Abstract
This paper presents the analysis of the Internet of Things (IoT) approach and its application for the development of embedded monitoring and automatic control systems (EMACS) for technological objects and processes that are included in complex industrial systems. The functional structure and main components of the generalized embedded monitoring and automatic control system for complex technological objects and processes based on IoT approach are given. The examples of IoT applications in design of specialized EMACS for such complex technical objects as gas turbine engines, floating docks and specialized pyrolysis complexes (SPC) are presented. Considerable attention is given to particular qualities of the functional structures, software and hardware implementation as well as multi-level human-machine interfaces (HMI) of the developed embedded systems for monitoring and automatic control of main process parameters. The developed EMACS based on IoT approach provide: high precision control of operating processes of gas turbine engines, floating docks and SPCs in the real time mode, monitoring and automatic control of their current technological parameters with high quality indicators, that leads to significant increasing of energy and economic efficiency of both given complex technical objects.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Merz, H., Hansemann, T., Hübner, C.: Building Automation: Communication Systems with EIB/KNX, LON and BACnet. Springer, Heidelberg (2009). https://doi.org/10.1007/978-3-319-73223-7
Mehta, B.R., Reddy, Y.J.: Chapter 7 - SCADA systems. In: Industrial Process Automation Systems, pp. 237–300 (2015)
Drozd, J., Drozd, A., Maevsky, D., Shapa, L.: The levels of target resources development in computer systems. In: Proceedings of IEEE East-West Design & Test Symposium (EWDTS 2014), Kiev, Ukraine, pp. 1–5 (2014)
Palagin, A.V., Opanasenko, V.N.: Design and application of the PLD-based reconfigurable devices. In: Adamski, M., Barkalov, A., Węgrzyn, M. (eds.) Design of Digital Systems and Devices. LNEE. Springer, Heidelberg, vol. 79, pp. 59–91 (2011). https://doi.org/10.1007/978-3-642-17545-9_3
Pidoprigora, D.: TRACE MODE goes to network. J. World Autom. 5, 22–24 (2007). (In Russian)
Trunov, A.N.: An adequacy criterion in evaluating the effectiveness of a model design process. East.-Eur. J. Enterp. Technol. 1(4(73)), 36–41 (2015)
Kondratenko, Y.P., Kozlov, O.V., Topalov, A.M., Gerasin, O.S.: Computerized system for remote level control with discrete self-testing. In: Ermolayev, V. et al. (eds.) Proceedings of the 13th International Conference on Information and Communication Technologies in Education, Research, and Industrial Applications. Integration, Harmonization and Knowledge Transfer, ICTERI’2017, CEUR-WS, Kyiv, Ukraine, vol. 1844, pp. 608–619 (2017)
Kondratenko, Y., Korobko, O., Kozlov, O., Gerasin O., Topalov, A.: PLC based system for remote liquids level control with radar sensor. The crossing point of intelligent data acquisition & advanced computing systems and east & west scientists. In: Proceedings of the 2015 IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), Warsaw, Poland, pp. 47–52 (2015)
Kondratenko, Y., Korobko, O.V., Kozlov, O.V.: PLC-based systems for data acquisition and supervisory control of environment-friendly energy-saving technologies. In: Kharchenko, V., Kondratenko, Y., Kacprzyk, J. (eds.) Green IT Engineering: Concepts, Models, Complex Systems Architectures. SSDC, vol. 74, pp. 247–267. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-44162-7_13
Topalov, A., Kozlov, O., Kondratenko, Y.: Control processes of floating docks based on SCADA systems with wireless data transmission. In: Perspective Technologies and Methods in MEMS Design: Proceedings of the International Conference MEMSTECH 2016, Lviv-Poljana, Ukraine, pp. 57–61 (2016)
Kim, H.J.: Security and vulnerability of SCADA systems over IP-based wireless sensor networks. Int. J. Distrib. Sens. Netw. 8(11), 1–10 (2012). https://doi.org/10.1155/2012/268478
Aydogmus, Z., Aydogmus, O.: A web-based remote access laboratory using SCADA. IEEE Trans. Educ. 52(1), 126–132 (2009)
