{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T08:47:07Z","timestamp":1751359627859,"version":"3.40.3"},"publisher-location":"Cham","reference-count":27,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319646343"},{"type":"electronic","value":"9783319646350"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-64635-0_14","type":"book-chapter","created":{"date-parts":[[2017,7,31]],"date-time":"2017-07-31T00:22:56Z","timestamp":1501460576000},"page":"186-199","source":"Crossref","is-referenced-by-count":4,"title":["Prediction Models for Short-Term Load and Production Forecasting in Smart Electrical Grids"],"prefix":"10.1007","author":[{"given":"Adriano","family":"Ferreira","sequence":"first","affiliation":[]},{"given":"Paulo","family":"Leit\u00e3o","sequence":"additional","affiliation":[]},{"given":"Jos\u00e9","family":"Barata","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,8,1]]},"reference":[{"key":"14_CR1","doi-asserted-by":"crossref","unstructured":"Colson, C., Nehrir, M.: A review of challenges to real-time power management of microgrids. In: 2009 IEEE Power & Energy Society General Meeting, pp. 1\u20138. IEEE, July 2009","DOI":"10.1109\/PES.2009.5275343"},{"key":"14_CR2","doi-asserted-by":"crossref","unstructured":"Menasche, D.S., Rocha, A.A.A., e Silva, E.A.d.S., Leao, R.M., Towsley, D., Venkataramani, A.: Estimating self-sustainability in peer-to-peer swarming systems (2010)","DOI":"10.1109\/INFCOMW.2009.5072166"},{"key":"14_CR3","volume-title":"An Introduction to MultiAgent Systems","author":"M Wooldridge","year":"2002","unstructured":"Wooldridge, M.: An Introduction to MultiAgent Systems. Wiley, New York (2002). ISBN 978-0471496915"},{"key":"14_CR4","doi-asserted-by":"crossref","unstructured":"Leitao, P., Vrba, P., Strasser, T.: Multi-agent systems as automation platform for intelligent energy systems. In: IECON 2013\u201339th Annual Conference of the IEEE Industrial Electronics Society, pp. 66\u201371. IEEE, November 2013","DOI":"10.1109\/IECON.2013.6699113"},{"issue":"4","key":"14_CR5","doi-asserted-by":"crossref","first-page":"1743","DOI":"10.1109\/TPWRS.2007.908471","volume":"22","author":"SDJ McArthur","year":"2007","unstructured":"McArthur, S.D.J., Davidson, E.M., Catterson, V.M., Dimeas, A.L., Hatziargyriou, N.D., Ponci, F., Funabashi, T.: Multi-agent systems for power engineering applications part I: concepts, approaches, and technical challenges. IEEE Trans. Power Syst. 22(4), 1743\u20131752 (2007)","journal-title":"IEEE Trans. Power Syst."},{"key":"14_CR6","series-title":"Studies in Computational Intelligence","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1007\/978-3-319-51100-9_16","volume-title":"Service Orientation in Holonic and Multi-Agent Manufacturing","author":"A Ferreira","year":"2017","unstructured":"Ferreira, A., Leit\u00e3o, P., Barata Oliveira, J.: Formal specification of a self-sustainable holonic system for smart electrical micro-grids. In: Borangiu, T., Trentesaux, D., Thomas, A., Leit\u00e3o, P., Barata Oliveira, J. (eds.) Service Orientation in Holonic and Multi-Agent Manufacturing. SCI, vol. 694, pp. 179\u2013190. Springer, Cham (2017). doi: 10.1007\/978-3-319-51100-9_16"},{"key":"14_CR7","first-page":"269","volume-title":"Applied Mathematics for Restructured Electric Power Systems","author":"EA Feinberg","year":"2006","unstructured":"Feinberg, E.A., Genethliou, D.: Load forecasting. In: Chow, J.H., Wu, F.F., Momoh, J. (eds.) Applied Mathematics for Restructured Electric Power Systems, pp. 269\u2013285. Springer, Boston (2006)"},{"issue":"3","key":"14_CR8","doi-asserted-by":"crossref","first-page":"902","DOI":"10.1016\/j.ejor.2009.01.062","volume":"199","author":"H Hahn","year":"2009","unstructured":"Hahn, H., Meyer-Nieberg, S., Pickl, S.: Electric load forecasting methods: tools for decision making. Eur. J. Oper. Res. 199(3), 902\u2013907 (2009)","journal-title":"Eur. J. Oper. Res."