{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,30]],"date-time":"2025-10-30T07:11:57Z","timestamp":1761808317703,"version":"build-2065373602"},"reference-count":29,"publisher":"MDPI AG","issue":"20","license":[{"start":{"date-parts":[[2019,10,12]],"date-time":"2019-10-12T00:00:00Z","timestamp":1570838400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"<jats:p>Large scale, complex, networked enterprises, as may be considered (trans)national energy systems, multi-national manufacturing enterprises, smart cities a.s.o. are structures that can be characterized as systems of systems (SoS) and, as such, require specific modelling paradigms and control architectures to ensure their successful running. Their main characteristic is the necessity of solving practically one-of-a-kind problems with respect to the external context and internal configuration, thus dealing with dynamically evolving flows of data and information. The paper introduces the concept of intelligent cyber-enterprise, as an integrating paradigm that uses information and knowledge dynamics, in order to model and control SoS, especially focusing on the importance of appropriately adapt external and internal perception of an enterprise through a new generation of sensorial systems\u2014the perceptive interfaces. The authors analyze sensing and perception in relation to intelligent cyber enterprise model and propose an implementation for a perceptive system interface.<\/jats:p>","DOI":"10.3390\/s19204422","type":"journal-article","created":{"date-parts":[[2019,10,14]],"date-time":"2019-10-14T03:54:13Z","timestamp":1571025253000},"page":"4422","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["A Perceptive Interface for Intelligent Cyber Enterprises"],"prefix":"10.3390","volume":"19","author":[{"given":"Ioan","family":"Dumitrache","sequence":"first","affiliation":[{"name":"Automatic Control and Systems Engineering Department Bucharest, University Politehnica of Bucharest, 999032 Bucharest, Romania"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Simona Iuliana","family":"Caramihai","sequence":"additional","affiliation":[{"name":"Automatic Control and Industrial Informatics Department Bucharest, University Politehnica of Bucharest, 999032 Bucharest, Romania"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4434-9138","authenticated-orcid":false,"given":"Mihnea Alexandru","family":"Moisescu","sequence":"additional","affiliation":[{"name":"Automatic Control and Industrial Informatics Department Bucharest, University Politehnica of Bucharest, 999032 Bucharest, Romania"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5787-7848","authenticated-orcid":false,"given":"Ioan Stefan","family":"Sacala","sequence":"additional","affiliation":[{"name":"Automatic Control and Systems Engineering Department Bucharest, University Politehnica of Bucharest, 999032 Bucharest, Romania"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luige","family":"Vladareanu","sequence":"additional","affiliation":[{"name":"Institute of Solid Mechanics of the Romanian Academy, 010141 Bucharest, Romania"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dragos","family":"Repta","sequence":"additional","affiliation":[{"name":"Automatic Control and Industrial Informatics Department Bucharest, University Politehnica of Bucharest, 999032 Bucharest, Romania"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2019,10,12]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1080\/17517575.2012.684401","article-title":"Systematisation of Interoperability Body of Knowledge: The foundation for Enterprise Interoperability as a science","volume":"7","author":"Grilo","year":"2013","journal-title":"Enterp. Inf. Syst."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"621","DOI":"10.1016\/j.cirp.2016.06.005","article-title":"Cyber-physical systems in manufacturing","volume":"65","author":"Monostori","year":"2016","journal-title":"Cirp Ann."},{"key":"ref_3","unstructured":"(2019). Cyber-Physical Systems (CPS), Program Solicitation NSF 19\u2013553, National Science Foundation."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"409","DOI":"10.24846\/v24i4y201505","article-title":"Versatile intelligent portable robot control platform based on cyber physical systems principles","volume":"24","author":"Vladareanu","year":"2015","journal-title":"Stud. Inform. Control"},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"325","DOI":"10.24846\/v26i3y201708","article-title":"A conceptual framework for modeling and design of Cyber-Physical Systems","volume":"26","author":"Dumitrache","year":"2017","journal-title":"Stud. Inform. Control"},{"key":"ref_6","doi-asserted-by":"crossref","unstructured":"Taherizadeh, S., Stankovski, V., and Grobelnik, M. (2018). A capillary computing architecture for dynamic internet of things: Orchestration of microservices from edge devices to fog and cloud providers. Sensors, 18.","DOI":"10.3390\/s18092938"},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"747","DOI":"10.1016\/j.future.2019.07.030","article-title":"Trust management in a blockchain based fog computing platform with trustless smart oracles","volume":"101","author":"Kochovski","year":"2019","journal-title":"Future Gener. Comput. Syst."},{"key":"ref_8","doi-asserted-by":"crossref","unstructured":"Zhang, X., Liu, X., Tang, S., Kr\u00f3lczyk, G., and Li, Z. (2019). Solving Scheduling Problem in a Distributed Manufacturing System Using a Discrete Fruit Fly Optimization Algorithm. Energies, 12.","DOI":"10.3390\/en12173260"},{"key":"ref_9","first-page":"1447","article-title":"Material Flow Optimization\u2014A Case Study in Automotive Industry","volume":"22","author":"Krolczyk","year":"2015","journal-title":"Tehnicki vjesnik\/Tech. Gaz."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1016\/j.compind.2015.08.001","article-title":"New perspectives for the future interoperable enterprise systems","volume":"79","author":"Panetto","year":"2016","journal-title":"Comput. Ind."