{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,3]],"date-time":"2024-09-03T08:58:23Z","timestamp":1725353903338},"reference-count":34,"publisher":"Springer Science and Business Media LLC","issue":"22","license":[{"start":{"date-parts":[[2020,4,22]],"date-time":"2020-04-22T00:00:00Z","timestamp":1587513600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,4,22]],"date-time":"2020-04-22T00:00:00Z","timestamp":1587513600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput & Applic"],"published-print":{"date-parts":[[2020,11]]},"DOI":"10.1007\/s00521-020-04938-z","type":"journal-article","created":{"date-parts":[[2020,4,22]],"date-time":"2020-04-22T08:02:31Z","timestamp":1587542551000},"page":"17059-17076","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":11,"title":["Grey wolf optimization-tuned convolutional neural network for transmission line protection with immunity against symmetrical and asymmetrical power swing"],"prefix":"10.1007","volume":"32","author":[{"given":"Sunil K.","family":"Shukla","sequence":"first","affiliation":[]},{"given":"Ebha","family":"Koley","sequence":"additional","affiliation":[]},{"given":"Subhojit","family":"Ghosh","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,4,22]]},"reference":[{"key":"4938_CR1","unstructured":"Srivastava SC, Velayutham A, Agrawal KK, Bakshi AS (2012) Report of the enquiry committee on grid disturbance in northern region on 30th July 2012 and in northern, eastern & north-eastern region on 31st July 2012. Delhi. August"},{"key":"4938_CR2","unstructured":"ABB Power Technologies (2006) Technical reference manual: Line distance protection terminal REL 521*2.5. Dec. 2006"},{"issue":"4","key":"4938_CR3","doi-asserted-by":"publisher","first-page":"1452","DOI":"10.1109\/61.634160","volume":"12","author":"A Mechraoui","year":"1997","unstructured":"Mechraoui A, Thomas DWP (1997) A new principle for high resistance earth fault detection during fast power swings for distance protection. IEEE Trans Power Deliv 12(4):1452\u20131457","journal-title":"IEEE Trans Power Deliv"},{"key":"4938_CR4","unstructured":"Benmouyal G, Hou D, Tziouvaras D (2004) Zero-setting power-swing blocking protection. In: 31st annual western protective relay conference, pp 36\u201341"},{"issue":"4","key":"4938_CR5","doi-asserted-by":"publisher","first-page":"2205","DOI":"10.1109\/TPWRD.2010.2050341","volume":"25","author":"C Pang","year":"2010","unstructured":"Pang C, Kezunovic M (2010) Fast distance relay scheme for detecting symmetrical fault during power swing. IEEE Trans Power Deliv 25(4):2205\u20132212","journal-title":"IEEE Trans Power Deliv"},{"issue":"1","key":"4938_CR6","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1109\/TPWRD.2014.2348992","volume":"30","author":"PK Nayak","year":"2015","unstructured":"Nayak PK, Pradhan AK, Bajpai P (2015) Secured zone 3 protection during stressed condition. IEEE Trans Power Deliv 30(1):89\u201396","journal-title":"IEEE Trans Power Deliv"},{"issue":"1","key":"4938_CR7","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1109\/TPWRD.2007.911154","volume":"23","author":"X Lin","year":"2008","unstructured":"Lin X, Gao Y, Liu P (2008) A novel scheme to identify symmetrical faults occurring during power swings. IEEE Trans Power Deliv 23(1):73\u201378","journal-title":"IEEE Trans Power Deliv"},{"issue":"1","key":"4938_CR8","doi-asserted-by":"publisher","first-page":"368","DOI":"10.1109\/TPWRD.2014.2342536","volume":"30","author":"JG Rao","year":"2015","unstructured":"Rao JG, Pradhan AK (2015) Power-swing detection using moving window averaging