},{"key":"14_CR9","doi-asserted-by":"crossref","first-page":"391","DOI":"10.1007\/978-3-540-36122-0_16","volume-title":"Trends in Neural Computation","author":"E Kyriakides","year":"2007","unstructured":"Kyriakides, E., Polycarpou, M.: Short term electric load forecasting: a tutorial. In: Chen, K., Wang, L. (eds.) Trends in Neural Computation, vol. 418, pp. 391\u2013418. Springer, Heidelberg (2007)"},{"key":"14_CR10","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1007\/978-3-642-12686-4_5","volume-title":"Handbook of Power Systems II","author":"A Mu\u00f1oz","year":"2010","unstructured":"Mu\u00f1oz, A., S\u00e1nchez-\u00dabeda, E., Cruz, A., Mar\u00edn, J.: Short-term forecasting in power systems: a guided tour. In: Rebennack, S., Pardalos, P., Pereira, M., Iliadis, N. (eds.) Handbook of Power Systems II, pp. 129\u2013160. Springer, Heidelberg (2010)"},{"issue":"1","key":"14_CR11","doi-asserted-by":"crossref","first-page":"44","DOI":"10.1109\/59.910780","volume":"16","author":"H Hippert","year":"2001","unstructured":"Hippert, H., Pedreira, C., Souza, R.: Neural networks for short-term load forecasting: a review and evaluation. IEEE Trans. Power Syst. 16(1), 44\u201355 (2001)","journal-title":"IEEE Trans. Power Syst."},{"issue":"12","key":"14_CR12","doi-asserted-by":"crossref","first-page":"1558","DOI":"10.1109\/PROC.1987.13927","volume":"75","author":"G Gross","year":"1987","unstructured":"Gross, G., Galiana, F.: Short-term load forecasting. Proc. IEEE 75(12), 1558\u20131573 (1987)","journal-title":"Proc. IEEE"},{"issue":"1","key":"14_CR13","doi-asserted-by":"crossref","first-page":"232","DOI":"10.1109\/TII.2014.2365703","volume":"11","author":"RJ Bessa","year":"2015","unstructured":"Bessa, R.J., Trindade, A., Miranda, V.: Spatial-temporal solar power forecasting for smart grids. IEEE Trans. Ind. Inform. 11(1), 232\u2013241 (2015)","journal-title":"IEEE Trans. Ind. Inform."},{"key":"14_CR14","doi-asserted-by":"crossref","unstructured":"Huang, R., Huang, T., Gadh, R., Li, N.: Solar generation prediction using the ARMA model in a laboratory-level micro-grid. In: 2012 IEEE Third International Conference on Smart Grid Communications (SmartGridComm), pp. 528\u2013533. IEEE, November 2012","DOI":"10.1109\/SmartGridComm.2012.6486039"},{"issue":"1","key":"14_CR15","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1109\/59.852131","volume":"15","author":"W Charytoniuk","year":"2000","unstructured":"Charytoniuk, W., Chen, M.S.: Very short-term load forecasting using artificial neural networks. IEEE Trans. Power Syst. 15(1), 263\u2013268 (2000)","journal-title":"IEEE Trans. Power Syst."},{"issue":"1","key":"14_CR16","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1109\/TPWRS.2012.2197639","volume":"28","author":"C Guan","year":"2013","unstructured":"Guan, C., Luh, P.B., Michel, L.D., Wang, Y., Friedland, P.B.: Very short-term load forecasting: wavelet neural networks with data pre-filtering. IEEE Trans. Power Syst. 28(1), 30\u201341 (2013)","journal-title":"IEEE Trans. Power Syst."},{"key":"14_CR17","doi-asserted-by":"crossref","unstructured":"Asber, D., Lefebvre, S., Saad, M., Desbiens, C.: Modeling of distribution loads for short and medium-term load forecasting. In: 2007 IEEE Power Engineering Society General Meeting, pp. 1\u20135. IEEE, June 2007","DOI":"10.1109\/PES.2007.385658"},{"issue":"4","key":"14_CR18","doi-asserted-by":"crossref","first-page":"78","DOI":"10.1109\/MPER.2002.4312144","volume":"22","author":"MS Kandil","year":"2002","unstructured":"Kandil, M.S., El-Debeiky, S.M., Hasanien, N.E.: Long-term load forecasting for fast-developing utility using a knowledge-based expert system. IEEE Power Eng. Rev. 22(4), 78\u201378 (2002)","journal-title":"IEEE Power Eng. Rev."