Abstract
Internet of Things (IoT) devices are advanced embedded systems within a Cyber-Physical System (CPS) that require to be monitored and controlled. Such necessities are becoming increasingly common due to the advent of the Industry 4.0 among other smart deployments. A recurring issue in this field is that existing and new projects are reinventing the wheel by starting the development and deployment of IoT devices from scratch. To overcome such loss of efficiency in development, we propose to use Software Product Line (SPL) and Model-Based Engineering (MBE) since they seem promising in the literature in order to accelerate and ease the development software while reducing bugs and errors, and hence, costs. Additionally, a personalized solution is needed since not all Industrial CPSs (ICPSs) are composed by the same devices or use the same IoT communication protocols. Thus, we realized that a Domain Specific Language (DSL) along with a standard, will allow the user to graphically model the ICPS for this to be monitored and controlled. Therefore, this work presents TRILATERAL, a SPL Model Based tool that uses a Domain Specific Language (DSL) to allow users to graphically model ICPSs with a IEC 61850 based metamodel, a standard originally designed for electrical substations but that has also been used in other domains. TRILATERAL automatically generates an artifact in order to create a middleware between the ICPS and the monitoring system to monitor and control all the devices within the ICPS. This tool is designed, implemented and finally, validated with a real use case (catenary-free tram) where different lessons have been learned.
This article is an extended version of the conference paper in [12].
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References
Ayala, I., Amor, M., Fuentes, L., Troya, J.M.: A software product line process to develop agents for the IoT. Sensors 15(7), 15640–15660 (2015)
Bi, Y., Jiang, L., Wang, X.J., Cui, L.Z.: Mapping of IEC 61850 to data distribute service for digital substation communication. In: IEEE Power and Energy Society General Meeting, pp. 1–5 (2013)
Bougouffa, S., Meßmer, K., Cha, S., Trunzer, E., Vogel-Heuser, B.: Industry 4.0 interface for dynamic reconfiguration of an open lab size automated production system to allow remote community experiments. In: 2017 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), pp. 2058–2062, December 2017. https://doi.org/10.1109/IEEM.2017.8290254
Calvo, I., Garcia de Albéniz, O., Pérez, F.: A communication backbone for substation automation systems based on the OMG DDS standard. In: Przeglad Elektrotechniczny, vol. 88, pp. 146–150 (2012)
Calvo, I., García De Albéniz, O., Noguero, A., Pérez, F.: Towards a modular and scalable design for the communications of electrical protection relays. In: IECON Proceedings (Industrial Electronics Conference), pp. 2511–2516 (2009)
Capilla, R., Bosch, J., Trinidad, P., Ruiz-Cortés, A., Hinchey, M.: An overview of dynamic software product line architectures and techniques: observations from research and industry. J. Syst. Softw. 91, 3–23 (2014)
Fielding, R.T.: REST: Architectural Styles and the Design of Network-based Software Architectures. Doctoral dissertation, University of California, Irvine (2000)
Fowler, M.: Domain-Specific Languages. The Addison-Wesley signature series, Addison-Wesley (2011). http://vig.pearsoned.com/store/product/1,1207,store-12521_isbn-0321712943,00.html
Hussain, S.M.S., Aftab, M.A., Ali, I.: IEC 61850 modeling of dSTATCOM and XMPP communication for reactive power management in microgrids. IEEE Syst. J. 12(4), 1–11 (2018)
IEC TC-88: Wind energy generation systems - part 25–4: Communications for monitoring and control of wind power plants - mapping to communication profile (2016)
Iglesias, A., Arellano, C., Yue, T., Ali, S., Sagardui, G.: Model- based personalized visualization system for monitoring evolving industrial cyber-physical system. In: Accepted for Publishing in 25th Asia-Pacific Software Engineering Conference, APSEC 2018 (2018)
Iglesias, A., Iglesias-Urkia, M., López-Davalillo, B., Charramendieta, S., Urbieta, A.: Trilateral: software product line based multidomain iot artifact generation for industrial cps. In: Proceedings of the 7th International Conference on Model-Driven Engineering and Software Development, MODELSWARD, INSTICC, vol. 1, pp. 64–73. SciTePress (2019). https://doi.org/10.5220/0007343500640073
Iglesias, A., Lu, H., Arellano, C., Yue, T., Ali, S., Sagardui, G.: Product line engineering of monitoring functionality in industrial cyber-physical systems: a domain analysis. In: Proceedings of the 21st International Systems and Software Product Line Conference, SPLC 2017, vol. A, pp. 195–204 (2017)
Iglesias, A., Sagardui, G., Arellano, C.: Industrial cyber-physical system evolution detection and alert generation. Appl. Sci. 9(8), 1586 (2019). https://doi.org/10.3390/app9081586. http://www.mdpi.com/2076-3417/9/8/1586
Iglesias-Urkia, M., Casado-Mansilla, D., Mayer, S., Bilbao, J., Urbieta, A.: Integrating electrical substations within the IoT using IEC 61850, CoAP and CBOR. IEEE Internet of Things J. pp. 1–1 (2019). https://doi.org/10.1109/JIOT.2019.2903344
Iglesias-Urkia, M., Casado-Mansilla, D., Mayer, S., Urbieta, A.: Enhanced publish/subscribe in CoAP: describing advanced subscription mechanisms for the observe extension. In: ACM International Conference Proceeding Series. Association for Computing Machinery (2018). https://doi.org/10.1145/3277593.3277594
