{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T14:55:47Z","timestamp":1761663347282},"reference-count":35,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2015,2,27]],"date-time":"2015-02-27T00:00:00Z","timestamp":1424995200000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/2.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["EURASIP J. Adv. Signal Process."],"published-print":{"date-parts":[[2015,12]]},"DOI":"10.1186\/s13634-015-0204-3","type":"journal-article","created":{"date-parts":[[2015,2,26]],"date-time":"2015-02-26T14:42:56Z","timestamp":1424961776000},"update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["HOS network-based classification of power quality events via regression algorithms"],"prefix":"10.1186","volume":"2015","author":[{"given":"Jos\u00e9 Carlos","family":"Palomares Salas","sequence":"first","affiliation":[]},{"given":"Juan Jos\u00e9","family":"Gonz\u00e1lez de la Rosa","sequence":"additional","affiliation":[]},{"given":"Jos\u00e9 Mar\u00eda","family":"Sierra Fern\u00e1ndez","sequence":"additional","affiliation":[]},{"given":"Agust\u00edn Ag\u00fcera","family":"P\u00e9rez","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,2,27]]},"reference":[{"key":"204_CR1","doi-asserted-by":"publisher","first-page":"713","DOI":"10.1109\/ICHQP.2014.6842865","volume-title":"Proceedings on the 2014 IEEE 16th International Conference on Harmonics and Quality of Power (ICHQP)","author":"MHJ Bollen","year":"2014","unstructured":"MHJ Bollen, S Bahramirad, A Khodaei, in Proceedings on the 2014 IEEE 16th International Conference on Harmonics and Quality of Power (ICHQP). Is there a place for power quality in the smart grid? (University Politehnica of BucharestRomania, 2014), pp. 713\u2013717."},{"key":"204_CR2","unstructured":"EU Expert group 1:, Functionalities of smart gridsand smart meters. Technical report, EU Commission Task Force for Smart Grids (2009). \n                    http:\/\/ec.europa.eu\/energy\/en\/topics\/markets-and-consumers\/smart-grids-and-meters\n                    \n                  ."},{"key":"204_CR3","doi-asserted-by":"publisher","DOI":"10.1201\/b11897","volume-title":"Communication and networking in smart grids","author":"Y Xiao","year":"2012","unstructured":"Y Xiao, Communication and networking in smart grids (CRC Press, Broken Sound Parkway NW, Suite 300, 2012)."},{"key":"204_CR4","unstructured":"WK Reder, IEEE smart grid. Part 2: a grand vision for smart grid. Technical report. IEEE (2014). \n                    http:\/\/smartgrid.ieee.org\/education\n                    \n                  ."},{"issue":"1","key":"204_CR5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2007\/79747","volume":"2007","author":"MHJ Bollen","year":"2007","unstructured":"MHJ Bollen, IY-H Gu, PGV Axelberg, E Styvaktakis, Classification of underlying causes of power quality disturbances: deterministic versus statistical methods. EURASIP J. Adv. Signal Process. 2007(1), 1\u201317 (2007).","journal-title":"EURASIP J. Adv. Signal Process."},{"issue":"4","key":"204_CR6","doi-asserted-by":"publisher","first-page":"1279","DOI":"10.1109\/61.891515","volume":"15","author":"YH Gu","year":"2000","unstructured":"YH Gu, MHJ Bollen, Time-frequency and time-scale domain analysis of voltage disturbances. IEEE Trans. Power Deliv. 15(4), 1279\u20131283 (2000).","journal-title":"IEEE Trans. Power Deliv."},{"issue":"1","key":"204_CR7","first-page":"1","volume":"2007","author":"MV Ribeiro","year":"2007","unstructured":"MV Ribeiro, CAG Marques, CA Duque, AS Cerqueira, JLR Pereira, Detection of disturbances in voltage signals for power quality analysis using HOS. EURASIP J. Adv. Signal Process. 2007(1), 1\u201313 (2007).","journal-title":"EURASIP J. Adv. Signal Process."},{"issue":"1","key":"204_CR8","first-page":"1","volume":"2007","author":"MV Ribeiro","year":"2007","unstructured":"MV Ribeiro, JLR Pereira, Classification of single and multiple disturbances in electric signals. EURASIP J. Adv. Signal Process. 