{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T07:21:05Z","timestamp":1760080865640,"version":"3.37.3"},"reference-count":38,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2023,8,12]],"date-time":"2023-08-12T00:00:00Z","timestamp":1691798400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,8,12]],"date-time":"2023-08-12T00:00:00Z","timestamp":1691798400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100003787","name":"Natural Science Foundation of Hebei Province","doi-asserted-by":"publisher","award":["F2020203014"],"award-info":[{"award-number":["F2020203014"]}],"id":[{"id":"10.13039\/501100003787","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int. J. Mach. Learn. & Cyber."],"published-print":{"date-parts":[[2024,3]]},"DOI":"10.1007\/s13042-023-01938-y","type":"journal-article","created":{"date-parts":[[2023,8,12]],"date-time":"2023-08-12T02:01:47Z","timestamp":1691805707000},"page":"775-793","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Event-triggered consensus control for DC microgrids based on MKELM and state observer against false data injection attacks"],"prefix":"10.1007","volume":"15","author":[{"given":"Zongkui","family":"Xie","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0650-9767","authenticated-orcid":false,"given":"Zhongqiang","family":"Wu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,8,12]]},"reference":[{"key":"1938_CR1","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2021.118425","volume":"310","author":"S Tan","year":"2022","unstructured":"Tan S, Xie P, Guerrero JM et al (2022) False data injection cyber-attacks detection for multiple DC microgrid clusters. Appl Energy 310:118425","journal-title":"Appl Energy"},{"issue":"2","key":"1938_CR2","doi-asserted-by":"publisher","first-page":"933","DOI":"10.1109\/TCSI.2021.3117048","volume":"69","author":"Z Zhang","year":"2022","unstructured":"Zhang Z, Dou C, Yue D et al (2022) Predictive voltage hierarchical controller design for islanded microgrids under limited communication. IEEE Trans Circuits Syst I Regul Pap 69(2):933\u2013945","journal-title":"IEEE Trans Circuits Syst I Regul Pap"},{"issue":"1","key":"1938_CR3","doi-asserted-by":"publisher","first-page":"615","DOI":"10.1109\/JSYST.2017.2726081","volume":"13","author":"C Dou","year":"2019","unstructured":"Dou C, Yue D, Zhang Z, Ma K (2019) MAS-based distributed cooperative control for DC microgrid through switching topology communication network with time-varying delays. IEEE Syst J 13(1):615\u2013624","journal-title":"IEEE Syst J"},{"issue":"1","key":"1938_CR4","doi-asserted-by":"publisher","first-page":"376","DOI":"10.1109\/TCSI.2020.3033432","volume":"68","author":"Z Chen","year":"2021","unstructured":"Chen Z, Yu X, Xu W et al (2021) Modeling and control of islanded DC microgrid clusters with hierarchical event-triggered consensus algorithm. IEEE Trans Circuits Syst I Regul Pap 68(1):376\u2013386","journal-title":"IEEE Trans Circuits Syst I Regul Pap"},{"issue":"1","key":"1938_CR5","doi-asserted-by":"publisher","first-page":"118","DOI":"10.1109\/TCST.2016.2552982","volume":"25","author":"Y Fan","year":"2017","unstructured":"Fan Y, Hu G, Egerstedt M (2017) Distributed reactive power sharing control for microgrids with event-triggered communication. IEEE Trans Control Syst Technol 25(1):118\u2013128","journal-title":"IEEE Trans Control Syst Technol"},{"issue":"3","key":"1938_CR6","doi-asserted-by":"publisher","first-page":"1880","DOI":"10.1109\/TSG.2020.3041378","volume":"12","author":"Y Li","year":"2021","unstructured":"Li Y, Zhang Z, Dragicevic T et al (2021) A unified distributed cooperative control of DC microgrids using consensus protocol. IEEE Transact Smart Grid 12(3):1880\u20131892","journal-title":"IEEE Transact Smart Grid"},{"issue":"4","key":"1938_CR7","doi-asserted-by":"publisher","first-page":"2288","DOI":"10.1109\/TPEL.2014.2324579","volume":"30","author":"N Vahidreza","year":"2015","unstructured":"Vahidreza N, Seyedali M, Ali D et al (2015) Distributed cooperative control of DC microgrids. IEEE Trans Power Electron 30(4):2288\u20132303","journal-title":"IEEE Trans Power Electron"},{"key":"1938_CR8","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijepes.2022.108463","volume":"143","author":"X