Sulthana, S., Thatiparthi, G., Gunturi, R.S.: Cloud and intelligent based SCADA technology. Int. J. Adv. Res. Comput. Sci. Electron. Eng. (IJARCSEE) 2(3), 293–296 (2013)
Kondratenko, Y.P., Kozlov, O.V., Gerasin, O.S., Topalov, A.M., Korobko, O.V.: Automation of control processes in specialized pyrolysis complexes based on web SCADA systems. In: Proceedings of the 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), Bucharest, Romania, vol. 1, pp. 107–112 (2017)
Weber, R.H., Weber, R.: Internet of Things. Springer, Heidelberg (2010). https://doi.org/10.1007/978-3-642-11710-7
Giusto, D., Lera, A., Morabito, G., Atzori, L.: The Internet of Things. Springer, Heidelberg (2010). https://doi.org/10.1007/978-1-4419-1674-7
Uckelmann, D., Harrison, M., Michahelles, F.: Architecting the Internet of Things. Springer, Heidelberg (2011). https://doi.org/10.1007/978-3-642-19157-2
Kondratenko, Y.P., Kozlov, O.V., Korobko, O.V., Topalov, A.M.: Internet of things approach for automation of the complex industrial systems. In: Ermolayev, V. et al. (eds.) Proceedings of the 13th International Conference on Information and Communication Technologies in Education, Research, and Industrial Applications. Integration, Harmonization and Knowledge Transfer, ICTERI 2017, CEUR-WS, Kyiv, Ukraine, vol. 1844, pp. 3–18 (2017)
Sarma, S.E., Weis, S.A., Engels, D.W.: RFID systems and security and privacy implications. In: Kaliski, B.S., Koç, K., Paar, C. (eds.) CHES 2002. LNCS, vol. 2523, pp. 454–469. Springer, Heidelberg (2003). https://doi.org/10.1007/3-540-36400-5_33
Ovidiu, V., Friess, P., Guillemin, P., et al.: Internet of things strategic research roadmap. Internet Things-Global Technol. Societal Trends 1, 9–52 (2011)
Vermesan, O., Friess, P.: Internet of Things: Global Technological and Societal Trends from Smart Environments and Spaces to Green ICT. River Publishers, Houston (2011)
Payam, B., Wang, W., Henson, C., Taylor, K.: Semantics for the internet of things: early progress and back to the future. Int. J. Semant. Web Inf. Syst. (IJSWIS) 8(1), 1–21 (2012)
Rellermeyer, J.S., Duller, M., Gilmer, K., Maragkos, D., Papageorgiou, D., Alonso, G.: The software fabric for the internet of things. In: Floerkemeier, C., Langheinrich, M., Fleisch, E., Mattern, F., Sarma, S.E. (eds.) IOT 2008. LNCS, vol. 4952, pp. 87–104. Springer, Heidelberg (2008). https://doi.org/10.1007/978-3-540-78731-0_6
Vermesan, O., Friess, P.: Building the Hyperconnected Society: Internet of Things Research and Innovation Value Chains, Ecosystems and Markets. River Publishers, Houston (2015)
Bahga, A., Madisetti, V.: Internet of Things: A Hands-On Approach, 1st edn. VPT (2014)
Mitton, N., Chaouchi, H., Noel, T., Watteyne, T., Gabillon, A., Capolsini, P. (eds.): InterIoT/SaSeIoT -2016. LNICST, vol. 190. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-52727-7
Vermesan, O., Friess, P.: Digitising the Industry - Internet of Things Connecting the Physical, Digital and Virtual Worlds. River Publishers, Houston (2016)
Zach, S., Bormann, C.: 6LoWPAN: The Wireless Embedded Internet, vol. 43. Wiley, Hoboken (2011)
Mahalle, P., Babar, S., Prasad, N.R., Prasad, R.: Identity management framework towards internet of things (IoT): roadmap and key challenges. In: Meghanathan, N., Boumerdassi, S., Chaki, N., Nagamalai, D. (eds.) CNSA 2010. CCIS, vol. 89, pp. 430–439. Springer, Heidelberg (2010). https://doi.org/10.1007/978-3-642-14478-3_43
Li, R.Y.M., Li, H.C.Y., Mak, C.K., Tang, T.B.: Sustainable smart home and home automation: big data analytics approach. Int. J. Smart Home 10(8), 177–198 (2016)
Li, S., Wang, H., Xu, T., Zhou, G.: Application study on internet of things in environment protection field. In: Yang, D. (ed.) Informatics in Control, Automation and Robotics. LNEE, Springer, Heidelberg, vol. 133, pp. 99–106 (2011). https://doi.org/10.1007/978-3-642-25992-0_13
Lee, J., Bagheri, B., Kao, H.: A cyber-physical systems architecture for industry 4.0-based manufacturing systems. Manufact. Lett. 3, 18–23 (2015)
Delgado, E.: The Internet of Things: Emergence, Perspectives, Privacy and Security Issues. Nova Science Publishers, New York (2015). Incorporated