of current signals. IEEE Trans Power Deliv 30(1):368\u2013376","journal-title":"IEEE Trans Power Deliv"},{"issue":"3","key":"4938_CR9","doi-asserted-by":"publisher","first-page":"1360","DOI":"10.1109\/TPWRD.2006.886773","volume":"22","author":"SM Brahma","year":"2007","unstructured":"Brahma SM (2007) Distance relay with out-of-step blocking function using wavelet transform. IEEE Trans Power Deliv 22(3):1360\u20131366","journal-title":"IEEE Trans Power Deliv"},{"issue":"10","key":"4938_CR10","doi-asserted-by":"publisher","first-page":"1123","DOI":"10.1049\/iet-gtd.2012.0528","volume":"7","author":"R Dubey","year":"2013","unstructured":"Dubey R, Samantaray SR (2013) Wavelet singular entropy-based symmetrical fault-detection and out-of-step protection during power swing. IET Gener Transm Distrib 7(10):1123\u20131134","journal-title":"IET Gener Transm Distrib"},{"issue":"8","key":"4938_CR11","doi-asserted-by":"publisher","first-page":"881","DOI":"10.1080\/15325008.2012.666617","volume":"40","author":"SR Samantaray","year":"2012","unstructured":"Samantaray SR, Dubey RK, Babu BC (2012) A novel time\u2013frequency transform based spectral energy function for fault detection during power swing. Electric Power Compon Syst 40(8):881\u2013897","journal-title":"Electric Power Compon Syst"},{"issue":"3","key":"4938_CR12","doi-asserted-by":"publisher","first-page":"1548","DOI":"10.1109\/TPWRD.2013.2258687","volume":"28","author":"P Jena","year":"2013","unstructured":"Jena P, Pradhan AK (2013) Directional relaying during single-pole tripping using phase change in negative-sequence current. IEEE Trans Power Deliv 28(3):1548\u20131557","journal-title":"IEEE Trans Power Deliv"},{"issue":"3","key":"4938_CR13","doi-asserted-by":"publisher","first-page":"1626","DOI":"10.1109\/TPWRD.2014.2373056","volume":"30","author":"P Jena","year":"2015","unstructured":"Jena P, Pradhan AK (2015) Directional relaying during secondary arc using negative-sequence superimposed technique. IEEE Trans Power Deliv 30(3):1626\u20131628","journal-title":"IEEE Trans Power Deliv"},{"key":"4938_CR14","doi-asserted-by":"publisher","first-page":"175","DOI":"10.1016\/j.epsr.2016.03.038","volume":"137","author":"AR Adly","year":"2016","unstructured":"Adly AR, El Sehiemy RA, Abdelaziz AY (2016) A negative sequence superimposed pilot protection technique during single pole tripping. Electr Power Syst Res 137:175\u2013189","journal-title":"Electr Power Syst Res"},{"key":"4938_CR15","first-page":"1","volume":"44","author":"J Kumar","year":"2018","unstructured":"Kumar J, Jena P (2018) Adaptive distance relaying for grid-connected line with consideration of single-phase auto-reclosing. Arab J Sci Eng 44:1\u201313","journal-title":"Arab J Sci Eng"},{"issue":"6","key":"4938_CR16","doi-asserted-by":"publisher","first-page":"2736","DOI":"10.1109\/TPWRD.2018.2816304","volume":"33","author":"SM Hashemi","year":"2018","unstructured":"Hashemi SM, Sanaye-Pasand M (2018) Distance protection during asymmetrical power swings: challenges and solutions. IEEE Trans Power Deliv 33(6):2736\u20132745","journal-title":"IEEE Trans Power Deliv"},{"key":"4938_CR17","doi-asserted-by":"publisher","first-page":"361","DOI":"10.1016\/j.ijepes.2016.02.014","volume":"81","author":"R Dubey","year":"2016","unstructured":"Dubey R, Samantaray SR, Panigrahi BK, Venkoparao VG (2016) Data-mining model based adaptive protection scheme to enhance distance relay performance during power swing. Int J Electr Power Energy Syst 81:361\u2013370","journal-title":"Int J Electr Power Energy