2007(1), 1\u201318 (2007).","journal-title":"EURASIP J. Adv. Signal Process."},{"issue":"Issue 8","key":"204_CR9","doi-asserted-by":"publisher","first-page":"1453","DOI":"10.1016\/j.measurement.2011.05.014","volume":"44","author":"A Ag\u00fcera-P\u00e9rez","year":"2011","unstructured":"A Ag\u00fcera-P\u00e9rez, JC Palomares-Salas, JJG de la Rosa, JM Sierra-Fern\u00e1ndez, D Ayora-Sede\u00f1o, A Moreno-Mu\u00f1oz, Characterization of electrical sags and swells using higher-order statistical estimators. Measurement. 44(Issue 8), 1453\u20131460 (2011).","journal-title":"Measurement"},{"issue":"2","key":"204_CR10","doi-asserted-by":"publisher","first-page":"883","DOI":"10.1109\/TPWRD.2006.870989","volume":"21","author":"ON Gerek","year":"2006","unstructured":"ON Gerek, DG Ece, Power-quality event analysis using higher order cumulants and quadratic classifiers. IEEE Trans. Power Deliv. 21(2), 883\u2013889 (2006).","journal-title":"IEEE Trans. Power Deliv."},{"issue":"2","key":"204_CR11","doi-asserted-by":"publisher","first-page":"791","DOI":"10.1109\/TPWRD.2003.823197","volume":"19","author":"ON Gerek","year":"2004","unstructured":"ON Gerek, DG Ece, 2-D analysis and compression of power quality event data. IEEE Trans. Power Deliv. 19(2), 791\u2013798 (2004).","journal-title":"IEEE Trans. Power Deliv."},{"issue":"4","key":"204_CR12","doi-asserted-by":"publisher","first-page":"1040","DOI":"10.1109\/TIM.2004.831137","volume":"53","author":"DG Ece","year":"2004","unstructured":"DG Ece, ON Gerek, Power quality event detection using joint 2D wavelet subspaces. IEEE Trans. Instrumentation Meas. 53(4), 1040\u20131046 (2004).","journal-title":"IEEE Trans. Instrumentation Meas."},{"issue":"3","key":"204_CR13","doi-asserted-by":"publisher","first-page":"1039","DOI":"10.1109\/61.871372","volume":"15","author":"O Poisson","year":"2000","unstructured":"O Poisson, P Rioual, M Meunier, Detection and measurement of power quality disturbances using wavelet transform. IEEE Trans. Power Deliv. 15(3), 1039\u20131044 (2000).","journal-title":"IEEE Trans. Power Deliv."},{"issue":"1","key":"204_CR14","doi-asserted-by":"publisher","first-page":"247","DOI":"10.1109\/61.847259","volume":"15","author":"S Santoso","year":"2000","unstructured":"S Santoso, WM Grady, EJ Powers, J Lamoree, SC Bhatt, Characterization of distribution power quality events with fourier and wavelet transforms. IEEE Trans. Power Deliv. 15(1), 247\u2013254 (2000).","journal-title":"IEEE Trans. Power Deliv."},{"key":"204_CR15","doi-asserted-by":"publisher","first-page":"386","DOI":"10.1016\/j.ijepes.2013.02.002","volume":"49","author":"JJG de la Rosa","year":"2013","unstructured":"JJG de la Rosa, JM Sierra-Fern\u00e1ndez, A Ag\u00fcera-P\u00e9rez, JC Palomares-Salas, A Moreno-Mu\u00f1oz, An application of the spectral kurtosis to characterize power quality events. Electrical Power Energy Syst. 49, 386\u2013398 (2013).","journal-title":"Electrical Power Energy Syst."},{"key":"204_CR16","first-page":"73","volume-title":"Proceedings on the IEEE International Workshop on the Applied Measurements for Power Systems (AMPS), vol. 1","author":"JJG de la Rosa","year":"2013","unstructured":"JJG de la Rosa, JM Sierra-Fern\u00e1ndez, A Ag\u00fcera-P\u00e9rez, JC Palomares-Salas, A Jim\u00e9nez-Montero, A Moreno-Mu\u00f1oz, in Proceedings on the IEEE International Workshop on the Applied Measurements for Power Systems (AMPS), vol. 1. Power quality events\u2019 measurement criteria based in higher-order statistics: towards new measurement indices (IEEEAachen, Germany, 2013), pp. 73\u201379."},{"issue":"7","key":"204_CR17","doi-asserted-by":"publisher","first-page":"1824","DOI":"10.1016\/j.measurement.2012.03.036","volume":"45","author":"JJG de la Rosa","year":"2012","unstructured":"JJG de la Rosa, A Ag\u00fcera-P\u00e9rez, JC Palomares-Salas, JM Sierra-Fern\u00e1ndez, A Moreno-Mu\u00f1oz, A novel virtual instrument for power quality surveillance based in higher-order statistics and case-based reasoning. Measurement. 