},{"key":"ref_11","doi-asserted-by":"crossref","unstructured":"Pirayesh, A., Doumeingts, G., Seregni, M., Gusmeroli, S., Westphal, I., Gonzalez, L., Hans, C., N\u00fa\u00f1ez Ari\u00f1o, M.J., Canepa Eugenio, A., and Laskurain, A. (2018). Conceptual Framework for Product Service Systems. Systems, 6.","DOI":"10.20944\/preprints201802.0112.v1"},{"key":"ref_12","first-page":"96","article-title":"Towards the development of semantically enabled flexible process monitoring systems","volume":"30","author":"Repta","year":"2017","journal-title":"Int. J. Comput. Integr. Manuf."},{"key":"ref_13","doi-asserted-by":"crossref","unstructured":"Ponce-de-Le\u00f3n, H., Rodr\u00edguez, C., Carmona, J., Heljanko, K., and Haar, S. (2015). Unfolding-Based Process Discovery. Automated Technology for Verification and Analysis, Springer International Publishing.","DOI":"10.1007\/978-3-319-24953-7_4"},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"517","DOI":"10.1016\/j.jmsy.2015.04.008","article-title":"Current status and advancement of cyber-physical systems in manufacturing","volume":"37","author":"Wang","year":"2015","journal-title":"J. Manuf. Syst."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"821","DOI":"10.3182\/20140824-6-ZA-1003.01282","article-title":"Intelligent cyber-enterprise in the production context","volume":"47","author":"Dumitrache","year":"2014","journal-title":"IFAC Proc. Vol."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1016\/j.mfglet.2014.12.001","article-title":"A cyber-physical systems architecture for industry 4.0-based manufacturing systems","volume":"3","author":"Lee","year":"2015","journal-title":"Manuf. Lett."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1016\/j.compind.2015.08.004","article-title":"Industrial automation based on cyber-physical systems technologies: Prototype implementations and challenges","volume":"81","author":"Colombo","year":"2016","journal-title":"Comput. Ind."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"118289","DOI":"10.1016\/j.jclepro.2019.118289","article-title":"Mathematical Modeling and Multi-Attribute Rule Mining for Energy Efficient Job-Shop Scheduling","volume":"241","author":"Zhang","year":"2019","journal-title":"J. Clean. Prod."},{"key":"ref_19","doi-asserted-by":"crossref","unstructured":"Parslov, J.F., and Mortensen, N.H. (2015). Interface definitions in literature: A reality check. Concurr. Eng.","DOI":"10.1177\/1063293X15580136"},{"key":"ref_20","unstructured":"Standard, M.J. (1993). ISO\/IEC 2382-1:1993 Information Technology\u2014Vocabulary."},{"key":"ref_21","doi-asserted-by":"crossref","unstructured":"Sacala, I.S., Moisescu, M.A., and Repta, D. (2013, January 29\u201331). Towards the development of the future internet based enterprise in the context of cyber-physical systems. Proceedings of the 2013 19th International Conference on Control Systems and Computer Science, Bucharest, Romania.","DOI":"10.1109\/CSCS.2013.84"},{"key":"ref_22","doi-asserted-by":"crossref","unstructured":"Kannengiesser, U., Neubauer, M., and Heininger, R. (2015). Subject-oriented BPM as the glue for integrating enterprise processes in smart factories. OTM Confederated International Conferences \u201cOn the Move to Meaningful Internet Systems\u201d, Springer.","DOI":"10.1007\/978-3-319-26138-6_11"},{"key":"ref_23","doi-asserted-by":"crossref","unstructured":"Seiger, R., Huber, S., and Schlegel, T. (2015). Proteus: An integrated system for process execution in cyber-physical systems. Enterprise, Business-Process and Information Systems Modeling, Springer.","DOI":"10.1007\/978-3-319-19237-6_17"},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1109\/MIC.2012.12","article-title":"Process mining put into context","volume":"16","author":"Dustdar","year":"2012","journal-title":"IEEE Internet Comput."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1080\/17517575.2014.939107","article-title":"A new practice-driven approach to develop software in a cyber-physical system environment","volume":"10","author":"Jiang","year":"2016","journal-title":"Enterp. Inf. Syst."},{"key":"ref_26","doi-asserted-by":"crossref","unstructured":"Dumitrache, I., Caramihai, S.I., and Stanescu, A. (2013, January 29\u201331). From mass production to intelligent cyber-enterprise. Proceedings of the 2013 19th International Conference on Control Systems and Computer Science, Bucharest, Romania.","DOI":"10.1109\/CSCS.2013.100"},{"key":"ref_27","unstructured":"Starzyk, J.A., Guo, Y., and Zhu, Z. (2004, January 26\u201330). Dynamically reconfigurable neuron architecture for the implementation of self-organizing learning array. Proceedings of the 18th International Parallel and Distributed Processing Symposium, 2004 Proceedings, Santa Fe, NM, USA."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1016\/j.compchemeng.2012.06.037","article-title":"Smart manufacturing, manufacturing intelligence and demand-dynamic performance","volume":"47","author":"Davis","year":"2012","journal-title":"Comput. Chem. Eng."},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"158","DOI":"10.1016\/j.comnet.2015.12.017","article-title":"Towards smart factory for Industry 4.0: A self-organized multi-agent system with big data based feedback and coordination","volume":"101","author":"Wang","year":"2016","journal-title":"Comput. Netw."}],"container-title":["Sensors"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/1424-8220\/19\/20\/4422\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T13:25:42Z","timestamp":1760189142000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/1424-8220\/19\/20\/4422"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10,12]]},"references-count":29,"journal-issue":{"issue":"20","published-online":{"date-parts":[[2019,10]]}},"alternative-id":["s19204422"],"URL":"https:\/\/doi.org\/10.3390\/s19204422","relation":{},"ISSN":["1424-8220"],"issn-type":[{"type":"electronic","value":"1424-8220"}],"subject":[],"published":{"date-parts":[[2019,10,12]]}}}