{"id":"https://openalex.org/W4405205178","doi":"https://doi.org/10.1109/jiot.2024.3514301","title":"CECEHO-GCS: A New Green Energy-Efficient Clustering Protocol Based on Intelligent Optimization Theory in Industrial IoT","display_name":"CECEHO-GCS: A New Green Energy-Efficient Clustering Protocol Based on Intelligent Optimization Theory in Industrial IoT","publication_year":2024,"publication_date":"2024-12-09","ids":{"openalex":"https://openalex.org/W4405205178","doi":"https://doi.org/10.1109/jiot.2024.3514301"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3514301","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3514301","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Peng Zhou","orcid":"https://orcid.org/0009-0001-9182-8086"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Zhou","raw_affiliation_strings":["School of Information Science and Engineering, Yanshan University, Qinhuangdao, Hebei, China","School of Information Science and Engineering, Yanshan University, Qinhuangdao, China"],"raw_orcid":"https://orcid.org/0009-0001-9182-8086","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yanshan University, Qinhuangdao, Hebei, China","institution_ids":["https://openalex.org/I39333907"]},{"raw_affiliation_string":"School of Information Science and Engineering, Yanshan University, Qinhuangdao, China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108859731","display_name":"Qike Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163247","display_name":"Henan Institute of Science and Technology","ror":"https://ror.org/0578f1k82","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163247"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qike Cao","raw_affiliation_strings":["Henan Institute of Science and Technology, Xinxiang, Henan, China"],"raw_orcid":"https://orcid.org/0009-0006-4865-7994","affiliations":[{"raw_affiliation_string":"Henan Institute of Science and Technology, Xinxiang, Henan, China","institution_ids":["https://openalex.org/I4210163247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114194746","display_name":"Bingyu Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111575","display_name":"Xinjiang Institute of Engineering","ror":"https://ror.org/01s5hh873","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210111575","https://openalex.org/I4210157944"]},{"id":"https://openalex.org/I4396570571","display_name":"Xinjiang University of Science and Technology","ror":"https://ror.org/01ndzg854","country_code":null,"type":"education","lineage":["https://openalex.org/I4396570571"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingyu Cao","raw_affiliation_strings":["School of Information Science and Engineering, Xinjiang College of Science and Technology, Korla, Xinjiang, China","School of Information Science and Engineering, Xinjiang College of Science and Technology, Korla, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Xinjiang College of Science and Technology, Korla, Xinjiang, China","institution_ids":["https://openalex.org/I4210111575"]},{"raw_affiliation_string":"School of Information Science and Engineering, Xinjiang College of Science and Technology, Korla, China","institution_ids":["https://openalex.org/I4210111575","https://openalex.org/I4396570571"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wei Chen","orcid":"https://orcid.org/0009-0007-5329-2886"},"institutions":[{"id":"https://openalex.org/I4210111575","display_name":"Xinjiang Institute of Engineering","ror":"https://ror.org/01s5hh873","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210111575","https://openalex.org/I4210157944"]},{"id":"https://openalex.org/I4396570571","display_name":"Xinjiang University of Science and Technology","ror":"https://ror.org/01ndzg854","country_code":null,"type":"education","lineage":["https://openalex.org/I4396570571"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Chen","raw_affiliation_strings":["School of Information Science and Engineering, Xinjiang College of Science and Technology, Korla, Xinjiang, China","School of Information Science and Engineering, Xinjiang College of Science and Technology, Korla, China"],"raw_orcid":"https://orcid.org/0009-0007-5329-2886","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Xinjiang College of Science and Technology, Korla, Xinjiang, China","institution_ids":["https://openalex.org/I4210111575"]},{"raw_affiliation_string":"School of Information Science and Engineering, Xinjiang College of Science and Technology, Korla, China","institution_ids":["https://openalex.org/I4210111575","https://openalex.org/I4396570571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004366934","display_name":"Bo