45(7), 1824\u20131835 (2012).","journal-title":"Measurement"},{"issue":"8","key":"204_CR18","first-page":"236","volume":"2012","author":"JC Palomares-Salas","year":"2012","unstructured":"JC Palomares-Salas, JJG de la Rosa, A Ag\u00fcera-P\u00e9rez, A Moreno-Mu\u00f1oz, Intelligent methods for characterization of electrical power quality signals using higher order statistical features. Przeglad Elektrotechniczny. 2012(8), 236\u2013243 (2012).","journal-title":"Przeglad Elektrotechniczny"},{"key":"204_CR19","volume-title":"Neural Networks","author":"S Haykin","year":"1994","unstructured":"S Haykin, Neural Networks (Englewood Cliffs, NJ, 1994)."},{"key":"204_CR20","unstructured":"DD Ferreira, CAG Marques, JM de Seixas, AS Cerqueira, MV Ribeiro, CA Duque, Exploiting Higher-Order Statistics Information for Power Quality Monitoring (InTech Open Science, 2011). \n                    http:\/\/intechopen.com\n                    \n                  ."},{"issue":"5","key":"204_CR21","doi-asserted-by":"publisher","first-page":"1425","DOI":"10.1109\/19.963220","volume":"50","author":"L Angrisani","year":"2001","unstructured":"L Angrisani, P Daponte, M D\u2019Apuzzo, Wavelet network-based detection and classification of transients. IEEE Trans. Instrumentation Meas. 50(5), 1425\u20131435 (2001).","journal-title":"IEEE Trans. Instrumentation Meas."},{"issue":"3","key":"204_CR22","doi-asserted-by":"publisher","first-page":"1288","DOI":"10.1109\/TPWRD.2007.899522","volume":"22","author":"I Monedero","year":"2007","unstructured":"I Monedero, C Le\u00f3n, J Ropero, A Garc\u00eda, JM Elena, JC Monta\u00f1o, Classification of electrical disturbances in real time using neural networks. IEEE Trans. Power Deliv. 22(3), 1288\u20131296 (2007).","journal-title":"IEEE Trans. Power Deliv."},{"issue":"1","key":"204_CR23","doi-asserted-by":"publisher","first-page":"2473","DOI":"10.1109\/TIE.2013.2272276","volume":"61","author":"M Valtierra-Rodriguez","year":"2014","unstructured":"M Valtierra-Rodriguez, de Jesus Romero-Troncoso R, RA Osornio-Rios, A Garcia-Perez, Detection and classification of single and combined power quality disturbances using neural networks. IEEE Trans. Ind. Electron. 61(1), 2473\u20132482 (2014).","journal-title":"IEEE Trans. Ind. Electron."},{"issue":"3","key":"204_CR24","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1049\/el:20092969","volume":"45","author":"DD Ferreira","year":"2009","unstructured":"DD Ferreira, AS Cerqueira, CA Duque, MV Ribeiro, HOS-based method for classification of power quality disturbances. Electron. Lett. 45(3), 183\u2013185 (2009).","journal-title":"Electron. Lett."},{"issue":"8","key":"204_CR25","doi-asserted-by":"publisher","first-page":"2816","DOI":"10.1016\/j.measurement.2013.04.055","volume":"46","author":"JJG de la Rosa","year":"2013","unstructured":"JJG de la Rosa, A Ag\u00fcera-P\u00e9rez, JC Palomares-Salas, A Moreno-Mu\u00f1oz, Higher-order statistics: discussion and interpretation. Measurement. 46(8), 2816\u20132827 (2013).","journal-title":"Measurement"},{"issue":"1","key":"204_CR26","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1016\/j.neucom.2012.09.037","volume":"125","author":"Z Liu","year":"2014","unstructured":"Z Liu, Q Zhang, Z Han, G Chen, A new classification method for transient power quality combining spectral kurtosis with neural network. Neurocomputing. 125(1), 95\u2013101 (2014).","journal-title":"Neurocomputing"},{"key":"204_CR27","volume-title":"A wavelet tour of signal processing","author":"S Mallat","year":"2009","unstructured":"S Mallat, A wavelet tour of signal processing (Academic Press, Burlington, MA 01803, 2009)."