The Christian Doppler Laboratory (CDL) Model-Integrated Smart Production (CDL-MINT) contributes to the foundations of software and systems modeling in general and in particular for smart Cyber Physical Production Systems (CPPS).


Production systems are becoming more and more software-intensive, thus turning into cyber-physical production systems (CPPS). This is also highlighted and reflected by Industrie 4.0, which is seen as the next industrial revolution. As with the previous industrial revolutions, new demands have to be satisfied, e.g., virtually exploring variants, finding optimal solutions, and making dynamic runtime decisions, to allow companies to be more competitive. As a consequence, however, the complexity of CPPS is increasing. To deal with this increased complexity, modeling is a promising approach in this context. However, current modeling foundations and practices are still lacking behind the emerging requirements of Industrie 4.0. First of all, models are still defined and used in isolation within a specific discipline, although it is known that CPPS are inherently multi-disciplinary systems and their optimization has to take this into account. Moreover, models are considered as static entities, mostly used as system blueprints in the early design phases, but they are basically neglected in later lifecycle phases, which drastically limits their value during the systems‘ operation for propagating important runtime information back to engineering.

Goals
The Christian Doppler Laboratory (CDL) Model-Integrated Smart Production (CDL-MINT) contributes to the foundations of software and systems modeling in general and in particular for CPPS. The main goal is to reach a revolutionary new notion of models, so-called liquid models, which implies going from isolated and static descriptions to cooperative and evolutionary prescriptions. By doing so, we stimulate a paradigm shift in modeling knowledge creation, dissemination, and evaluation leading to truly model-integrated smart production.

Results
The work of CDL-MINT is divided into two project modules, whereby each will be conducted with one industrial partner. The topics of the two modules are all concerned with model-integrated smart production, thus using the notion of liquid models as a key research driver. The module Cooperative Simulation Megamodels is focusing on the cooperative nature of models by providing schemes for managing related models and their co-simulations in order to optimize production systems. The module Reactive Model Repositories is dealing with the extended usage of models also during operation time by providing a novel kind of model repository which allows for runtime monitoring, model mining, and design model enhancement. By this, both modules contribute to the notion of liquid models by providing (i) cooperation, and (ii) evolution mechanisms for models in general and in particular for the domain of CPPS. Consequently, these modules enable end-to-end integration of engineering which provides end-to-end transparency in real-time.

Duration
01/2017-12/2023

Project Website
CDL MINT

Contact
Manuel Wimmer

Radek Sindelar
Sabine Sint

Administration
Andrea Mitter

CDL MINT: Christian Doppler Laboratory for Model-Integrated Smart Production

Publications

D. Kolovos, J. de Lara, M. Tisi, M. Wimmer: 4th International Workshop on Modeling in Low-Code Development Platforms (LowCode 2023), 2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C), Västerås, Sweden, October 1-6, 2023, pp. 851-853, 10.1109/MODELS-C59198.2023.00134.
Conference Article
S. Braun, M. Dalibor, N. Jansen, M. Jarke, I. Koren, C. Quix, B. Rumpe, M. Wimmer, A. Wortmann: Engineering Digital Twins and Digital Shadows as Key Enablers for Industry 4.0, in: Vogel-Heuser, B., Wimmer, M. (eds) Digital Transformation. Springer Vieweg, Berlin, Heidelberg, pages 3-31, February 3, 2023, Doi: 10.1007/978-3-662-65004-2_1.