Watts, S.: The Internet of Things (IoT): Applications, Technology, and Privacy Issues. Nova Science Publishers, New York (2016). Incorporated
Acharjya, D.P., Geetha, M.K.: Internet of Things: Novel Advances and Envisioned Applications. Springer, Heidelberg (2017). https://doi.org/10.1007/978-3-319-53472-5
Giaffreda, R., Caganova, D., Li, Y., Riggio, R., Voisard, A. (eds.): Internet of Things. IoT Infrastructures. IoT360 2014. LNICST, vol. 151. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-19743-2
Keramidas, G., Voros, N., Hübner, M. (eds.): Components and Services for IoT Platforms: Paving the Way for IoT Standards. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-42304-3
Jeschke, S., Brecher, C., Song, H., Rawat, D.B. (eds.): Industrial Internet of Things. SSWT. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-42559-7
Goes, J.: Circuits and Systems for the Internet of Things CAS4IoT. River Publishers, Houston (2017)
Kalidoss, R., Bhagyaveni, M.A., Shanmugavel, K.S.: Cognitive Radio - An Enabler for Internet of Things. River Publishers, Houston (2017)
Zadeh, L.A.: The role of fuzzy logic in modeling, identification and control. Model. Ident. Control 15(3), 191–203 (1994)
Takagi, T., Sugeno, M.: Fuzzy identification of systems and its applications to modeling and control. IEEE Trans. Syst. Man, Cybern. 15(1), 116–132 (1985). https://doi.org/10.1109/TSMC.1985.6313399
Piegat, A.: Fuzzy Modeling and Control. Springer, Heidelberg (2001). https://doi.org/10.1007/978-3-7908-1824-6
Jang, J.-S.R., Sun, C.-T., Mizutani, E.: Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence. Prentice Hall, Upper Saddle River (1996)
Pomorova, O., Savenko, O., Lysenko, S., Kryshchuk, A.: Multi-agent based approach for botnet detection in a corporate area network using fuzzy logic. In: Kwiecień, A., Gaj, P., Stera, P. (eds.) CN 2013. CCIS, vol. 370, pp. 146–156. Springer, Heidelberg (2013). https://doi.org/10.1007/978-3-642-38865-1_16
Wang, L., Kazmierski, T.J.: VHDL-AMS based genetic optimization of fuzzy logic controllers. Int. J. Comput. Math. Electr. Electron. Eng. 26(2), 447–460 (2007)
Kondratenko, Y.P., Kozlov, O.V., Klymenko, L.P., Kondratenko, G.V.: Synthesis and research of neuro-fuzzy model of ecopyrogenesis multi-circuit circulatory system. In: Jamshidi, M., Kreinovich, V., Kacprzyk, J. (eds.) Advance Trends in Soft Computing. SFSC, vol. 312, pp. 1–14. Springer, Cham (2014). https://doi.org/10.1007/978-3-319-03674-8_1
Kondratenko, Y.P., Kozlov, O.V., Gerasin, O.S., Zaporozhets, Y.M.: Synthesis and research of neuro-fuzzy observer of clamping force for mobile robot automatic control system. In: Proceedings of the 2016 IEEE First International Conference on Data Stream Mining and Processing (DSMP), Lviv, Ukraine, pp. 90–95 (2016)
Kondratenko, Y.P., Zaporozhets, Y.M., Rudolph, J., Gerasin, O.S., Topalov, A.M., Kozlov, O.V.: Features of clamping electromagnets using in wheel mobile robots and modeling of their interaction with ferromagnetic plate. In: Proceedings of the 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), Bucharest, Romania, vol. 1, pp. 453–458 (2017)
Kondratenko, Y.P., Korobko, O.V., Kozlov, O.V.: Synthesis and optimization of fuzzy controller for thermoacoustic plant. In: Zadeh, L.A., Abbasov, A.M., Yager, R.R., Shahbazova, S.N., Reformat, M.Z. (eds.) Recent Developments and New Direction in Soft-Computing Foundations and Applications. SFSC, vol. 342, pp. 453–467. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-32229-2_31
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG, part of Springer Nature
About this paper
Cite this paper
Kondratenko, Y., Kozlov, O., Korobko, O., Topalov, A. (2018). Complex Industrial Systems Automation Based on the Internet of Things Implementation. In: Bassiliades, N., et al. Information and Communication Technologies in Education, Research, and Industrial Applications. ICTERI 2017. Communications in Computer and Information Science, vol 826. Springer, Cham. https://doi.org/10.1007/978-3-319-76168-8_8
Download citation
DOI: https://doi.org/10.1007/978-3-319-76168-8_8
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-76167-1
Online ISBN: 978-3-319-76168-8
eBook Packages: Computer ScienceComputer Science (R0)