Jin","orcid":"https://orcid.org/0000-0001-9255-5772"},"institutions":[{"id":"https://openalex.org/I4210125590","display_name":"Institute for Systems Engineering and Computers","ror":"https://ror.org/033wn8m60","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590"]},{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Bo Jin","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Institute of Systems and Robotics, University of Coimbra, Coimbra, Portugal","Department of Electrical and Computer Engineering (DEEC), Institute of Systems and Robotics (ISR), University of Coimbra, Coimbra, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-9255-5772","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Institute of Systems and Robotics, University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I4210125590","https://openalex.org/I76903346"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering (DEEC), Institute of Systems and Robotics (ISR), University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I4210125590","https://openalex.org/I76903346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060454464","display_name":"Fengda Zhao","orcid":"https://orcid.org/0000-0001-9085-9633"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengda Zhao","raw_affiliation_strings":["School of Information Science and Engineering, Yanshan University, Qinhuangdao, Hebei, China","School of Information Science and Engineering, Yanshan University, Qinhuangdao, China"],"raw_orcid":"https://orcid.org/0000-0001-9085-9633","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yanshan University, Qinhuangdao, Hebei, China","institution_ids":["https://openalex.org/I39333907"]},{"raw_affiliation_string":"School of Information Science and Engineering, Yanshan University, Qinhuangdao, China","institution_ids":["https://openalex.org/I39333907"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7478,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.8544634,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"12","issue":"8","first_page":"10907","last_page":"10919"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13535","display_name":"Wireless Sensor Networks and IoT","score":0.6302000284194946,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13535","display_name":"Wireless Sensor Networks and IoT","score":0.6302000284194946,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.6273999810218811,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.6226999759674072,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7988537549972534},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6158919930458069},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.6068186163902283},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.49277999997138977},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.45582446455955505},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4379211664199829},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4197380840778351},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.4143970310688019},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24996218085289001},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2067635953426361},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08683383464813232}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7988537549972534},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6158919930458069},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.6068186163902283},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.49277999997138977},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.45582446455955505},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4379211664199829},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4197380840778351},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.4143970310688019},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24996218085289001},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2067635953426361},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08683383464813232},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3514301","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3514301","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.6100000143051147}],"awards":[{"id":"https://openalex.org/G4099304624","display_name":null,"funder_award_id":"22D01B148","funder_id":"https://openalex.org/F4320329862","funder_display_name":"Natural Science Foundation of Tibet Autonomous Region"},{"id":"https://openalex.org/G7042808204","display_name":null,"funder_award_id":"22D01B148","funder_id":"https://openalex.org/F4320311028","funder_display_name":"Natural Science Foundation of Xinjiang Province"}],"funders":[{"id":"https://openalex.org/F4320311028","display_name":"Natural