{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T21:52:34Z","timestamp":1742939554545,"version":"3.40.3"},"publisher-location":"Cham","reference-count":30,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030519704"},{"type":"electronic","value":"9783030519711"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-51971-1_50","type":"book-chapter","created":{"date-parts":[[2020,8,8]],"date-time":"2020-08-08T17:03:00Z","timestamp":1596906180000},"page":"614-626","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Development of Elements of an Intelligent High-Performance Platform of a Distributed Decision Support System for Monitoring and Diagnostics of Technological Objects"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4505-2851","authenticated-orcid":false,"given":"Vladimir","family":"Bukhtoyarov","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3959-2969","authenticated-orcid":false,"given":"Vadim","family":"Tynchenko","sequence":"additional","affiliation":[]},{"given":"Eduard","family":"Petrovsky","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9977-473X","authenticated-orcid":false,"given":"Kirill","family":"Bashmur","sequence":"additional","affiliation":[]},{"given":"Roman","family":"Sergienko","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,8,9]]},"reference":[{"key":"50_CR1","unstructured":"Lasi, H., et al.: Industry 4.0. Bus. Inf. Syst. Eng. 6(4), 239\u2013242 (2014)"},{"key":"50_CR2","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1016\/j.compchemeng.2012.06.037","volume":"47","author":"J Davis","year":"2012","unstructured":"Davis, J., et al.: Smart manufacturing, manufacturing intelligence and demand-dynamic performance. Comput. Chem. Eng. 47, 145\u2013156 (2012)","journal-title":"Comput. Chem. Eng."},{"key":"50_CR3","unstructured":"Coalition, S.M.L.: Smart Manufacturing, Manufacturing Intelligence and Demand-Dynamic Performance, Smart Manufacturing Coalition (2011)"},{"key":"50_CR4","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1016\/j.procir.2014.03.115","volume":"17","author":"L Monostori","year":"2014","unstructured":"Monostori, L.: Cyber-physical production systems: roots, expectations and R&D challenges. Procedia Cirp 17, 9\u201313 (2014)","journal-title":"Procedia Cirp"},{"key":"50_CR5","unstructured":"Lee, J., Bagheri, B., Kao, H.A.: A cyber-physical systems architecture for industry 4.0-based manufacturing systems. Manuf. Lett. 3, 18\u201323 (2015)"},{"key":"50_CR6","doi-asserted-by":"publisher","first-page":"517","DOI":"10.1016\/j.jmsy.2015.04.008","volume":"37","author":"L Wang","year":"2015","unstructured":"Wang, L., T\u00f6rngren, M., Onori, M.: Current status and advancement of cyber-physical systems in manufacturing. J. Manuf. Syst. 37, 517\u2013527 (2015)","journal-title":"J. Manuf. Syst."},{"key":"50_CR7","doi-asserted-by":"crossref","unstructured":"Uhlemann, T.H.J., Lehmann, C., Steinhilper, R.: The digital twin: realizing the cyber-physical production system for industry 4.0. Procedia Cirp 61, 335\u2013340 (2017)","DOI":"10.1016\/j.procir.2016.11.152"},{"key":"50_CR8","doi-asserted-by":"crossref","unstructured":"Jazdi, N.: Cyber physical systems in the context of Industry 4.0. In: 2014 IEEE International Conference on Automation, Quality and Testing, Robotics, pp. 1\u20134. IEEE Press, New York (2014)","DOI":"10.1109\/AQTR.2014.6857843"},{"key":"50_CR9","doi-asserted-by":"crossref","unstructured":"Bagheri, B., et al.: Cyber-physical systems architecture for self-aware machines in industry 4.0 environment. IFAC-PapersOnLine 48(3), 1622\u20131627 (2015)","DOI":"10.1016\/j.ifacol.2015.06.318"},{"key":"50_CR10","doi-asserted-by":"crossref","unstructured":"Gilchrist, A.: Industry 4.0: the industrial internet of things. Apress (2016)","DOI":"10.1007\/978-1-4842-2047-4_2"},{"key":"50_CR11","doi-asserted-by":"publisher","first-page":"113","DOI":"10.1016\/j.promfg.2017.04.043","volume":"9","author":"THJ Uhlemann","year":"2017","unstructured":"Uhlemann, T.H.J., et al.: The digital twin: demonstrating the potential of real time data acquisition in production systems. Procedia Manuf. 