Dong","year":"2022","unstructured":"Dong X, Ge M, Liu Z et al (2022) Distributed CPS-based model predictive compensator for DC microgrids with cyber-layer constraints. Int J Electr Power Energy Syst 143:108463","journal-title":"Int J Electr Power Energy Syst"},{"issue":"5","key":"1938_CR9","doi-asserted-by":"publisher","first-page":"5294","DOI":"10.1109\/JESTPE.2020.2968243","volume":"9","author":"MR Habibi","year":"2021","unstructured":"Habibi MR, Baghaee HR, Dragi\u010devi\u0107 T et al (2021) Detection of false data injection cyber-attacks in DC microgrids based on recurrent neural networks. IEEE J Emerg Select Topics Power Electron 9(5):5294\u20135310","journal-title":"IEEE J Emerg Select Topics Power Electron"},{"issue":"3","key":"1938_CR10","first-page":"1636","volume":"9","author":"A Ashok","year":"2018","unstructured":"Ashok A, Govindarasu M, Ajjarapu V (2018) Online detection of stealthy false data injection attacks in power system state estimation. IEEE Transact Smart Grid 9(3):1636\u20131646","journal-title":"IEEE Transact Smart Grid"},{"key":"1938_CR11","doi-asserted-by":"crossref","unstructured":"Danzi P, Angjelichinoski M, Stefanovic C et al (2019) Software-defined microgrid control for resilience against denial-of-service attacks. IEEE Transact Smart Grid 10(5):5258\u20135268","DOI":"10.1109\/TSG.2018.2879727"},{"issue":"11","key":"1938_CR12","doi-asserted-by":"publisher","first-page":"2715","DOI":"10.1109\/TAC.2013.2266831","volume":"58","author":"F Pasqualetti","year":"2013","unstructured":"Pasqualetti F, Dorfler F, Bullo F (2013) Attack detection and identification in cyber-physical systems. IEEE Trans Autom Control 58(11):2715\u20132729","journal-title":"IEEE Trans Autom Control"},{"issue":"4","key":"1938_CR13","doi-asserted-by":"publisher","first-page":"1630","DOI":"10.1109\/TSG.2015.2495133","volume":"8","author":"G Liang","year":"2017","unstructured":"Liang G, Zhao J, Luo F, Weller SR, Dong ZY (2017) A review of false data injection attacks against modern power systems. IEEE Transact Smart Grid 8(4):1630\u20131638","journal-title":"IEEE Transact Smart Grid"},{"issue":"5","key":"1938_CR14","doi-asserted-by":"publisher","first-page":"3850","DOI":"10.1109\/TSG.2020.2992118","volume":"11","author":"S Zuo","year":"2020","unstructured":"Zuo S, Altun T, Lewis FL et al (2020) Distributed resilient secondary control of DC microgrids against unbounded attacks. IEEE Transact Smart Grid 11(5):3850\u20133859","journal-title":"IEEE Transact Smart Grid"},{"issue":"8","key":"1938_CR15","doi-asserted-by":"publisher","first-page":"9565","DOI":"10.1109\/TPEL.2021.3053845","volume":"36","author":"A Cecilia","year":"2021","unstructured":"Cecilia A, Dragi\u010devi\u0107 T, Costa-Castell\u00f3 R et al (2021) Detection and mitigation of false data in cooperative DC microgrids with unknown constant power loads. IEEE Trans Power Electron 36(8):9565\u20139577","journal-title":"IEEE Trans Power Electron"},{"issue":"1","key":"1938_CR16","doi-asserted-by":"publisher","first-page":"33","DOI":"10.3390\/biology11010033","volume":"11","author":"S Lu","year":"2022","unstructured":"Lu S, Zhang Z, Zhang Y et al (2022) CGENet: A deep graph model for COVID-19 detection based on chest CT. Biology-Basel 11(1):33","journal-title":"Biology-Basel"},{"issue":"17","key":"1938_CR17","doi-asserted-by":"publisher","first-page":"10799","DOI":"10.1007\/s00521-020-05082-4","volume":"33","author":"S Lu","year":"2020","unstructured":"Lu S, Wang S, Zhang Y et al (2020) Detection of abnormal brain in MRI via improved AlexNet and ELM optimized by chaotic bat algorithm. Neural Comput Appl 33(17):10799\u201310811","journal-title":"Neural Comput Appl"},{"issue":"11","key":"1938_CR18","doi-asserted-by":"publisher","first-page":"7379","DOI":"10.1109\/TII.2021.3056993","volume":"17","author":"Y Wu","year":"2021","unstructured":"Wu Y, Zhang P, Lu G (2021) Detection and location of aged cable segment in underground power distribution system using deep learning approach. IEEE Trans Industr Inf 17(11):7379\u20137389","journal-title":"IEEE Trans Industr Inf"},{"key":"1938_CR19","doi-asserted-by":"crossref","unstructured":"Habibi MR, Baghaee HR, Dragi\u010devi\u0107 T, et al (2021) False data injection cyber-attacks mitigation in parallel