Book Chapter
A. Khandoker, S. Sint, M. Wimmer, K. Zeman: An Interdisciplinary Course on Model-Based Systems Engineering, Conference Proceeding: 2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C), Västeras, Schweden, October 1-6,2023. 10.1109/MODELS-C59198.2023.00033
Conference Article
D. Lehner: A Model-Driven Platform for Engineering Holistic Digital Twins, Best Paper Award, Doctoral Symposium, 26th International Conference on Model Driven Engineering Languages and Systems, MODELS 2023, Västeras, Schweden, October 1-6, 2023. Doi: 10.1109/MODELS-C59198.2023.00045
Conference Article
R. Jayaraman, D. Lehner, S. Klikovits, M. Wimmer: Towards Generating Model-Driven Speech Interfaces for Digital Twins, ModDit 2023, colocated with 26th International Conference on Model Driven Engineering Languages and Systems, MODELS 2023, Västeras, Schweden, October 1-6, 2023. 10.1109/MODELS-C59198.2023.00080
Conference Article
F. Gemeinhardt, M. Eisenberg, S. Klikovits, M. Wimmer: Model-Driven Optimization for Quantum Program Synthesis with MOMoT, 5th Workshop on Artificial Intelligence and Model-driven Engineering, 26th International Conference on Model Driven Engineering Languages and Systems MODELS 2023, Västeras, Schweden, October 1-6, 2023. 10.1109/MODELS-C59198.2023.00100
Conference Article
D. Lehner, S. Gil, P.H. Mikkelsen, P.G. Larsen, M. Wimmer: An Architectural Extension for Digital Twin Platforms to Leverage Behavioral Models, 19th International Conference on Automation Science and Engineering (CASE 2023), Cordis, Auckland, New Zealand, August 26-30, 2023, pages 1-8. Doi: 10.1109/CASE56687.2023.10260417
Conference Article
D. Lehner, S. Sint, M. Eisenberg, M. Wimmer: A Pattern Catalog for Augmenting Digital Twin Models with Behavior, in Journal at - Automatisierungstechnik, Mai 2023, pdf. Doi: 10.1515/auto-2022-0144/html
Journal Article
F. Gemeinhardt, S. Klikovits, M. Wimmer: Hybrid Multi-Objective Genetic Programming for Parameterized Quantum Operator Discovery, The Genetic and Evolutionary Computation Conference (GECCO ’23@Lisbon), Lisbon, Portugal, July 15–19, 2023, hybrid. ACM ISBN 979-8-4007-0120-7/ 23/07. Doi: 10.1145/3583133.3590696, pdf
Conference Article
D. Lehner: Digitale Zwillinge - viele Tools, ein Überblick in iX Magazine, page 88, April 2023. article
Journal Article
Á. Mora Segura, J. de Lara, M. Wimmer: Modelling assistants based on information reuse: a user evaluation for language engineering, Journal of Software Systems Modeling, April 2023, Doi: 10.1007/s10270-023-01094-5
Journal Article
J. Pfeiffer, D. Lehner, A. Wortmann, M. Wimmer: Towards a Product Line Architecture for Digital Twins, 20th IEEE International Conference on Software Architecture (ICSA 2023), L' Aquila, Italy, March 13-17, 2023. poster presentation
Misc
P. Muñoz, J. Troya, M. Wimmer, G. Kappel: Revisiting Fault Localization Techniques for Model Transformations: Towards A Hybrid Approach, Journal of Object Technology, Volume 21, No. 4, pages 4:1-17, 2022. Doi:10.5381/jot.2022.21.4.a7.