},{"key":"14_CR19","doi-asserted-by":"crossref","unstructured":"Zhang, H.T., Xu, F.Y., Zhou, L.: Artificial neural network for load forecasting in smart grid. In: 2010 International Conference on Machine Learning and Cybernetics, pp. 3200\u20133205. IEEE, July 2010","DOI":"10.1109\/ICMLC.2010.5580713"},{"key":"14_CR20","doi-asserted-by":"crossref","unstructured":"Zhang, Z., Ye, S.: Long term load forecasting and recommendations for china based on support vector regression. In: 2011 International Conference on Information Management, Innovation Management and Industrial Engineering, pp. 597\u2013602. IEEE, November 2011","DOI":"10.1109\/ICIII.2011.418"},{"key":"14_CR21","doi-asserted-by":"crossref","unstructured":"Daneshi, H., Shahidehpour, M., Choobbari, A.L.: Long-term load forecasting in electricity market. In: 2008 IEEE International Conference on Electro\/Information Technology, pp. 395\u2013400. IEEE, May 2008","DOI":"10.1109\/EIT.2008.4554335"},{"key":"14_CR22","doi-asserted-by":"crossref","unstructured":"Gullo, F., Ponti, G., Tagarelli, A., liritano, S., Ruffolo, M., Labate, D.: Low-voltage electricity customer profiling based on load data clustering. In: Proceedings of the 2009 International Database Engineering & #38; Applications Symposium, IDEAS 2009, pp. 330\u2013333. ACM, New York (2009)","DOI":"10.1145\/1620432.1620472"},{"issue":"6","key":"14_CR23","doi-asserted-by":"crossref","first-page":"1075","DOI":"10.1109\/JSAC.2012.120706","volume":"30","author":"C Joe-Wong","year":"2012","unstructured":"Joe-Wong, C., Sen, S., Ha, S., Chiang, M.: Optimized day-ahead pricing for smart grids with device-specific scheduling flexibility. IEEE J. Sel. Areas Commun. 30(6), 1075\u20131085 (2012)","journal-title":"IEEE J. Sel. Areas Commun."},{"issue":"3","key":"14_CR24","doi-asserted-by":"crossref","first-page":"1570","DOI":"10.1109\/TII.2012.2219063","volume":"9","author":"CE Borges","year":"2013","unstructured":"Borges, C.E., Penya, Y.K., Fernandez, I.: Evaluating combined load forecasting in large power systems and smart grids. IEEE Trans. Ind. Inform. 9(3), 1570\u20131577 (2013)","journal-title":"IEEE Trans. Ind. Inform."},{"key":"14_CR25","doi-asserted-by":"crossref","unstructured":"Erol-Kantarci, M., Hussein, T.M.: Prediction-based charging of PHEVs from the smart grid with dynamic pricing. In: IEEE Local Computer Network Conference, pp. 1032\u20131039. IEEE, October 2010","DOI":"10.1109\/LCN.2010.5735676"},{"key":"14_CR26","doi-asserted-by":"crossref","unstructured":"Chassin, D.P., Schneider, K., Gerkensmeyer, C.: GridLAB-D: an open-source power systems modeling and simulation environment. In: 2008 IEEE\/PES Transmission and Distribution Conference and Exposition, pp. 1\u20135. IEEE, April 2008","DOI":"10.1109\/TDC.2008.4517260"},{"key":"14_CR27","unstructured":"R Development Core Team: R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria (2008). ISBN 3-900051-07-0"}],"container-title":["Lecture Notes in Computer Science","Industrial Applications of Holonic and Multi-Agent Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-64635-0_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T16:33:25Z","timestamp":1569947605000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-64635-0_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319646343","9783319646350"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-64635-0_14","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]}}}