DC\/DC converters based on artificial neural networks. IEEE Transact Circuits Syst\u2014II: Express Briefs 68(2):717\u2013721","DOI":"10.1109\/TCSII.2020.3011324"},{"issue":"1","key":"1938_CR20","doi-asserted-by":"publisher","first-page":"1487","DOI":"10.1109\/JSYST.2021.3086145","volume":"16","author":"MR Habibi","year":"2022","unstructured":"Habibi MR, Baghaee HR, Blaabjerg F et al (2022) Secure MPC\/ANN-based false data injection cyber-attack detection and mitigation in DC microgrids. IEEE Syst J 16(1):1487\u20131498","journal-title":"IEEE Syst J"},{"issue":"2","key":"1938_CR21","doi-asserted-by":"publisher","first-page":"481","DOI":"10.1109\/TNSE.2021.3121727","volume":"9","author":"X Guo","year":"2022","unstructured":"Guo X, Zhang D, Wang J et al (2022) Event-triggered observer-based H\u221e consensus control and fault detection of multiagent systems under stochastic false data injection attacks. IEEE Transact Network Sci Eng 9(2):481\u2013494","journal-title":"IEEE Transact Network Sci Eng"},{"issue":"1","key":"1938_CR22","doi-asserted-by":"publisher","first-page":"1083","DOI":"10.1109\/TSG.2018.2872252","volume":"10","author":"S Abhinav","year":"2019","unstructured":"Abhinav S, Modares H, Lewis FL et al (2019) Resilient cooperative control of DC microgrids. IEEE Transact Smart Grid 10(1):1083\u20131085","journal-title":"IEEE Transact Smart Grid"},{"issue":"8","key":"1938_CR23","doi-asserted-by":"publisher","first-page":"6562","DOI":"10.1109\/TIE.2019.2938497","volume":"67","author":"S Sahoo","year":"2020","unstructured":"Sahoo S, Peng JCH, Devakumar A et al (2020) On detection of false data in cooperative DC microgrids\u2014A discordant element approach. IEEE Trans Industr Electron 67(8):6562\u20136571","journal-title":"IEEE Trans Industr Electron"},{"key":"1938_CR24","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1016\/j.automatica.2018.11.048","volume":"101","author":"Z Tang","year":"2019","unstructured":"Tang Z, Kuijper M, Chong MS et al (2019) Linear system security\u2014Detection and correction of adversarial sensor attacks in the noise-free case. Automatica 101:53\u201359","journal-title":"Automatica"},{"issue":"1","key":"1938_CR25","doi-asserted-by":"publisher","first-page":"144","DOI":"10.1109\/JETCAS.2020.3046781","volume":"11","author":"Y Jiang","year":"2021","unstructured":"Jiang Y, Yang Y, Tan S et al (2021) Distributed sliding mode observer-based secondary control for DC microgrids under cyber-attacks. IEEE J Emerg Select Topics Circuits Syst 11(1):144\u2013154","journal-title":"IEEE J Emerg Select Topics Circuits Syst"},{"issue":"5","key":"1938_CR26","doi-asserted-by":"publisher","first-page":"4035","DOI":"10.1109\/TSG.2021.3135904","volume":"13","author":"Y Jiang","year":"2022","unstructured":"Jiang Y, Yang Y, Tan S et al (2022) A high-order differentiator based distributed secondary control for DC microgrids against false data injection attacks. IEEE Transact Smart Grid 13(5):4035\u20134045","journal-title":"IEEE Transact Smart Grid"},{"issue":"4","key":"1938_CR27","doi-asserted-by":"publisher","first-page":"2288","DOI":"10.1109\/TPEL.2014.2324579","volume":"30","author":"V Nasirian","year":"2015","unstructured":"Nasirian V, Moayedi S, Davoudi A et al (2015) Distributed cooperative control of DC microgrids. IEEE Trans Power Electron 30(4):2288\u20132303","journal-title":"IEEE Trans Power Electron"},{"issue":"3","key":"1938_CR28","doi-asserted-by":"publisher","first-page":"2801","DOI":"10.1109\/TPEL.2021.3114990","volume":"37","author":"A Cecilia","year":"2022","unstructured":"Cecilia A, Sahoo S, Dragi\u010devi\u0107 T et al (2022) On addressing the security and stability issues due to false data injection attacks in DC microgrids\u2014An adaptive observer approach. IEEE Trans Power Electron 37(3):2801\u20132814","journal-title":"IEEE Trans Power Electron"},{"issue":"5","key":"1938_CR29","doi-asserted-by":"publisher","first-page":"354","DOI":"10.1016\/j.ins.2018.04.020","volume":"459","author":"W He","year":"2018","unstructured":"He W, Gao X, Zhong W et al (2018) Secure impulsive synchronization control of multi-agent systems under deception attacks. Inf Sci 459(5):354\u2013368","journal-title":"Inf