Iglesias-Urkia, M., Casado-Mansilla, D., Mayer, S., Urbieta, A.: Validation of a CoAP to IEC 61850 mapping and benchmarking vs http-rest and ws-soap. In: IEEE International Conference on Emerging Technologies and Factory Automation, ETFA, vol. 2018-September, pp. 1015–1022 (2018). https://doi.org/10.1109/ETFA.2018.8502624
Iglesias-Urkia, M., Orive, A., Barcelo, M., Moran, A., Bilbao, J., Urbieta, A.: Towards a lightweight protocol for industry 4.0: An implementation based benchmark. In: Proceedings of the 2017 IEEE International Workshop of Electronics, Control, Measurement, Signals and their Application to Mechatronics, ECMSM 2017. Institute of Electrical and Electronics Engineers Inc. (2017). https://doi.org/10.1109/ECMSM.2017.7945894
Iglesias-Urkia, M., Orive, A., Urbieta, A.: Analysis of CoAP implementations for industrial internet of things: a survey. Proc. Comput. Sci. 109, 188–195 (2017). https://doi.org/10.1016/j.procs.2017.05.323
Iglesias-Urkia, M., Orive, A., Urbieta, A., Casado-Mansilla, D.: Analysis of CoAP implementations for industrial Internet of Things: a survey. J. Ambient Intell. Hum. Comput. 10(7), 1–14 (2018). https://doi.org/10.1007/s12652-018-0729-z
Iglesias-Urkia, M., Urbieta, A., Parra, J., Casado-Mansilla, D.: IEC 61850 meets CoAP: towards the integration of smart grids and IoT standards. In: ACM International Conference Proceeding Series. Association for Computing Machinery (2017). https://doi.org/10.1145/3131542.3131545
Kagermann, H., Helbig, J., Hellinger, A., Wahlster, W.: Recommendations for Implementing the Strategic Initiative INDUSTRIE 4.0: Securing the Future of German Manufacturing Industry; Final Report of the Industrie 4.0 Working Group. Forschungsunion (2013). https://books.google.es/books?id=AsfOoAEACAAJ
Kelly, S., Tolvanen, J.: Domain-Specific Modeling - Enabling Full Code Generation. Wiley, Hoboken (2008). http://eu.wiley.com/WileyCDA/WileyTitle/productCd-0470036664.html
Leitão, P., Colombo, A.W., Karnouskos, S.: Industrial automation based on cyber-physical systems technologies: prototype implementations and challenges. Comput. Ind. 81, 11–25 (2016)
Negash, B., Westerlund, T., Rahmani, A., Liljeberg, P., Tenhunen, H.: Dos-il: a domain specific internet of things language for resource constrained devices. Proc. Comput. Sci. 109, 416–423 (2017). https://doi.org/10.1016/j.procs.2017.05.411
Parra, J.: Restful Framework for Collaborative Internet of Things Based on IEC 61850. Ph.D. thesis, Universidad del País Vasco - Euskal Herriko Unibertsitatea (UPV/EHU) (2016)
Pedersen, A.B., Hauksson, E.B., Andersen, P.B., Poulsen, B., Træholt, C., Gantenbein, D.: Facilitating a generic communication interface to distributed energy resources: mapping IEC 61850 to RESTful services. In: 2010 First IEEE International Conference on Smart Grid Communications (SmartGridComm), pp. 61–66 (2010)
Sanz, R., Clavijo, J.A., Segarra, M.J., de Antonio, A., Alonso, M.: CORBA-based substation automation systems. In: Proceedings of IEEE Conference on Control Applications (2001)
Shin, I.J., Song, B.K., Eom, D.S.: International Electronical Committee (IEC) 61850 mapping with constrained application protocol (CoAP) in smart grids based European telecommunications standard institute machine-to-machine (M2M) environment. Energies 10(3), 393 (2017)
Sinnhofer, A.D., et al.: Combining business process variability and software variability using traceable links. In: Shishkov, B. (ed.) BMSD 2017. LNBIP, vol. 309, pp. 67–86. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-78428-1_4
Sneps-Sneppe, M., Namiot, D.: On web-based domain-specific language for Internet of Things. In: International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, vol. 2016-January, pp. 287–292. IEEE Computer Society (2016). https://doi.org/10.1109/ICUMT.2015.7382444
Tang, H., Li, D., Wang, S., Dong, Z.: CASOA: an architecture for agent-based manufacturing system in the context of industry 4.0. IEEE Access 6, 12746–12754 (2018)
Tao, F., Zuo, Y., Xu, L.D., Zhang, L.: IoT-based intelligent perception and access of manufacturing resource toward cloud manufacturing. IEEE Trans. Ind. Inform. 10(2), 1547–1557 (2014)
TC-57, I.: Communication networks and systems in substations - part 7–1: Basic communication structure for substation and feeder equipment - principles and models (2003)
Van Deursen, A., Klint, P.: Domain-specific language design requires feature descriptions. J. Comput. Inf. Technol. 10(1), 1–17 (2002)
Young, B., Cheatwood, J., Peterson, T., Flores, R., Clements, P.C.: Product line engineering meets model based engineering in the defense and automotive industries. In: Proceedings of the 21st International Systems and Software Product Line Conference, SPLC 2017, vol. A, pp. 175–179 (2017)
Acknowledgements
This work has received funding from the Electronic Component Systems for European Leadership Joint Undertaking under the MegaM@Rt2 project (Grant agreement No. 737494) in the EU Horizon 2020 program and the Basque Government through the Elkartek program under the TEKINTZE project (Grant agreement No. KK-2018/00104).
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Iglesias-Urkia, M. et al. (2020). TRILATERAL: A Model-Based Approach for Industrial CPS – Monitoring and Control. In: Hammoudi, S., Pires, L., Selić, B. (eds) Model-Driven Engineering and Software Development. MODELSWARD 2019. Communications in Computer and Information Science, vol 1161. Springer, Cham. https://doi.org/10.1007/978-3-030-37873-8_16
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