Science Foundation of Xinjiang Province","ror":null},{"id":"https://openalex.org/F4320329862","display_name":"Natural Science Foundation of Tibet Autonomous Region","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1993510011","https://openalex.org/W2104846640","https://openalex.org/W2106335692","https://openalex.org/W2119106551","https://openalex.org/W2131791946","https://openalex.org/W2155492251","https://openalex.org/W2155864758","https://openalex.org/W2311027221","https://openalex.org/W2331201221","https://openalex.org/W2541451878","https://openalex.org/W2798894366","https://openalex.org/W2902045553","https://openalex.org/W2957593180","https://openalex.org/W3015324999","https://openalex.org/W3030330833","https://openalex.org/W3080639904","https://openalex.org/W3094337331","https://openalex.org/W3133659124","https://openalex.org/W3169267043","https://openalex.org/W3195497050","https://openalex.org/W3203443166","https://openalex.org/W3204985658","https://openalex.org/W3210132965","https://openalex.org/W3211054247","https://openalex.org/W4210337623","https://openalex.org/W4220748807","https://openalex.org/W4280610406","https://openalex.org/W4285022923","https://openalex.org/W4289656130","https://openalex.org/W4292417050","https://openalex.org/W4294647431","https://openalex.org/W4313034740","https://openalex.org/W4319015154","https://openalex.org/W4322727983","https://openalex.org/W4385569536","https://openalex.org/W4389101317","https://openalex.org/W4390544263","https://openalex.org/W4390788007","https://openalex.org/W4395690498","https://openalex.org/W4398151609","https://openalex.org/W4399655309"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4247463117","https://openalex.org/W4361251261","https://openalex.org/W3031181660","https://openalex.org/W4238100021"],"abstract_inverted_index":{"To":[0,101],"address":[1],"the":[2,57,91,119,136,150,161,183,186],"issues":[3],"of":[4,98,210],"battery":[5],"dependence,":[6],"energy":[7,10,199,230],"consumption,":[8],"and":[9,24,33,82,106,143,146,158,180,185,201,217,232],"management":[11],"imbalance":[12],"in":[13,135,149,189,196,214,221,235],"industrial":[14],"wireless":[15],"sensor":[16],"networks":[17],"(IWSNs),":[18],"this":[19,47,60,109,190],"study":[20],"proposes":[21],"a":[22,51,113],"green":[23,114,229],"energy-saving":[25,115],"multiobjective":[26,53],"clustering":[27,54,104,172],"scheme":[28,116,130],"to":[29,42,90,139,154],"improve":[30],"network":[31,74,78,99,107,198,215],"efficiency":[32,105,200],"reduce":[34],"environmental":[35],"pollution.":[36],"Given":[37],"that":[38],"conventional":[39],"methods":[40],"struggle":[41],"effectively":[43],"optimize":[44],"IWSN":[45],"clustering,":[46],"article":[48,110],"specifically":[49],"designs":[50],"novel":[52],"model.":[55],"During":[56],"optimization":[58,97,125],"process,":[59],"model":[61,184],"comprehensively":[62],"considers":[63],"four":[64,169],"key":[65],"performance":[66],"indicators:":[67],"1)":[68,174],"total":[69],"remaining":[70],"energy,":[71],"2)":[72,176],"average":[73,77,84],"delay;":[75],"3)":[76,178],"packet":[79],"loss":[80],"rate;":[81],"4)":[83,181],"distance":[85],"from":[86],"cluster":[87],"heads":[88],"(CHs)":[89],"base":[92],"station":[93],"(BS),":[94],"achieving":[95],"holistic":[96],"performance.":[100],"further":[102],"enhance":[103,160],"stability,":[108],"also":[111],"introduces":[112,144],"based":[117],"on":[118],"chaotic":[120],"elite":[121,147],"clone":[122,145],"elephant":[123],"herding":[124],"algorithm":[126,187],"(i.e.,":[127],"CECEHO-GCS).":[128],"This":[129],"ingeniously":[131],"incorporates":[132],"chaos":[133],"operators":[134,148],"initialization":[137],"stage":[138],"enrich":[140],"solution":[141],"diversity":[142],"evolution":[151],"stage,":[152],"aiming":[153],"retain":[155],"superior":[156],"solutions":[157],"significantly":[159],"algorithm\u2019s":[162],"search":[163],"capabilities.":[164],"Through":[165],"comparative":[166],"experiments":[167],"with":[168],"existing":[170],"advanced":[171],"schemes:":[173],"LEACH-C;":[175],"LEACH-R;":[177],"ESCVAD;":[179],"ARSH-FATI-CHS,":[182],"proposed":[188],"article,":[191],"CECEHO-GCS,":[192],"demonstrate":[193],"significant":[194],"advantages":[195],"improving":[197],"service":[202],"quality.":[203],"Specifically,":[204],"CECEHO-GCS":[205],"has":[206],"achieved":[207],"an":[208],"improvement":[209],"at":[211,218],"least":[212,219],"19.27%":[213],"lifespan":[216],"16.89%":[220],"data":[222],"throughput,":[223],"opening":[224],"up":[225],"new":[226],"avenues":[227],"for":[228],"conservation":[231],"sustainable":[233],"development":[234],"IWSNs.":[236]},"counts_by_year":[{"year":2025,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
