Series on Industrial Information Technology), Vol. 3, ISSN 1869-2087, Lemgo 2009, 2009.
ELSA
2009 | Konferenz - Beitrag | ELSA-ID: 4715
B. Kumar, O. Niggemann, and J. Jasperneite, “Timed Automata for Modeling Network Traffic,” in Machine Learning in Real-Time Applications (MLRTA 09) (in conjunction with 32nd Annual Conference on Artificial Intelligence (KI 2009)), 2009.
ELSA