Journal Article
P. Muñoz, M. Wimmer, J. Troya, A. Vallecillo: Using Trace Alignments for Measuring the Similarity between a Physical and its Digital Twin, Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems, MODELS '22, Montreal, Canada, October 23-28,2022, pages 503–510. Doi: 10.1145/3550356.3563135
Conference Article
F. Khorram, E. Bousse, A. Garmendia, J.M. Mottu, G. Sunyé, M. Wimmer: From Coverage Computation to Fault Localization: A Generic Framework for Domain-Specific Languages, Proceedings of the 15th ACM SIGPLAN International Conference on Software Language Engineering, SLE 2022, pages 235–248, Auckland, New Zealand, December 5-10, 2022 . Doi: 10.1145/3567512.3567532
Conference Article
A. Mazak-Huemer: Temporal Model-Driven Systems Engineering, Habiltationsschrift, Institut für Wirtschaftsinformatik-Software Engineering, 27. Juli 2022. pdf 
Misc
M. Eisenberg, D.Lehner, R. Sindelar, M. Wimmer: Towards Reactive Planning with Digital Twins and Model-Driven Optimization, in T. Margaria, B. Steffen, (eds): Leveraging Applications of Formal Methods, Verification and Validation, Practice, Lecture Notes in Computer Science, Volume 13704, Springer, Cham, 11th International Symposium, ISoLA 2022, Rhodes, Greece, October 22–30, 2022. Doi: 10.1007/978-3-031-19762-8_5, pdf
Conference Article
L. Cleophas, T. Godfrey, D.E. Khelladi, D. Lehner, B. Combemale, M. v. Brand, M. Vierhauser, M. Wimmer, S. Zschaler: A Community-Sourced View on Engineering Digital Twins: A Report from the EDT.Community, Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings, October, 2022, pages 481-485. Doi: 10.1145/3550356.3561549
Conference Article
M. Dalibor, N. Jansen, B. Rumpe, D. Schmalzing, L. Wachtmeister, M. Wimmer, A. Wortmann: A Cross-Domain Systematic Mapping Study on Software Engineering for Digital Twins, Journal of Systems and Software, Volume 193, November 2022, Elsevier. Doi: 10.1016/j.jss.2022.111361
Journal Article
D. Bork, K. Anagnostou, M. Wimmer: Towards Interoperable Metamodeling Platforms: The Case of Bridging ADOxx and EMF, In: Franch, X., Poels, G., Gailly, F., Snoeck, M. (eds) in 34th International Conference on Advanced Information Systems Engineering, CAiSE 2022, Leuven, Belgium, June 6-10, 2022, Lecture Notes in Computer Science, Volume 13295, Springer Cham, pages 479-497. Doi: 10.1007/978-3-031-07472-1_28
Conference Article
D. Lehner: Digitale Zwillinge: Tool-Überblick und Anwendung in Azure Digital Twins, Magazin für Professionelle Informationstechnik (iX), heise, Volume 5, page 140, Mai 2022. article
Journal Article
D. Lehner: Prozessoptimierung mit digitalen Zwillingen, Magazin für Professionelle Informationstechnik (iX), heise, volume 3, page 98, March 2022. article
Journal Article
J. Pfeiffer, D. Lehner, A. Wortmann. M. Wimmer: Modeling Capabilities of Digital Twin Platforms - Old Wine in New Bottles?, 18th European Conference on Modelling Foundations and Applications, co-located with STAF 2022, Nantes, France, 6-7 July 2022. article
Conference Article
D. Lehner, S. Vamberszky, K. Lieber, D. Siegl: Git-based Model Management for Quality Monitoring of Systems Engineering Models, 32nd Annual INCOSE International Symposium (IS2022), Detroit, MI, USA June 25-30,2022. Doi: 10.1002/iis2.12983
Conference Article
A. Shahriar, A. Khandoker G. Gessl, S. Sint, M.A.Hamidd, A. Tariqe, A. Rahman: Predicting the unpredictable: General Aviation (GA) aircraft cost estimation evaluation Author links open overlay panel, Journal of Air Transport Management, Journal of Air Transport Management, Elsevier, Volume 102, July 2022. Doi10.1016/j.jairtraman.2022.102221
Journal Article