Syst"},{"key":"4938_CR18","doi-asserted-by":"publisher","first-page":"212","DOI":"10.1049\/iet-smt.2018.5071","volume":"13","author":"SK Shukla","year":"2018","unstructured":"Shukla SK, Koley E, Ghosh S (2018) DC offset estimation-based fault detection in transmission line during power swing using ensemble of decision tree. IET Sci Meas Technol 13:212\u2013222","journal-title":"IET Sci Meas Technol"},{"key":"4938_CR19","doi-asserted-by":"publisher","first-page":"24","DOI":"10.1016\/j.ijepes.2014.07.039","volume":"64","author":"Z Moravej","year":"2015","unstructured":"Moravej Z, Ashkezari JD, Pazoki M (2015) An effective combined method for symmetrical faults identification during power swing. Int J Electr Power Energy Syst 64:24\u201334","journal-title":"Int J Electr Power Energy Syst"},{"issue":"3","key":"4938_CR20","doi-asserted-by":"publisher","first-page":"1124","DOI":"10.1109\/TPWRD.2011.2174808","volume":"27","author":"K Seethalekshmi","year":"2012","unstructured":"Seethalekshmi K, Singh SN, Srivastava SC (2012) A classification approach using support vector machines to prevent distance relay maloperation under power swing and voltage instability. IEEE Trans Power Deliv 27(3):1124\u20131133","journal-title":"IEEE Trans Power Deliv"},{"issue":"9","key":"4938_CR21","doi-asserted-by":"publisher","first-page":"2333","DOI":"10.1049\/iet-gtd.2016.1802","volume":"11","author":"E Koley","year":"2017","unstructured":"Koley E, Shukla SK, Ghosh S, Mohanta DK (2017) Protection scheme for power transmission lines based on SVM and ANN considering the presence of non-linear loads. IET Gener Transm Distrib 11(9):2333\u20132341","journal-title":"IET Gener Transm Distrib"},{"issue":"6","key":"4938_CR22","doi-asserted-by":"publisher","first-page":"1369","DOI":"10.1007\/s00521-016-2566-3","volume":"28","author":"E Koley","year":"2017","unstructured":"Koley E, Verma K, Ghosh S (2017) A modular neuro-wavelet based non-unit protection scheme for zone identification and fault location in six-phase transmission line. Neural Comput Appl 28(6):1369\u20131385","journal-title":"Neural Comput Appl"},{"key":"4938_CR23","first-page":"1","volume":"31","author":"SK Shukla","year":"2018","unstructured":"Shukla SK, Koley E, Ghosh S (2018) A hybrid wavelet\u2013APSO\u2013ANN-based protection scheme for six-phase transmission line with real-time validation. Neural Comput Appl 31:1\u201315","journal-title":"Neural Comput Appl"},{"issue":"3","key":"4938_CR24","first-page":"1748","volume":"9","author":"K Chen","year":"2018","unstructured":"Chen K, Hu J, He J (2018) Detection and classification of transmission line faults based on unsupervised feature learning and convolutional sparse autoencoder. IEEE Trans Smart Grid 9(3):1748\u20131758","journal-title":"IEEE Trans Smart Grid"},{"key":"4938_CR25","doi-asserted-by":"publisher","first-page":"271","DOI":"10.1016\/j.ijepes.2019.01.015","volume":"108","author":"M Manohar","year":"2019","unstructured":"Manohar M, Koley E, Ghosh S (2019) Enhancing resilience of PV-fed microgrid by improved relaying and differentiating between inverter faults and distribution line faults. Int J Electr Power Energy Syst 108:271\u2013279","journal-title":"Int J Electr Power Energy Syst"},{"issue":"7","key":"4938_CR26","doi-asserted-by":"publisher","first-page":"1138","DOI":"10.1016\/j.epsr.2007.09.007","volume":"78","author":"HK Zadeh","year":"2008","unstructured":"Zadeh HK, Li Z (2008) A novel power swing blocking scheme using adaptive neuro-fuzzy inference system. Electr Power Syst Res 78(7):1138\u20131146","journal-title":"Electr Power Syst