{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,11]],"date-time":"2025-06-11T22:04:59Z","timestamp":1749679499103},"publisher-location":"Berlin, Heidelberg","reference-count":28,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642221750"},{"type":"electronic","value":"9783642221767"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011]]},"DOI":"10.1007\/978-3-642-22176-7_10","type":"book-chapter","created":{"date-parts":[[2011,8,9]],"date-time":"2011-08-09T03:04:21Z","timestamp":1312859061000},"page":"261-283","source":"Crossref","is-referenced-by-count":5,"title":["Application of Artificial Neural Networks for the Prediction of a 20-kWp Grid-Connected Photovoltaic Plant Power Output"],"prefix":"10.1007","author":[{"given":"Adel","family":"Mellit","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alessandro Massi","family":"Pavan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Soteris A.","family":"Kalogirou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"10_CR1","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1016\/j.solener.2005.06.010","volume":"80","author":"W. Soto De","year":"2006","unstructured":"De Soto, W., Klein, S.A., Beckman, W.A.: Improvement and validation of a model for photovoltaic array performance. Solar Energy\u00a080, 78\u201388 (2006)","journal-title":"Solar Energy"},{"key":"10_CR2","unstructured":"Gianolli-Rossi, E., Krebs, K.: Energy rating of PV modules by outdoor response analysis. In: 8th E.C. PV Solar Energy Conference, Florence, Italy (1988)"},{"key":"10_CR3","doi-asserted-by":"crossref","unstructured":"Gupta, M.M., Liang, J., Noriyasu, H.: Static and dynamic neural networks. In: Zadeh, L.A. (ed.) Fundamentals to Advanced Theory. IEEE press, John Wiley and Sons Ltd. (2003)","DOI":"10.1002\/0471427950"},{"key":"10_CR4","volume-title":"Neural networks: A comprehensive foundation","author":"S. Haykin","year":"1999","unstructured":"Haykin, S.: Neural networks: A comprehensive foundation, 2nd edn. Macmillan, Basingstoke (1999)","edition":"2"},{"key":"10_CR5","unstructured":"IEA (2006) Trends in photovoltaic applications. Survey report of selected IEA countries between 1992 and 2006. International Energy Agency"},{"key":"10_CR6","unstructured":"IEC - CEI EN Std. 61724, Photovoltaic system performance monitoring - Guidelines for measurement, data exchange and analysis, International Electro-technical Commission (1999)"},{"key":"10_CR7","unstructured":"IEC 61724, Photovoltaic System Performance Monitoring - Guidelines for Measurement, Data Exchange and Analysis (1998)"},{"issue":"4","key":"10_CR8","doi-asserted-by":"publisher","first-page":"373","DOI":"10.1016\/S1364-0321(01)00006-5","volume":"5","author":"S.A. Kalogirou","year":"2001","unstructured":"Kalogirou, S.A.: Artificial Neural Networks in Renewable Energy Systems: A Review. Renewable & Sustainable Energy Reviews\u00a05(4), 373\u2013401 (2001)","journal-title":"Renewable & Sustainable Energy Reviews"},{"key":"10_CR9","unstructured":"King, D.L., Kratochvil, J.A., Boyson, W.E., Bower, W.I.: Field Experience with a New Performance Characterization Procedure for Photovoltaic Arrays. Presented at the 2nd World Conference and Exhibition on Photovoltaic Solar Energy Conversion, Vienna, Austria, July 6-10 (1998)"},{"key":"10_CR10","volume-title":"Fusion of neural networks, fuzzy systems and genetic algorithms: Industrial Applications","author":"C.J. Lakhmi","year":"1998","unstructured":"Lakhmi, C.J., Martin, N.M.: Fusion of neural networks, fuzzy systems and genetic algorithms: Industrial Applications. CRC Press, LLC, Boca Raton (1998)"},{"key":"10_CR11","doi-asserted-by":"crossref","unstructured":"Livingstone, D.J.: Artificial neural networks: Methods and Applications. Humana Press (2008)","DOI":"10.1007\/978-1-60327-101-1"},{"key":"10_CR12","doi-asserted-by":"crossref","unstructured":"Lughi, V., Massi Pavan, A., Quaia, S., Sulligoi, G.: Economical analysis and innovative solutions for grid connected PV plants. In: Proceeding of Speedam, International Conference on Power Electronics, Electrical Drives. Automation and Motion, Ischia (Italy), June 11-13, pp. 211\u2013216 (2008)","DOI":"10.1109\/SPEEDHAM.2008.4581299"},{"key":"10_CR13","unstructured":"Marion, A., Adelstein, J., Boyle, K., Hayden, H., Hammond, B., Fletcher, T., Canada Narang, B., Shugar, D., Wenger, D., Kimber, H., Mitchell, A., Rich, L., Townsend, G.: Performance parameters for grid-connected PV systems. In: 31st IEEE Photovoltaics Specialist Conference and Exhibition, Lake Buena Vista, Florida (2005)"},{"key":"10_CR14","doi-asserted-by":"publisher","first-page":"1387","DOI":"10.1016\/j.renene.2009.11.010","volume":"35","author":"F. Mavromatakis","year":"2010","unstructured":"Mavromatakis, F., Makrides, G., Georghiou, G., Pothrakis, A., Franghiadakis, Y., Drakakis, E., Koudoumas, E.: Modeling the photovoltaic potential of a site. Renewable Energy\u00a035, 1387\u20131390 (2010)","journal-title":"Renewable Energy"},{"key":"10_CR15","unstructured":"Mayer, D., Wald, L., Poissant, Y., Pelland, S.: Performance