E. Johnsen, M. Wimmer (Eds.): Fundamental Approaches to Software Engineering, Proceedings of 25th International Conference, FASE 2022, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2022, Munich, Germany, April 2–7, 2022, Springer, Lecture Notes in Computer Science, Number XIV, 347, eBook ISBN 978-3-030-99429-7, Doi: 10.1007/978-3-030-99429-7
Conference Article
D. Lehner, J. Pfeiffer, E. Tinsel, M. Strljic. S. Sint, M Vierhauser, A. Wortmann, M. Wimmer: Digital Twin Platforms: Requirements, Capabilities, and Future Prospects, Journal IEEE Software, Volume 39, Issue 2, pages 53-61, March-April 2022. Doi: 10.1109/MS.2021.3133795
Journal Article
R. Eramo, F. Bordeleau, B. Combemale, M. van den Brand, M. Wimmer, A. Wortmann: Conceptualizing Digital Twins, Journal IEEE Software, Volume: 39, Issue: 2, pages 39-46, March-April 2022. Doi: 10.1109/MS.2021.3130755
Journal Article
D. Firmenich, S. Firmenich, G. Rossi, M. Wimmer, I. Garrigós, C. González-Mora: Engineering Web Augmentation software: A development method for enabling end-user maintenance, in Information and Software Technology, Volume 141, 2022. Doi: 10.1016/j.infsof.2021.106735
Journal Article
D. Bork, A. Fend, D. Scheffknecht, G. Kappel, M. Wimmer: From In-Person to Distance Learning: Teaching Model-Driven Software Engineering in Remote Settings, 2021 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C) - Educator Symposium, October 10-15, 2021, pages 702-711. Doi: 10.1109/MODELS-C53483.2021.00114
Conference Article
M. De Sanctis, L. Iovino, T.M. Rossi M. Wimmer: Weaving Open Services with Runtime Models for Continuous Smart Cities KPIs Assessment, in: Hacid H., Kao O., Mecella M., Moha N., Paik H. (eds), 19th International Conferene on Service-Oriented Computing, ICSOC 2021, November 22-25, 2021, online, Lecture Notes in Computer Science, Volume 13121, Springer, Cham.Doi: 10.1007/978-3-030-91431-8_43
Conference Article
M. Eisenberg, H.P. Pichler, A. Garmendia, M. Wimmer: Searching for Models with Hybrid AI Techniques, 3rd International Workshop on Conceptual Modeling Meets Artificial Intelligence (CMAI 2021), co-Located with the 40th International Conference on Conceptual Modeling (ER 2021), 18-21 October 2021, St. Johns, Canada, virtual. talk
Misc
G. Paskaleva, A. Mazak-Huemer, M .Wimmer, T. Bednar: Leveraging integration facades for model-based tool interoperability, in Automation in Construction, Volume 128, August 2021. Doi: 10.1016/j.autcon.2021.103689
Journal Article
H. Govindasamy, R. Jayaraman, B. Taspinar, D. Lehner, M. Wimmer: Air Quality Management: An Exemplar for Model-Driven Digital Twin Engineering, First International Workshop on Model-Driven Engineering for Digital Twins, ModDiT’21 co-located with MODELS 2021, Fukuoka, Japan, October 10-15, 2021. paper
Conference Article
D. Lehner, A. Garmendia, M. Wimmer: Towards Flexible Evolution of Digital Twins with Fluent APIs, ETFA 2021 - IEEE 26th International Conference on Emerging Technologies and Factory Automation, September 7-10, 2021, Vasteras, Schweden, virtual event. pdf
Conference Article
D. Lehner, S. Sint, M. Vierhauser, W. Narzt, M. Wimmer: AML4DT: A Model-Driven Framework for Developing and Maintaining Digital Twins with AutomationML, 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA ), Vasteras, Sweden, September 7-10, 2021, virtual event, pages 1-8. Doi: 10.1109/ETFA45728.2021.9613376
Conference Article
F. Gemeinhardt, R. Wille, M. Wimmer: Quantum k-community detection: algorithm proposals and cross-architectural evaluation, in Quantum Information Processing 20, Article number 302, 2021. Doi: 10.1007/s11128-021-03239-1
Journal Article
B. Wiesmayr, A. Zoitl, A. Garmendia, M. Wimmer: A Model-based Execution Framework for Interpreting Control Software, IEEE 26th International Conference on Emerging Technologies and Factory Automation, Västeras, Sweden, September 7-10, 2021. pdf
Conference Article