9, 113\u2013120 (2017)","journal-title":"Procedia Manuf."},{"issue":"30","key":"50_CR12","doi-asserted-by":"publisher","first-page":"12","DOI":"10.1016\/j.ifacol.2016.11.115","volume":"49","author":"GN Schroeder","year":"2016","unstructured":"Schroeder, G.N., et al.: Digital twin data modeling with automation and a communication methodology for data exchange. IFAC-PapersOnLine 49(30), 12\u201317 (2016)","journal-title":"IFAC-PapersOnLine"},{"issue":"5","key":"50_CR13","doi-asserted-by":"publisher","first-page":"1282","DOI":"10.1002\/aic.11475","volume":"54","author":"JD Kelly","year":"2008","unstructured":"Kelly, J.D., Zyngier, D.: A new and improved MILP formulation to optimize observability, redundancy and precision for sensor network problems. AIChE J. 54(5), 1282\u20131291 (2008)","journal-title":"AIChE J."},{"issue":"1","key":"50_CR14","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1080\/0951192X.2013.800234","volume":"28","author":"D Mourtzis","year":"2015","unstructured":"Mourtzis, D., et al.: The role of simulation in digital manufacturing: applications and outlook. Int. J. Comput. Integr. Manuf. 28(1), 3\u201324 (2015)","journal-title":"Int. J. Comput. Integr. Manuf."},{"key":"50_CR15","unstructured":"Grant, T., Eijk, E., Venter, H.S.: Assessing the feasibility of conducting the digital forensic process in real time. In: International Conference on Cyber Warfare and Security-ICCWS 2016, pp. 146\u2013155. Academic Conferences and Publishing International (ACPI), Boston (2016)"},{"issue":"4","key":"50_CR16","doi-asserted-by":"publisher","first-page":"592","DOI":"10.1109\/TIM.2016.2640579","volume":"66","author":"L Ascorti","year":"2017","unstructured":"Ascorti, L., et al.: A wireless cloud network platform for industrial process automation: Critical data publishing and distributed sensing. IEEE Trans. Instrum. Meas. 66(4), 592\u2013603 (2017)","journal-title":"IEEE Trans. Instrum. Meas."},{"key":"50_CR17","first-page":"171","volume":"12","author":"N Luo","year":"2012","unstructured":"Luo, N., et al.: Cloud computing and virtual reality based virtual factory of chemical processes. Chem. Ind. Eng. Prog. 12, 171\u2013183 (2012)","journal-title":"Chem. Ind. Eng. Prog."},{"issue":"2","key":"50_CR18","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1016\/J.ENG.2017.02.012","volume":"3","author":"Z Yuan","year":"2017","unstructured":"Yuan, Z., Qin, W., Zhao, J.: Smart manufacturing for the oil refining and petrochemical industry. Engineering 3(2), 179\u2013182 (2017)","journal-title":"Engineering"},{"key":"50_CR19","doi-asserted-by":"crossref","unstructured":"Ascorti, L., et al.: A wireless cloud network platform for critical data publishing in industrial process automation. In: 2016 IEEE Sensors Applications Symposium (SAS), pp. 1\u20136. IEEE Press, New York (2016)","DOI":"10.1109\/SAS.2016.7479872"},{"key":"50_CR20","doi-asserted-by":"crossref","unstructured":"Al-Fadhli, M., Zaher, A.: A smart SCADA system for oil refineries. In: 2018 International Conference on Computing Sciences and Engineering (ICCSE), pp. 1\u20136. IEEE Press, New York (2018)","DOI":"10.1109\/ICCSE1.2018.8373996"},{"key":"50_CR21","unstructured":"Bey, K.B., Benhammadi, F., Benaissa, R.: Balancing heuristic for independent task scheduling in cloud computing. In: 2015 12th International Symposium on Programming and Systems (ISPS), pp. 1\u20136. IEEE Press, New York (2015)"},{"key":"50_CR22","unstructured":"Xu, L.D., Duan, L.: Big data for cyber physical systems in industry 4.0: a survey. Enterp. Inf. Syst. 13(2), 148\u2013169 (2019)"},{"issue":"9","key":"50_CR23","doi-asserted-by":"publisher","first-page":"3092","DOI":"10.1002\/aic.14523","volume":"60","author":"SJ Qin","year":"2014","unstructured":"Qin, S.J.: Process data analytics in the era in big data. AIChE J. 60(9), 3092\u20133100 (2014)","journal-title":"AIChE J."