prediction of grid-connected photovoltaic systems using remote sensing. Report IEA-PVPS T2-07, p. 18, www.trpvplatform.org"},{"key":"10_CR16","unstructured":"Mellit, A.: Recurrent neural network-based forecasting of the daily electricity generation of a Photovoltaic power system. In: Ecological Vehicle and Renewable Energy (EVER), Monaco, March 26-29, pp. 265\u2013270 (2009)"},{"key":"10_CR17","doi-asserted-by":"publisher","first-page":"547","DOI":"10.1016\/j.pecs.2008.01.001","volume":"34","author":"A. Mellit","year":"2008","unstructured":"Mellit, A., Kalogirou, S.A.: Artificial intelligence techniques for photovoltaic applications: A review. Progress in Energy and Combustion Science\u00a034, 547\u2013632 (2008)","journal-title":"Progress in Energy and Combustion Science"},{"key":"10_CR18","doi-asserted-by":"publisher","first-page":"807","DOI":"10.1016\/j.solener.2010.02.006","volume":"84","author":"A. Mellit","year":"2010","unstructured":"Mellit, A., Massi Pavan, A.: A 24-hours forecast of solar irradiance using artificial neural network: Application for performance prediction of a grid-connected PV plant at Trieste, Italy. Solar Energy\u00a084, 807\u2013821 (2010a)","journal-title":"Solar Energy"},{"key":"10_CR19","doi-asserted-by":"publisher","first-page":"2431","DOI":"10.1016\/j.enconman.2010.05.007","volume":"51","author":"A. Mellit","year":"2010","unstructured":"Mellit, A., Massi Pavan, A.: Performance prediction of 20kWp grid-connected photovoltaic plant at Trieste (Italy) using artificial neural network. Energy Conversion and Management\u00a051, 2431\u20132441 (2010b)","journal-title":"Energy Conversion and Management"},{"key":"10_CR20","unstructured":"Menicucci, D., Fernandez, J.P.: User\u2019s manual for PVFORM: a photovoltaic system simulation program for stand-alone and grid interactive applications; Sandia National Laboratories, SAND85-0376, Albuquerque, USA (1988)"},{"key":"10_CR21","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1016\/S0960-1481(99)00124-X","volume":"21","author":"E.L. Meyer","year":"2000","unstructured":"Meyer, E.L., van Dyk, E.E.: Development of energy model based on total daily irradiation and maximum ambient temperature. Renewable Energy\u00a021, 37\u201347 (2000)","journal-title":"Renewable Energy"},{"key":"10_CR22","unstructured":"PVUSA Technical Speci\u00aecation, 19271-EMT-3 (August 1991)"},{"key":"10_CR23","doi-asserted-by":"crossref","unstructured":"Pavan, M.A., Castellan, S., Quaia, S., Roitti, S., Sulligoi, G.: Power Electronic Conditioning Systems for Industrial Photovoltaic Systems: Centralized or String Inverters? In: Proc. of ICCEP Int. Conf. on Clean Electrical Power, Capri (Italy), May 21-23, pp. 208\u2013214 (2007)","DOI":"10.1109\/ICCEP.2007.384213"},{"key":"10_CR24","unstructured":"Pavan, M.A., Lughi, V., Roitti, S., Mellit, A.: Impiego di reti neurali per la previsione dell\u2019irradianza solare e della potenza prodotta da un impianto fotovoltaico, 10\u00b0 Convegno Nazionale AIMAT, Capo Vaticano (VV), September 5-8 (2010)"},{"key":"10_CR25","doi-asserted-by":"publisher","first-page":"2424","DOI":"10.1016\/j.enconman.2005.11.004","volume":"47","author":"J.I. Rosell","year":"2006","unstructured":"Rosell, J.I., Ibanez, M.: Modelling power output in photovoltaic modules for outdoor operating conditions. Energy Conversion and Management\u00a047, 2424\u20132430 (2006)","journal-title":"Energy Conversion and Management"},{"key":"10_CR26","doi-asserted-by":"crossref","unstructured":"Whitaker, C., Townsend, T.U., Newmiller, J.D., King, D.L., Boyson, W.E., Kratochvil Collier, J.A., Osborn, D.E.: Application and validation of a new PV performance characterization method. In: Proceedings of the 26th IEEE PV Specialist Conference, Anaheim, USA (1997)","DOI":"10.1109\/PVSC.1997.654315"},{"key":"10_CR27","volume-title":"Handbook of neural network signal processing","author":"H.H. Yu","year":"2001","unstructured":"Yu, H.H., Jenq-Neng, H.: Handbook of neural network signal processing. CRC Press, Boca Raton (2001)"},{"key":"10_CR28","doi-asserted-by":"publisher","first-page":"1187","DOI":"10.1016\/j.apenergy.2007.04.006","volume":"84","author":"W. Zhou","year":"2007","unstructured":"Zhou, W., Yang, H., Fang, Z.: A novel model for photovoltaic array performance prediction. Applied Energy\u00a084, 1187\u20131198 (2007)","journal-title":"Applied Energy"}],"container-title":["Studies in Fuzziness and Soft Computing","Soft Computing in Green and Renewable Energy Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-22176-7_10.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,23]],"date-time":"2020-11-23T22:06:14Z","timestamp":1606169174000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-22176-7_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642221750","9783642221767"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-22176-7_10","relation":{},"ISSN":["1434-9922","1860-0808"],"issn-type":[{"type":"print","value":"1434-9922"},{"type":"electronic","value":"1860-0808"}],"subject":[],"published":{"date-parts":[[2011]]}}}