M. De Sanctis, L. Iovino, M.T. Rossi, M. Wimmer: MIKADO: a smart city KPIs assessment modeling framework, in Software and Systems Modeling, August 2021 Doi: 10.1007/s10270-021-00907-9
Journal Article
E. Syriani, M. Wimmer: Guest editorial to the theme section on Multi-Paradigm Modeling for Cyber-Physical Systems, in Software and Systems Modeling, volume 20, issue 3, pages 607-609, June 2021. Doi: 10.1007/s10270-021-00882-1
Journal Article
D. Ameller, X. Franch, C. Gómez, S. Martínez-Fernández, J. Araujo, S. Biffl, J. Cabot, V. Cortellessa, D. Méndez Fernández, A. Moreira, H. Muccini, A. Vallecillo, M. Wimmer, V. Amaral, W. Böhm, H. Brunelière, L. Burgueño, M. Goulão, S. Teufl, L. Berardinelli: Dealing with Non-Functional Requirements in Model-Driven Development: A Survey, IEEE Transactions on Software Engineering, April 1, 2021, Volume 47, Issue 4, pages 818-835. Doi: 10.1109/TSE.2019.2904476
Journal Article
B. Wally, J. Vyskocil, P. Novák, C. Huemer, R. Sindelar, P. Kadera, A. Mazak-Huemer, M. Wimmer: Leveraging Iterative Plan Refinement for Reactive Smart Manufacturing Systems, in IEEE Transactions on Automation Science and Engineering, Volume 18, Issue 1, 2021, pages 230-243. Doi: 10.1109/TASE.2020.3018402
Conference Article
A. Mazak-Huemer, S. Wolny, A. Gómez, J. Cabot, M. Wimmer, G. Kappel: Temporal Models on Time Series Databases, Journal of Object Technology, Volume 19, No. 3, October 2020, pages 3:1-15 Doi: 10.5381/jot.2020.19.3.a14.
Journal Article
A. Garmendia, M. Wimmer, E. Guerra, E. Gómez-Martínez, J. de Lara: Automated Variability Injection for Graphical Modelling Languages, in Proceedings of the 19th ACM SIGPLAN International Conference on Generative Programming, Concepts and Experiences (GPCE 2020), November 15-20, 2020, Chicago, USA, Virtual. Doi: 10.1145/3425898.3426957, pdf
Conference Article
B. Horváth, Á. Horváth, M. Wimmer: Towards the next generation of reactive model transformations on low-code platforms: three research lines, MODELS '20: Proceedings of the 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, October 16-23, 2020, Montreal, Canada, virtual event, pages 1-10. Doi: 10.1145/3417990.3420199
Conference Article
D. Bork, A. Garmendia, M. Wimmer: Towards a Multi-Objective Modularization Approachfor Entity-Relationship Models, ER Forum, Demo and Posters 2020, co-located with 39th International Conference on Conceptual Modeling (ER 2020), Vienna, Austria, November 3-6, 2020. Best Paper Award! pdf
Conference Article
L. Lang, B. Wally, Ch. Huemer, R. Šindelář, A. Mazak, M. Wimmer: A Graphical Toolkit for IEC 62264-2, 53rd CIRP Conference on Manufacturing Systems 2020, July 1-3, 2020, Chicago, USA, pages 532-537. Doi: 10.1016/j.procir.2020.03.049
Conference Article
B. Wally, J. Vyskocil, P. Novak, C. Huemer, R. Sindelar, P. Kadera, A. Mazak-Huemer, M. Wimmer: Leveraging Iterative Plan Refinement for Reactive Smart Manufacturing Systems, Journal IEEE Transactions on Automation Science and Engineering, September 2020, pages 1-14. Doi: 10.1109/TASE.2020.3018402
Journal Article
M. De Sanctis, L. Iovina, M. T. Rossi, M. Wimmer: A Flexible Architecture for Key Performance Indicators Assessment in Smart Cities, European Conference on Software Engineeering, ESCA 2020, L'Aquila, Italy, online, September 14-18,2020. Doi: 10.1007%2F978-3-030-58923-3_8
Conference Article
D. Lehner, S. Wolny, A. Mazak-Huemer, M. Wimmer: Towards a Reference Architecture for Leveraging Model Repositories for Digital Twins, IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2020, Vienna, Austria, September 8-11, 2020, pages 1077-1080. pdf
Conference Article
D. Leroy, P. Jeanjean, E. Bousse, M. Wimmer, B. Combemale: Runtime Monitoring for Executable DSLs, Journal of Object Technology, Volume 19, no. 2, July 2020, pages 6:1-23 Doi: 10.5381/jot.2020.19.2.a6.