},{"key":"50_CR24","doi-asserted-by":"crossref","unstructured":"Zhao, C., et al.: An architecture of knowledge cloud based on manufacturing big data. In: IECON 2018-44th Annual Conference of the IEEE Industrial Electronics Society, pp. 4176\u20134180. IEEE Press, New York (2018)","DOI":"10.1109\/IECON.2018.8591529"},{"key":"50_CR25","unstructured":"Joly, M., et al.: Refinery production scheduling toward Industry 4.0. Front. Manag. Eng. 37, 1877\u20131882 (2017)"},{"key":"50_CR26","doi-asserted-by":"crossref","unstructured":"Savazzi, S., et al.: Towards a factory-of-things: channel modeling and deployment assessment in PetroEcuador Esmeraldas oil refinery. In: 2016 8th IEEE Latin-American Conference on Communications (LATINCOM), pp. 1\u20136. IEEE Press, New York (2016)","DOI":"10.1109\/LATINCOM.2016.7811564"},{"key":"50_CR27","doi-asserted-by":"crossref","unstructured":"Bukhtoyarov, V., Semenkina, O.: Comprehensive evolutionary approach for neural network ensemble automatic design. In: Proceedings of the IEEE World Congress on Computational Intelligence, pp. 1640\u20131648. IEEE Press, New York (2010)","DOI":"10.1109\/CEC.2010.5586516"},{"key":"50_CR28","doi-asserted-by":"crossref","unstructured":"Bukhtoyarov, V., Zhukov, V.: Ensemble-distributed approach in classification problem solution for intrusion detection systems. In: International Conference on Intelligent Data Engineering and Automated Learning, pp. 255\u2013265. Springer, Cham (2014)","DOI":"10.1007\/978-3-319-10840-7_32"},{"key":"50_CR29","doi-asserted-by":"crossref","unstructured":"Bukhtoyarov, V.V., Tynchenko, V.S., Petrovsky, E.A.: Multi-stage intelligent system for diagnostics of pumping equipment for oil and gas industries. In: IOP Conference Series: Earth and Environmental Science, vol. 272, no. 3, art. 032030. IOP Publishing (2019)","DOI":"10.1088\/1755-1315\/272\/3\/032030"},{"key":"50_CR30","unstructured":"Asuncion, A., Newman, D.: UCI machine learning repository. Meta (2007)"}],"container-title":["Advances in Intelligent Systems and Computing","Artificial Intelligence and Bioinspired Computational Methods"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-51971-1_50","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,12]],"date-time":"2021-04-12T19:36:12Z","timestamp":1618256172000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-51971-1_50"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030519704","9783030519711"],"references-count":30,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-51971-1_50","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"9 August 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CSOC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Computer Science On-line Conference","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Zlin","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Czech Republic","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 July 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 July 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"csolc2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/csoc.openpublish.eu","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}