Res"},{"key":"4938_CR27","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1016\/j.asoc.2017.12.036","volume":"65","author":"A Lopez-Rincon","year":"2018","unstructured":"Lopez-Rincon A, Tonda A, Elati M, Schwander O, Piwowarski B, Gallinari P (2018) Evolutionary optimization of convolutional neural networks for cancer miRNA biomarkers classification. Appl Soft Comput 65:91\u2013100","journal-title":"Appl Soft Comput"},{"issue":"7","key":"4938_CR28","doi-asserted-by":"publisher","first-page":"2295","DOI":"10.1007\/s00521-016-2783-9","volume":"30","author":"Z Yin","year":"2018","unstructured":"Yin Z, Kong D, Shao G, Ning X, Jin W, Wang JY (2018) A-optimal convolutional neural network. Neural Comput Appl 30(7):2295\u20132304","journal-title":"Neural Comput Appl"},{"key":"4938_CR29","doi-asserted-by":"publisher","first-page":"46","DOI":"10.1016\/j.advengsoft.2013.12.007","volume":"69","author":"S Mirjalili","year":"2014","unstructured":"Mirjalili S, Mirjalili SM, Lewis A (2014) Grey wolf optimizer. Adv Eng Softw 69:46\u201361","journal-title":"Adv Eng Softw"},{"issue":"5","key":"4938_CR30","doi-asserted-by":"publisher","first-page":"1301","DOI":"10.1007\/s00521-015-1934-8","volume":"27","author":"VK Kamboj","year":"2016","unstructured":"Kamboj VK, Bath SK, Dhillon JS (2016) Solution of non-convex economic load dispatch problem using Grey Wolf Optimizer. Neural Comput Appl 27(5):1301\u20131316","journal-title":"Neural Comput Appl"},{"key":"4938_CR31","unstructured":"Hiskens I (2013) IEEE PES task force on benchmark systems for stability controls. Tech. Rep. http:\/\/eioc.pnnl.gov\/benchmark\/ieeess\/IEEE39\/New_England_Reduced_Model_(39_bus_system)_MATLAB_study_report.pdf. Accessed Nov 2013"},{"issue":"1","key":"4938_CR32","doi-asserted-by":"publisher","first-page":"e2700","DOI":"10.1002\/etep.2700","volume":"29","author":"PK Nayak","year":"2019","unstructured":"Nayak PK, Pradhan G (2019) Detection of three-phase fault during power swing using zero frequency filtering. Int Trans Electr Energy Syst 29(1):e2700","journal-title":"Int Trans Electr Energy Syst"},{"issue":"4","key":"4938_CR33","doi-asserted-by":"publisher","first-page":"909","DOI":"10.1109\/TFUZZ.2008.924210","volume":"16","author":"MJB Reddy","year":"2008","unstructured":"Reddy MJB, Mohanta DK (2008) Performance evaluation of an adaptive-network-based fuzzy inference system approach for location of faults on transmission lines using Monte Carlo simulation. IEEE Trans Fuzzy Syst 16(4):909\u2013919","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"4938_CR34","unstructured":"Opal-RT: RT Lab Real Time Simulation Software. Available at http:\/\/www.opal-rt.com\/products\/rt-lab-professional"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-020-04938-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00521-020-04938-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-020-04938-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,21]],"date-time":"2021-04-21T23:44:54Z","timestamp":1619048694000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00521-020-04938-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,4,22]]},"references-count":34,"journal-issue":{"issue":"22","published-print":{"date-parts":[[2020,11]]}},"alternative-id":["4938"],"URL":"https:\/\/doi.org\/10.1007\/s00521-020-04938-z","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,4,22]]},"assertion":[{"value":"10 April 2019","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"8 April 2020","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"22 April 2020","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}