Journal Article
A. Garmendia, M. Wimmer, A. Mazak-Huemer, E Guerra, J. de Lara: Modelling Production System Families with AutomationML, 25th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2020, Vienna, Austria, September 8-11, 2020. Doi: 10.1109/ETFA46521.2020.9211894
Conference Article
J. Cuadrado, L. Burgueno, M. Wimmer, A. Vallecillo: Efficient Execution of ATL Model Ttransformations Using Static Analysis and Parallelism, Journal of IEEE Transactions on Software Engineering, July 23 ,2020 Doi: 10.1109/TSE.2020.3011388
Journal Article
S. Martínez, M. Wimmer, J. Cabot: Efficient plagiarism detection for software modeling assignments, Computer Science Education, 2020, Vol. 30, Issue 2, pages 187-215 Doi: 10.1080/08993408.2020.1711495
Journal Article
B. Combemale, J. Kienzle, G. Mussbacher, H. Ali, D. Amyot, M. Bagherzadeh, E. Batot, N. Bencomo, B. Benni, J.-M. Bruel et al.: A Hitchhiker's Guide to Model-Driven Engineering for Data-Centric Systems, IEEE Software, Institute of Electrical and Electronics Engineers, May 2020. pdf
Journal Article
D. Leroy, E. Bousse, M. Wimmer, T. Mayerhofer, B. Combemale, W. Schwinger: Behavioral interfaces for executable DSLs, in Springer: Software and Systems Modeling, pages 1-29, April 2020. Doi: 10.1007/s10270-020-00798-2
Journal Article
A. Wortmann, O. Barais, B. Combemale, M. Wimmer: Modeling Languages in Industry 4.0: An Extended Systematic Mapping Study, in Software and Systems Modeling (SoSyM), Publisher Springer, pages 67-94, 2020. Doi: 10.1007/s10270-019-00757-6
Journal Article
B. Alkhazi, C. Abid, M. Kessentini, D. Leroy, M. Wimmer: Multi-criteria test cases selection for model transformations, Journal Automated Software Engineering, Springer, April 2020. Doi: 10.1007/s10515-020-00271-w
Journal Article
S. John, A. Burdusel, R. Bill, D. Strüber, G. Taentzer, S. Zschaler, M. Wimmer: Searching for Optimal Models: Comparing Two Encoding Approaches, Konferenz Software Engineering 2020, Fachtagung des GI-Fachbreichs Softwaretechnik, 24.-28. Februar 2020, Innsbruck, Austria. Doi:10.18420/SE2020_30
Conference Article
B. Alkhazi, C. Abid, M. Kessentini, M. Wimmer: On the value of quality attributes for refactoring ATL model transformations: A multi-objective approach, Journal of Information and Software Technology, Volume 120, April 2020. Doi: 10.1016/j.infsof.2019.106243
Journal Article
A. Mazak, S. Wolny, M. Wimmer, D. Siegl, K. Wieland: Entwicklung einer domänenspezifischen Sprache zur Modellierung von Komponentenversionen und ihren Abhängigkeiten, Konferenz Tages des Systems Engineering (TdSE), 6.-8. November 2019, München, Germany.