Sci"},{"issue":"8","key":"1938_CR30","doi-asserted-by":"publisher","first-page":"1936","DOI":"10.1109\/TCYB.2016.2582802","volume":"47","author":"D Ding","year":"2017","unstructured":"Ding D, Wang Z, Ho DWC et al (2017) Observer-based event-triggering consensus control for multiagent systems with lossy sensors and cyber-attacks. IEEE Transact Cybernet 47(8):1936\u20131947","journal-title":"IEEE Transact Cybernet"},{"issue":"5","key":"1938_CR31","doi-asserted-by":"publisher","first-page":"3742","DOI":"10.1109\/TSG.2021.3072218","volume":"12","author":"X Liu","year":"2021","unstructured":"Liu X, Wen C, Xu Q et al (2021) Resilient control and analysis for DC microgrid system under DoS and impulsive FDI attacks. IEEE Transact Smart Grid 12(5):3742\u20133754","journal-title":"IEEE Transact Smart Grid"},{"key":"1938_CR32","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2020.109242","volume":"122","author":"M Meng","year":"2020","unstructured":"Meng M, Xiao G, Li B (2020) Adaptive consensus for heterogeneous multi-agent systems under sensor and actuator attacks. Automatica 122:109242","journal-title":"Automatica"},{"key":"1938_CR33","volume":"44","author":"Z Xie","year":"2021","unstructured":"Xie Z, Wu Z (2021) Maximum power point tracking algorithm of PV system based on irradiance estimation and multi-Kernel extreme learning machine. Sustain Energy Technol Assess 44:101090","journal-title":"Sustain Energy Technol Assess"},{"issue":"5","key":"1938_CR34","doi-asserted-by":"publisher","first-page":"867","DOI":"10.1007\/s13042-016-0615-y","volume":"9","author":"XM Zhao","year":"2018","unstructured":"Zhao XM, Cao WP, Zhu HY et al (2018) An initial study on the rank of input matrix for extreme learning machine. Int J Mach Learn Cybern 9(5):867\u2013879","journal-title":"Int J Mach Learn Cybern"},{"key":"1938_CR35","unstructured":"Zou WD, Yao FX, Zhang BH, et al (2016) Back propagation convex extreme learning machine. 7th International Conference on Extreme Learning Machines (ELM), Singapore, DEC 13\u201315"},{"key":"1938_CR36","doi-asserted-by":"crossref","unstructured":"Cao WP, Gao JZ, Ming Z, et al (2017) Fuzziness based Random Vector Functional-link Network for Semi-supervised Learning. International Conference on Computational Science and Computational Intelligence (CSCI), Las Vegas, NV, Dec 14\u201316","DOI":"10.1109\/CSCI.2017.135"},{"key":"1938_CR37","doi-asserted-by":"crossref","unstructured":"Cao WP, Yang PF, Ming Z, et al (2020) An improved fuzziness based random vector functional link network for liver disease detection. 6th IEEE Int Conf on Big Data Security on Cloud (IEEE BigDataSecurity)\/6th IEEE Int Conf High Performance and Smart Computing (IEEE HPSC)\/5th IEEE Int Conf on Intelligent Data and Security (IEEE IDS), Baltimore, MD, May 25\u201327","DOI":"10.1109\/BigDataSecurity-HPSC-IDS49724.2020.00019"},{"issue":"1","key":"1938_CR38","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1109\/TAC.2008.2007178","volume":"54","author":"L Huang","year":"2009","unstructured":"Huang L, Mao X (2009) Delay-dependent exponential stability of neutral stochastic delay systems. IEEE Trans Autom Control 54(1):147\u2013152","journal-title":"IEEE Trans Autom Control"}],"container-title":["International Journal of Machine Learning and Cybernetics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-023-01938-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s13042-023-01938-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-023-01938-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,10]],"date-time":"2024-02-10T10:22:48Z","timestamp":1707560568000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s13042-023-01938-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8,12]]},"references-count":38,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2024,3]]}},"alternative-id":["1938"],"URL":"https:\/\/doi.org\/10.1007\/s13042-023-01938-y","relation":{},"ISSN":["1868-8071","1868-808X"],"issn-type":[{"type":"print","value":"1868-8071"},{"type":"electronic","value":"1868-808X"}],"subject":[],"published":{"date-parts":[[2023,8,12]]},"assertion":[{"value":"24 November 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"21 July 2023","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 August 2023","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}