{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T21:21:29Z","timestamp":1742937689325,"version":"3.40.3"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319239811"},{"type":"electronic","value":"9783319239835"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"unspecified","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":[[2015]]},"DOI":"10.1007\/978-3-319-23983-5_2","type":"book-chapter","created":{"date-parts":[[2015,9,28]],"date-time":"2015-09-28T10:56:04Z","timestamp":1443437764000},"page":"13-23","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Closed Loop Identification of Nuclear Steam Generator Water Level Using ESN Network Tuned by Genetic Algorithm"],"prefix":"10.1007","author":[{"given":"Glauco","family":"Martins","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marley","family":"Vellasco","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Roberto","family":"Schirru","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pedro","family":"Vellasco","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,10,22]]},"reference":[{"key":"2_CR1","unstructured":"Aguirre, L.: Introdu\u00e7\u00e3o \u00c0 Identifica\u00e7\u00e3o de Sistemas: T\u00e9cnicas Lineares e N\u00e3o-Lineares Aplicadas a Sistemas Reais. 2a. UFMG (2004). ISBN 8570415842 (in Portuguese)"},{"key":"2_CR2","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1007\/978-1-4613-2183-5_2","volume":"17","author":"M Jervis","year":"1986","unstructured":"Jervis, M.: Models and Simulation in Nuclear Power Station Design and Operation. Advances in Nuclear Science and Technology 17, 77\u2013115 (1986)","journal-title":"Advances in Nuclear Science and Technology"},{"key":"2_CR3","unstructured":"Digital Instrumentation and Control Design Guide. EPRI, Product ID: 3002002989 (2014)"},{"key":"2_CR4","unstructured":"Aguirre, L.: Enciclop\u00e9dia de Autom\u00e1tica-Controle e Automa\u00e7\u00e3o, vol. 3. 1a. Edgar Blucher (2007). ISBN 8521204108 (in Portuguese)"},{"issue":"1","key":"2_CR5","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1109\/72.80202","volume":"1","author":"K Narendra","year":"1990","unstructured":"Narendra, K., Parthasarathy, K.: Identification and control of dynamical systems using neural networks. IEEE Trans. on Neural Networks 1(1), 4\u201327 (1990)","journal-title":"IEEE Trans. on Neural Networks"},{"key":"2_CR6","doi-asserted-by":"crossref","unstructured":"Gang, Z., Xin, C., Weicheng, Y., Wei, P.: Identification of dynamics for nuclear steam generator water level process using RBF neural networks. In: 8th ICEMI, pp. 3\u2013379 (2007)","DOI":"10.1109\/ICEMI.2007.4350934"},{"key":"2_CR7","unstructured":"Haykin S.: Neural Networks: a Comprehensive Foudantion, 2nd edn. Prentice Hall (1998)"},{"key":"2_CR8","unstructured":"Jaeger, H.: A tutorial on training recurrent n. networks, covering bppt, rtrl, and the echo state network approach. Tech. report, Fraunhofer Inst. for Aut. Intelligent Systems (2013)"},{"key":"2_CR9","unstructured":"Jaeger, H.: The \u201cecho state\u201d approach to analyzing and training recurrent neural networks. Technical report, Fraunhofer Institute for Autonomous Intelligent Systems (2010)"},{"key":"2_CR10","unstructured":"Irving, E., Miossec, C., Tassart, J.: Toward efficient full automatic operation of the PWR steam generator with water level adaptive control. In: Proc. Int. Conf. Boiler Dynamics Contr. Nuclear Power Stations, London, U.K., pp. 309\u2013329 (1980)"},{"key":"2_CR11","doi-asserted-by":"crossref","unstructured":"Ablay, G.: Steam generator level control with an observer-based algebraic approach. In.: 8th Int. Conf. in Electrical and Electronics Engineering (ELECO), pp. 137\u2013141 (2013)","DOI":"10.1109\/ELECO.2013.6713819"},{"key":"2_CR12","doi-asserted-by":"publisher","first-page":"512","DOI":"10.1016\/j.anucene.2010.01.008","volume":"37","author":"Z Ahmed","year":"2010","unstructured":"Ahmed, Z.: Data-driven controller of nuclear steam generator by set membership function approximation. Annual of Nuclear Energy 37, 512\u2013521 (2010)","journal-title":"Annual of Nuclear Energy"},{"key":"2_CR13","unstructured":"Mousa, H., Koutb, M., El-Araby, M., Ali, E.: Design of optimal fuzzy controller for water level of U-Tube steam generator in nuclear power station. J. A. Science, 629\u2013636 (2011)"},{"key":"2_CR14","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1016\/S0019-0578(00)00015-X","volume":"39","author":"F Zhao","year":"2000","unstructured":"Zhao, F., Ou, J., Du, W.: Simulation Modeling of Nuclear Steam Generator Water Level Process-a Case Study. ISA Transactions 39, 143\u2013151 (2000)","journal-title":"ISA Transactions"},{"key":"2_CR15","doi-asserted-by":"crossref","unstructured":"Billings, S.: Nonlinear System Identification: NARMAX, Methods in the Time, Frequency, and Spatio-Temporal Domains. Wiley (2013)","DOI":"10.1002\/9781118535561"},{"key":"2_CR16","doi-asserted-by":"crossref","unstructured":"Billings, S.A.: Identif. of nonlinear systems \u2013 a survey. IEE proc. Pt. D 127(6), 272\u2013285","DOI":"10.1049\/ip-d.1980.0047"},{"key":"2_CR17","doi-asserted-by":"crossref","unstructured":"Ferreira, A., Ludermir, T.: Comparing evolutionary methods for reservoir computing pre-training. In: 2011 Proc. Int. Joint Conf. on Neural Networks (JCNN), pp. 283\u2013290","DOI":"10.1109\/IJCNN.2011.6033233"},{"key":"2_CR18","unstructured":"Goldberg, D.: Genetic Algorithms in Search, Optimization and Machine Learning. Addison Wesley (1989)"},{"key":"2_CR19","unstructured":"Jaeger, H.: Simple toolbox for ESNs (2009). \n                    http:\/\/reservoir-computing.org\/software"},{"key":"2_CR20","unstructured":"MATLAB GA toolbox. \n                    http:\/\/www.mathworks.com\/discovery\/genetic-algorithm.html"}],"container-title":["Communications in Computer and Information Science","Engineering Applications of Neural Networks"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-23983-5_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,30]],"date-time":"2019-05-30T21:57:18Z","timestamp":1559253438000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-23983-5_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319239811","9783319239835"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-23983-5_2","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"22 October 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}