Conference Article
A. Wurl, A. Falkner, A. Haselböck, A. Mazak, P. Filzmoser: A Conceptual Design of a Digital Companion for Failure Analysis in Rail Automation, 21st IEEE Conference on Business Informatics, CBI 2019, Moscow, Russia, July 15-17, 2019 Doi: 10.1109/CBI.2019.00073
Conference Article
S. Wolny, A. Mazak, B. Wally: An Initial Mapping Study on MDE4IoT, Workshop Paper, ACM/IEEE 21st International Conference on Model Driven Engineering Languages and Systems (MODELS), Copenhagen, Denmark, October 14-19, 2018 paper
Workshop Article
M. Wimmer: Industrial robot meets digital twin, Der Standard 19. Mai 2019. article
Journal Article
H. Isakovic, V. Bisanovic, B. Wally, T. Rausch, D. Ratasich, S. Dustdar, G. Kappel, R. Grosu: Sensyml: Simulation Environment for large-scale IoT Applications, in Proceedings of the 45th IEEE Annual Conference of the Industrial Electronics Society (IECON), Lisbon, Portugal, October 14-17, 2019 DOI: 10.1109/IECON.2019.8927756
Conference Article
E. Bousse, M, Wimmer: Domain-Level Observation and Control for Compiled Executable DSLs, 22nd ACM/IEEE International Conference on Model Driven Engineering, Languages and Systems, (MODELS 2019), Munich, Germany, September 15-20, 2019, pages 150-160. Doi: 10.1109/MODELS.2019.000-6
Conference Article
B. Wally, L. Lang, R. Wlodarski, R. Sindelar, C. Huemer, A. Mazak, M. Wimmer: Generating Structured AutomationML Models from IEC 62264 Information, in Proceedings of the 5th AutomationML PlugFest 2019, Hamburg, Germany, September 25-26, 2019. paper
Conference Article
S. Wolny, A. Mazak, C. Carpella, V. Geist, M. Wimmer: Thirteen years of SysML: a systematic mapping study, Journal of Software & Systems Modeling, May 13, 2019, ISSN: 1619-1374, Doi: 10.1007/s10270-019-00735-y
Journal Article
B. Wally, J. Vyskocil, P. Novak, C. Huemer, R. Sindelar, P. Kadera, A. Mazak, M. Wimmer: Production Planning with IEC 62264 and PDDL, in Proceedings of the 17th IEEE International Conference on Industrial Informatics (INDIN 2019), Helsinki, Finland, July 22-25, 2019, pages 492-499. paper
Conference Article
B. Wally, J. Vyskocil, P. Novak, C. Huemer, R. Sindelar, P. Kadera, A. Mazak, M. Wimmer: Flexible Production Systems: Automated Generation of Operations Plans based on ISA-95 and PDDL, in IEEE Robotics and Automation Letters, Volume 4 , Issue 4, pp. 4062-4069, October 2019 doi: 10.1109/LRA.2019.2929991
Journal Article
P. Neubauer, R. Bill, D. Kolovos, R. Paige, M. Wimmer: Reusable Textual Styles for Domain-Specific Modeling Languages, 19th International Workshop in OCL and Textual Modeling, 2019, Munich, Germany, September 15-20, 2019. pdf
Workshop Article
M. Famelis, G. Kappel, L. Lambers, S. Mosser, R. F. Paige, A. Pierantonio, A. Rensink, R. Salay, G. Taentzer, A. Vallecillo, M. Wimmer: Contents for a Model-Based Software Engineering Body of Knowledge, in Software & Systems Modeling (SoSyM), pp 1-13, July 2019, DOI: 10.1007/s10270-019-00746-9
Journal Article
A. Wurl, A. Falkner, A. Haselböck, A. Mazak, P. Filzmoser: Exploring Robustness in a Combined Feature Selection Approach, 8th International Conference on Data Science, Technology and Applications (DATA 2018), Prague, Czech Republic, July 26-28, 2019 (Best Paper Award). Doi: DOI:10.5220/0007924400840091
