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2017 | OriginalPaper | Buchkapitel

7. Process Maintenance of Heterogeneous Logistic Systems—A Process Mining Approach

verfasst von : Till Becker, Michael Lütjen, Robert Porzel

Erschienen in: Dynamics in Logistics

Verlag: Springer International Publishing

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Abstract

Processes in manufacturing and logistics are characterized by a high frequency of changes and fluctuations, caused by the high number of participants in logistic processes. The heterogeneous landscape of data formats for information storage further complicates efforts to automatically extract process models from this data with the tools from Process Mining. This article introduces a concept for constantly updating process models in logistics, called Process Maintenance, collects requirements for a common view on information in logistics, and shows that Process Mining with logistic data is possible, but still needs improvement to become a regular practice.

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Literatur
Zurück zum Zitat Cabanillas C et al (2014) Towards the enhancement of business process monitoring for complex logistics chains. Business process management workshops. Springer International Publishing Cabanillas C et al (2014) Towards the enhancement of business process monitoring for complex logistics chains. Business process management workshops. Springer International Publishing
Zurück zum Zitat Huan SH, Sheoran SK, Wang G (2004) A review and analysis of supply chain operations reference (SCOR) model. Supply Chain Manage: Int J 9:23–29CrossRef Huan SH, Sheoran SK, Wang G (2004) A review and analysis of supply chain operations reference (SCOR) model. Supply Chain Manage: Int J 9:23–29CrossRef
Zurück zum Zitat Ko, RKL, Stephen SGL Eng WL (2009) Business process management (BPM) standards: a survey. Bus Process Manage J 15(5):744–791 Ko, RKL, Stephen SGL Eng WL (2009) Business process management (BPM) standards: a survey. Bus Process Manage J 15(5):744–791
Zurück zum Zitat Linden et al (2014) Supporting business exception management by dynamically building processes using the BEM framework. In: Dargam et al (2014) Decision support systems III-impact of decision support systems for global environments: Euro working group workshops, EWG-DSS 2013, vol 184. Springer Linden et al (2014) Supporting business exception management by dynamically building processes using the BEM framework. In: Dargam et al (2014) Decision support systems III-impact of decision support systems for global environments: Euro working group workshops, EWG-DSS 2013, vol 184. Springer
Zurück zum Zitat Lütjen M, Rippel D, Freitag M (2015) Automatic simulation model generation in the context of micro manufacturing. In: Proceedings SpringSim’15. Mod4Sim workshop, society for modeling and simulation international (SCS), Alexandria, VA, USA, pp 1024–1029 Lütjen M, Rippel D, Freitag M (2015) Automatic simulation model generation in the context of micro manufacturing. In: Proceedings SpringSim’15. Mod4Sim workshop, society for modeling and simulation international (SCS), Alexandria, VA, USA, pp 1024–1029
Zurück zum Zitat Monden Y (2011) Toyota production system: an integrated approach to just-in-time. CRC Press Monden Y (2011) Toyota production system: an integrated approach to just-in-time. CRC Press
Zurück zum Zitat Oberle D, Ankolekar A, Hitzler P, Cimiano P, Sintek M, Kiesel M, Mougouie B, Baumann S, Vembu S, Romanelli M, Buitelaar P, Engel R, Sonntag D, Reithinger N, Loos B, Zorn H-P, Micelli V, Porzel R, Schmidt C, Weiten M, Burkhardt F, Zhou J, DOLCE ergo SUMO (2007) On foundational and domain models in the SmartWeb Integrated Ontology (SWIntO). J Web Semant: Sci Serv Agents World Wide Web 5:156–174CrossRef Oberle D, Ankolekar A, Hitzler P, Cimiano P, Sintek M, Kiesel M, Mougouie B, Baumann S, Vembu S, Romanelli M, Buitelaar P, Engel R, Sonntag D, Reithinger N, Loos B, Zorn H-P, Micelli V, Porzel R, Schmidt C, Weiten M, Burkhardt F, Zhou J, DOLCE ergo SUMO (2007) On foundational and domain models in the SmartWeb Integrated Ontology (SWIntO). J Web Semant: Sci Serv Agents World Wide Web 5:156–174CrossRef