},{"issue":"3","key":"204_CR28","doi-asserted-by":"publisher","first-page":"1464","DOI":"10.1109\/23.589532","volume":"44","author":"J Sola","year":"1997","unstructured":"J Sola, J Sevilla, Importance of input data normalization for the application of neural networks to complex industrial problems. IEEE Transa. Nuclear Sci. 44(3), 1464\u20131468 (1997).","journal-title":"IEEE Transa. Nuclear Sci."},{"issue":"3","key":"204_CR29","doi-asserted-by":"publisher","first-page":"278","DOI":"10.1109\/5.75086","volume":"79","author":"JM Mendel","year":"1991","unstructured":"JM Mendel, Tutorial on higher-order statistics (spectra) in signal processing and system theory: theoretical results and some applications. Proc. IEEE. 79(3), 278\u2013305 (1991).","journal-title":"Proc. IEEE"},{"key":"204_CR30","doi-asserted-by":"crossref","unstructured":"CL Nikias, JM Mendel, Signal processing with higher-order spectra. IEEE Signal Process. Mag., 10\u201337 (1993).","DOI":"10.1109\/79.221324"},{"key":"204_CR31","volume-title":"Higher-Order Spectra Analysis. A Non-Linear Signal Processing Framework","author":"CL Nikias","year":"1993","unstructured":"CL Nikias, AP Petropulu, Higher-Order Spectra Analysis. A Non-Linear Signal Processing Framework (Prentice-Hall, Englewood Cliffs, NJ, 1993)."},{"key":"204_CR32","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-2985-6","volume-title":"Blind Estimation Using Higher-Order Statistics, vol 1,","author":"AK Nandi","year":"1999","unstructured":"AK Nandi, Blind Estimation Using Higher-Order Statistics, vol 1, 1st edn. (Kluwer Academic Publishers, Boston, 1999)."},{"issue":"10","key":"204_CR33","first-page":"284","volume":"85","author":"JJG de la Rosa","year":"2009","unstructured":"JJG de la Rosa, A Moreno-Mu\u00f1oz, Electrical transients monitoring via higher-order cumulants and competitive layers. Przeglad Elektrotechniczny - Electrical Rev. 85(10), 284\u2013289 (2009).","journal-title":"Przeglad Elektrotechniczny - Electrical Rev."},{"issue":"2","key":"204_CR34","doi-asserted-by":"publisher","first-page":"152","DOI":"10.1109\/10.979354","volume":"49","author":"J Jakubowski","year":"2002","unstructured":"J Jakubowski, K Kwiatos, A Chwaleba, S Osowski, Higher order statistics and neural network for tremor recognition. IEEE Trans. Biomed. Eng. 49(2), 152\u2013159 (2002).","journal-title":"IEEE Trans. Biomed. Eng."},{"issue":"20","key":"204_CR35","doi-asserted-by":"publisher","first-page":"1316","DOI":"10.1049\/el:20045664","volume":"40","author":"JJG de la Rosa","year":"2004","unstructured":"JJG de la Rosa, I Lloret, CG Puntonet, JM G\u00f3rriz, Higher-order statistics to detect and characterize termite emissions. Electron. Lett. 40(20), 1316\u20131317 (2004).","journal-title":"Electron. Lett."}],"container-title":["EURASIP Journal on Advances in Signal Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1186\/s13634-015-0204-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13634-015-0204-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13634-015-0204-3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13634-015-0204-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,3,26]],"date-time":"2019-03-26T22:42:17Z","timestamp":1553640137000},"score":1,"resource":{"primary":{"URL":"https:\/\/asp-eurasipjournals.springeropen.com\/articles\/10.1186\/s13634-015-0204-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,2,27]]},"references-count":35,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2015,12]]}},"alternative-id":["204"],"URL":"https:\/\/doi.org\/10.1186\/s13634-015-0204-3","relation":{},"ISSN":["1687-6180"],"issn-type":[{"value":"1687-6180","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,2,27]]},"assertion":[{"value":"29 October 2014","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 February 2015","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 February 2015","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"16"}}