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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vol. 656Generic Architecture for Process Mining in the...

Generic Architecture for Process Mining in the Context of Cyber Physical Systems

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Abstract:

Significant research effort, has been invested, in the past years, into systems that can integrate physical and virtual components. This research has been concentrated in the paradigm of Cyber Physical Systems. Ad-hoc processes, found in manufacturing, are difficult to manage but they can have a significant impact on the overall performance and efficiency of the operation. In order to approach the problem of managing these kind of processes the paper will analyze the possibility of using the latest techniques developed in the field of Business Process Management and CPS. This paper proposes a Generic System Architecture in order to develop possible applications of techniques usually found in workflow management systems, to physical processes found in industrial / manufacturing settings.

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Monitoring, Controlling and Architecture of Cyber Physical Systems

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Periodical:

Applied Mechanics and Materials (Volume 656)

Pages:

569-577

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.656.569

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Online since:

October 2014

Authors:

Dragos Repta, Mihnea Alexandru Moisescu*, Ioan Stefan Sacala, Aurelian Mihai Stanescu, Nicolae Constantin

Keywords:

Business Processes, Cyber Physical System, Generic Architecture

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* - Corresponding Author

[1] Van der Aalst, Wil MP. Business process management: A comprehensive survey., ISRN Software Engineering 2013 (2013).

DOI: 10.1155/2013/507984

[2] Tiwari, A., C. J. Turner, and B. Majeed. A review of business process mining: state-of-the-art and future trends., Business Process Management Journal 14, no. 1 (2008): 5-22.

DOI: 10.1108/14637150810849373

[3] Dumitrache, I; Cyber-Physical Systems - A new generation of Intelligent, Autonomous Control Systems, Control Engineering and Applied Informatics Volume: 16 Issue: 2 Pages: 3-4, ISSN: 1454-8658 (2014).

[4] Rozinat, Anne, and Wil MP van der Aalst. Decision mining in ProM., In Business Process Management, pp.420-425. Springer Berlin Heidelberg, (2006).

DOI: 10.1007/11841760_33

[5] Goedertier, Stijn, David Martens, Jan Vanthienen, and Bart Baesens. Robust process discovery with artificial negative events., The Journal of Machine Learning Research 10 (2009): 1305-1340.

[6] Hepp, Martin, Frank Leymann, John Domingue, Alexander Wahler, and Dieter Fensel. Semantic business process management: A vision towards using semantic web services for business process management., In e-Business Engineering, 2005. ICEBE 2005. IEEE International Conference on, pp.535-540. IEEE, (2005).

DOI: 10.1109/icebe.2005.110

[7] Hepp, Martin, and Dumitru Roman. An Ontology Framework for Semantic Business Process Management., In Wirtschaftsinformatik (1), pp.423-440. (2007).

[8] De Medeiros, AK Alves, Carlos Pedrinaci, Wil MP van der Aalst, John Domingue, Minseok Song, Anne Rozinat, Barry Norton, and Liliana Cabral. An outlook on semantic business process mining and monitoring., In On the Move to Meaningful Internet Systems 2007: OTM 2007 Workshops, pp.1244-1255. Springer Berlin Heidelberg, (2007).

DOI: 10.1007/978-3-540-76890-6_52

[9] Rebuge, Álvaro, and Diogo R. Ferreira. Business process analysis in healthcare environments: A methodology based on process mining., Information Systems 37, no. 2 (2012): 99-116.

DOI: 10.1016/j.is.2011.01.003

[10] van der Aalst, Wil MP, Hajo A. Reijers, Anton JMM Weijters, Boudewijn F. van Dongen, A. K. Alves de Medeiros, Minseok Song, and H. M. W. Verbeek. Business process mining: An industrial application., Information Systems 32, no. 5 (2007): 713-732.

DOI: 10.1016/j.is.2006.05.003

[11] Dijkman, Remco, Marlon Dumas, Boudewijn Van Dongen, Reina Käärik, and Jan Mendling. Similarity of business process models: Metrics and evaluation., Information Systems 36, no. 2 (2011): 498-516.

DOI: 10.1016/j.is.2010.09.006

[12] Weijters, Anton JMM, and Wil MP van der Aalst. Rediscovering workflow models from event-based data using little thumb., Integrated Computer-Aided Engineering 10, no. 2 (2003): 151-162.

DOI: 10.3233/ica-2003-10205

[13] Dumitrache, I.; Caramihai, S.I. ; Stanescu, A., From Mass Production to Intelligent Cyber-Enterprise Published in: Control Systems and Computer Science (CSCS), 2013 19th International Conference on, Page(s): 399 – 404, Print ISBN: 978-1-4673-6140-8.

DOI: 10.1109/cscs.2013.100

[14] Stegaru G., Danila C., Sacala I. S., Moisescu M. A., &Stanescu A. M., , E-Services quality assessment framework for collaborative networks, Journal of Enterprise Information Systems, Taylor and Francis 2014, DOI: 10. 1080/17517575. 2013. 879213.

DOI: 10.1080/17517575.2013.879213

[15] Sacala I. S., Moisescu M. A., Repta D., Towards the Development of the Future Internet Based Enterprise in the Context of Cyber-Physical Systems, Control Systems and Computer Science (CSCS), 2013 19th International Conference on, pages: 405-412, Publisher IEEE.

DOI: 10.1109/cscs.2013.84

[16] Moisescu M. A., Sacala I. S., Stanescu A. M., Serbanescu C., Towards Integration of Knowledge Extraction Form Process Interoperability in Future Internet Enterprise Systems, 2012/5/23, Information Control Problems in Manufacturing, Volume 14, Issue 1 Pages 1458-1463.

DOI: 10.3182/20120523-3-ro-2023.00395

[17] Jardim-Goncalves, Ricardo, Sarraipa, João, Agostinho, Carlos, Panetto, Hervé, Knowledge framework for intelligent manufacturing systems Journal of Intelligent Manufacturing , Volume 22, Issue 5 , pp.725-735.

DOI: 10.1007/s10845-009-0332-4

[18] Jardim-Goncalves, R., Grilo, A., Agostinho, C., Lampathaki, F., and Charalabidis, Y. Systematisation of Interoperability Body of Knowledge: the foundation for Enterprise Interoperability as a science, Enterprise Information Systems, vol. 6, no. 3, pp.1-26, (2012).

DOI: 10.1080/17517575.2012.684401

[19] Jardim-Goncalves, R., Grilo, A. and Steiger-Garcao, A. Challenging the interoperability between computers in industry with MDA and SOA, Computers in Industry, vol. 57, no. 8–9, pp.679-689, Dec. (2006).

DOI: 10.1016/j.compind.2006.04.013