Conference Article
B. Vogel-Heuser, C. Fantuzzi, M. Wimmer, M. Böhm, A. Fay: Herausforderungen in der interdisziplinären Entwicklung von Cyber-Physischen Produktionssystemen in : at - Automatisierungstechnik, Methoden und Anwendungen der Steuerungs-, Regelungs- und Informationstechnik 2019, 67 (6), pages 445, 454. Doi: 10.1515/auto-2018-0144
Journal Article
S. Wolny, A. Mazak, M. Wimmer: Automatic Reverse Engineering of Interaction Models from System Logs, 24th IEEE Conference on Emerging Technologies and Factory Automation (ETFA), Zaragoza, Spain, September 10-13, 2019. Doi: 10.1109/ETFA.2019.8869502
Conference Article
S. Wolny, A. Mazak, M. Wimmer, C. Huemer: Model-driven Runtime State Identification, 40 Years SIG EMISA: Digital Ecosystems of the Future: Methods, Techniques and Applications (EMISA), May 15-17, 2019, Tutzing, Germany. https://dl.gi.de/handle/20.500.12116/33137, pdf
Workshop Article
S. Wolny, A. Mazak, C. Carpella, V. Geist, M. Wimmer: Thirteen years of SysML: a systematic mapping study, Journal of Software & Systems Modeling, May 13, 2019, ISSN: 1619-1374, doi: 10.1007/s10270-019-00735-y
Journal Article
L. Burgueno, T. Mayerhofer, M. Wimmer, A. Vallecillo: Specifying Quantities in Software Models, Journal of Information and Software Technology, May 2019, doi: 10.1016/j.infsof.2019.05.006
Journal Article
B. Wally, C. Huemer, A. Mazak, M. Wimmer, S. Radek: Modeling Variability and Persisting Configurations in OPC UA, in Procedia CIRP, pp. 13-18, 52nd CIRP Conference on Manufacturing Sytems (CIRP CMS 2019) Doi: 10.1016/j.procir.2019.03.003
Journal Article
M. Wimmer: Software Evolution in Time and Space: Unifying Version and Variability Management, Dagstuhl Seminar 19191, May 5 – 10 , 2019, co-organized with Manuel Wimmer (JKU Linz, AT), Thorsten Berger (Chalmers and University of Gothenburg, SE), Marsha Chechik (University of Toronto, CA), Timo Kehrer (HU Berlin, DE), Schloss Dagstuhl, Germany see dagstuhl, http://dx.doi.org/10.4230/DagRep.9.5.1
Misc
S. Feldmann, K. Kernschmidt, M. Wimmer, B. Vogel-Heuser: Managing Inter-Model Inconsistencies in Model-based Systems Engineering: Application in Automated Production Systems Engineering, Journal of Systems and Software Engineering, Volume 153, Juli 2019, pages 105-134. doi: 10.1016/j.jss.2019.03.060
Journal Article
M. Wimmer, A. Mazak: From AutomationML to AutomationQL: A By-Example Query Language for CPPS Engineering Models, Proceddings of the 14th International Conference on Automation Science and Engineering (CASE 2018), München; 20.-24.08.2018, pages 1-10., Doi: 10.1109/COASE.2018.8560448
Conference Article
W. Kessentini, H. Sahraoui, M. Wimmer: Automated Metamodel/Model Co-Evolution: A Search-Based Approach, Information and Software Technology, TBD (2018), TBD, pages 1 - 30 doi: 10.1016/j.infsof.2018.09.003
Journal Article
S. Wolny, A. Mazak, M. Wimmer, R. Konlechner, G. Kappel: Model-Driven Time-Series Analytics, in Enterprise Modelling and Information Systems Architectures (EMISA), 13 (2018), pages 252 - 261. doi: 10.18417/emisa.si.hcm.19
Journal Article