Zurück zum Zitat Porzel R, Warden T (2010) Working simulations with a foundational ontology. In: Schill K, Scholz-Reiter B, Frommberger L (eds) Proceedings of the workshop on artificial intelligence and logistics at the 19th European conference on artificial intelligence, Lisbon Porzel R, Warden T (2010) Working simulations with a foundational ontology. In: Schill K, Scholz-Reiter B, Frommberger L (eds) Proceedings of the workshop on artificial intelligence and logistics at the 19th European conference on artificial intelligence, Lisbon
Zurück zum Zitat Scheer A-W, Thomas O, Adam O (2005) Process modeling using event-driven process chains. In: Dumas M et al Process-aware information systems. Wiley, Hoboken, New Jersey, pp 119–146 Scheer A-W, Thomas O, Adam O (2005) Process modeling using event-driven process chains. In: Dumas M et al Process-aware information systems. Wiley, Hoboken, New Jersey, pp 119–146
Zurück zum Zitat Scholz-Reiter B, Windt K, Freitag M (2004) Autonomous logistic processes: new demands and first approaches. In: Monostori L (ed) Proceedings of 37th CIRP international seminar on manufacturing systems. Hungarian Academy of Science, pp 357–362 Scholz-Reiter B, Windt K, Freitag M (2004) Autonomous logistic processes: new demands and first approaches. In: Monostori L (ed) Proceedings of 37th CIRP international seminar on manufacturing systems. Hungarian Academy of Science, pp 357–362
Zurück zum Zitat Schönsleben P (2012) Integral logistics management: operations and supply chain management within and across companies. Auerbach Publications Schönsleben P (2012) Integral logistics management: operations and supply chain management within and across companies. Auerbach Publications
Zurück zum Zitat van der Aalst W (2011) Process mining: discovery, conformance and enhancement of business processes. Springer Science & Business Media van der Aalst W (2011) Process mining: discovery, conformance and enhancement of business processes. Springer Science & Business Media
Zurück zum Zitat van Dongen B, de Medeiros A, Verbeek H, Weijters A, van der Aalst W (2005) The ProM framework: a new era in process mining tool support. In: Ciardo G, Darondeau P (eds) Applications and theory of Petri Nets, vol 3536. Springer, Berlin, Heidelberg, pp 444–454 van Dongen B, de Medeiros A, Verbeek H, Weijters A, van der Aalst W (2005) The ProM framework: a new era in process mining tool support. In: Ciardo G, Darondeau P (eds) Applications and theory of Petri Nets, vol 3536. Springer, Berlin, Heidelberg, pp 444–454
Zurück zum Zitat Verma N (2009) Business process management: profiting from process. Global India Publications PVT LTD Verma N (2009) Business process management: profiting from process. Global India Publications PVT LTD
Zurück zum Zitat Warden T, Porzel R, Gehrke JD, Herzog O, Langer H, Malaka, R (2010) Towards ontology-based multiagent simulations: the PlaSMA approach. In: Proceedings of the 24th European conference on modelling and simulation, 1–4 June, Kuala Lumpur, Malaysia Warden T, Porzel R, Gehrke JD, Herzog O, Langer H, Malaka, R (2010) Towards ontology-based multiagent simulations: the PlaSMA approach. In: Proceedings of the 24th European conference on modelling and simulation, 1–4 June, Kuala Lumpur, Malaysia
Zurück zum Zitat Zor S, Görlach K, Leymann F (2010) Using BPMN for modeling manufacturing processes. In: Proceedings of 43rd CIRP international conference on manufacturing systems, pp 515–522 Zor S, Görlach K, Leymann F (2010) Using BPMN for modeling manufacturing processes. In: Proceedings of 43rd CIRP international conference on manufacturing systems, pp 515–522
Metadaten
Titel
Process Maintenance of Heterogeneous Logistic Systems—A Process Mining Approach
verfasst von
Till Becker
Michael Lütjen
Robert Porzel
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-45117-6_7

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