{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,10]],"date-time":"2026-07-10T16:30:07Z","timestamp":1783701007330,"version":"3.55.0"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"National Key Technology Research and Development Program of Science and Technology","award":["2013BAA01B04"],"award-info":[{"award-number":["2013BAA01B04"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Smart Grid"],"published-print":{"date-parts":[[2015]]},"DOI":"10.1109\/tsg.2015.2445828","type":"journal-article","created":{"date-parts":[[2015,7,10]],"date-time":"2015-07-10T18:40:03Z","timestamp":1436553603000},"page":"1-1","source":"Crossref","is-referenced-by-count":171,"title":["A Big Data Architecture Design for Smart Grids Based on Random Matrix Theory"],"prefix":"10.1109","author":[{"given":"Xing","family":"He","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qian","family":"Ai","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Robert Caiming","family":"Qiu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wentao","family":"Huang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Longjian","family":"Piao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Haichun","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","first-page":"6","article-title":"A new network partitioning algorithm based on complex network theory and its application in Shanghai power grid","volume":"31","author":"ni","year":"2007","journal-title":"Power Syst Technol"},{"key":"ref38","first-page":"1","article-title":"The research on coordinated operation and cluster management for multi-microgrids","author":"he","year":"2012","journal-title":"Proc IET Int Conf Sustain Power Gener Supply (SUPERGEN)"},{"key":"ref33","first-page":"61","article-title":"IEC 61850 communication networks and systems in substations: An overview for users","volume":"8","author":"baigent","year":"2009","journal-title":"Protection and Control"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2012.2208768"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2012.2203156"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2011.2160101"},{"key":"ref37","article-title":"Multi-agent system based control of virtual power plant and its application in smart grid","author":"ji","year":"2011"},{"key":"ref36","doi-asserted-by":"crossref","first-page":"350","DOI":"10.1007\/s40565-014-0086-7","article-title":"Economic optimization of smart distribution networks considering real-time pricing","volume":"2","author":"hong","year":"2014","journal-title":"J Modern Power Syst Clean Energy"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2013.07.032"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1049\/iet-gtd.2012.0365"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1038\/455047a"},{"key":"ref40","author":"zimmerman","year":"2011","journal-title":"MATPOWER User&#x2019;s Manual Version 4 1"},{"key":"ref11","author":"qiu","year":"2013","journal-title":"Cognitive Networked Sensing and Big Data"},{"key":"ref12","article-title":"Data modeling with large random matrices in a cognitive radio network testbed: Initial experimental demonstrations with 70 nodes","author":"zhang","year":"2014","journal-title":"ArXiv e-prints"},{"key":"ref13","article-title":"Modeling massive amount of experimental data with large random matrices in a real-time UWB-MIMO system","author":"li","year":"2014","journal-title":"ArXiv e-prints"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/MPE.2008.927476"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2010.2060450"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2012.2191310"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRD.2004.838632"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/IWIES.2013.6698559"},{"key":"ref19","first-page":"93","article-title":"Power disturbance data analytics&#x2013;New application of power quality monitoring data","volume":"33","author":"xu","year":"2013","journal-title":"Proc CSEE"},{"key":"ref28","first-page":"1003","article-title":"The evolution model of three generation power systems and characteristic analysis","volume":"34","author":"mei","year":"2014","journal-title":"Proc CSEE"},{"key":"ref4","author":"qiu","year":"2014","journal-title":"Big Data and Smart Grid"},{"key":"ref27","first-page":"1","article-title":"Review and prospect for power system development and related technologies: A concept of three-generation power systems","volume":"33","author":"zhou","year":"2013","journal-title":"Proc CSEE"},{"key":"ref3","year":"2015","journal-title":"The Four V&#x2019;s of Big Data"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/IREP.2013.6629368"},{"key":"ref29","first-page":"100","article-title":"Power system evolution and aggregation theory under the view of power ecosystem","volume":"42","author":"he","year":"2014","journal-title":"Power Syst Protect Control"},{"key":"ref5","year":"2009","journal-title":"Managing Big Data for Smart Grids and Smart Meters"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1142\/S0219024900000255"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1103\/RevModPhys.53.385"},{"key":"ref2","year":"2011","journal-title":"Special Online Collection Dealing with Data"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"1165","DOI":"10.2307\/41703503","article-title":"Business intelligence and analytics: From big data to big impact","volume":"36","author":"chen","year":"2012","journal-title":"MIS Quart"},{"key":"ref1","year":"2008","journal-title":"Big Data (Specials)"},{"key":"ref46","article-title":"3d power-map for smart grids&#x2014;An integration of highdimensional analysis and visualization","author":"he","year":"2015","journal-title":"ArXiv e-prints"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1002\/9781118376270"},{"key":"ref45","article-title":"Fluctuations of linear eigenvalue statistics of random band matrices","author":"jana","year":"2014","journal-title":"ArXiv e-prints"},{"key":"ref48","article-title":"A random matrix theoretical approach to early event detection using experimental data","author":"cao","year":"2015","journal-title":"ArXiv e-prints"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1070\/SM1967v001n04ABEH001994"},{"key":"ref47","article-title":"An unsupervised learning method for early event detection in smart grid with big data","author":"he","year":"2015","journal-title":"ArXiv e-prints"},{"key":"ref21","article-title":"The foundation of big data: Experiments, formulation, and applications","author":"qiu","year":"2014","journal-title":"ArXiv e-prints"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRD.2014.2322866"},{"key":"ref24","article-title":"The single ring theorem","author":"guionnet","year":"2009","journal-title":"ArXiv e-prints"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1049\/iet-gtd.2013.0887"},{"key":"ref23","article-title":"Universality of sample covariance matrices: Clt of the smoothed empirical spectral distribution","author":"pan","year":"2011","journal-title":"ArXiv e-prints"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2008.928503"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.89.032106"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/s12559-014-9252-5"},{"key":"ref25","first-page":"1","article-title":"Outliers in the single ring theorem","author":"benaych-georges","year":"2015","journal-title":"Probab Theory Related Fields"}],"container-title":["IEEE Transactions on Smart Grid"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5165411\/5446437\/07154500.pdf?arnumber=7154500","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,11]],"date-time":"2021-10-11T02:34:35Z","timestamp":1633919675000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7154500\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"references-count":48,"URL":"https:\/\/doi.org\/10.1109\/tsg.2015.2445828","relation":{},"ISSN":["1949-3053","1949-3061"],"issn-type":[{"value":"1949-3053","type":"print"},{"value":"1949-3061","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015]]}}}