{"id":"https://openalex.org/W4414282635","doi":"https://doi.org/10.3390/a18090589","title":"Importance Assessment of Distribution Network Nodes Based on an Improved MBCC-HITS Algorithm","display_name":"Importance Assessment of Distribution Network Nodes Based on an Improved MBCC-HITS Algorithm","publication_year":2025,"publication_date":"2025-09-17","ids":{"openalex":"https://openalex.org/W4414282635","doi":"https://doi.org/10.3390/a18090589"},"language":"en","primary_location":{"id":"doi:10.3390/a18090589","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a18090589","pdf_url":"https://www.mdpi.com/1999-4893/18/9/589/pdf?version=1758115910","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/18/9/589/pdf?version=1758115910","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101898095","display_name":"Jie Wu","orcid":"https://orcid.org/0000-0002-7629-9390"},"institutions":[{"id":"https://openalex.org/I4210156034","display_name":"Sichuan Research Center of New Materials","ror":"https://ror.org/0587q0807","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156034"]},{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]},{"id":"https://openalex.org/I4210137797","display_name":"Economic Research Institute","ror":"https://ror.org/03y2be923","country_code":"BG","type":"nonprofit","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210137797"]}],"countries":["BG","CN"],"is_corresponding":false,"raw_author_name":"Jie Wu","raw_affiliation_strings":["Sichuan Shuneng Dianke Energy Technology Company Limited, Chengdu 610041, China","State Grid Corporation of Sichuan Province Research Institute of Electric Power Science, Chengdu 610041, China"],"affiliations":[{"raw_affiliation_string":"Sichuan Shuneng Dianke Energy Technology Company Limited, Chengdu 610041, China","institution_ids":["https://openalex.org/I4210156034"]},{"raw_affiliation_string":"State Grid Corporation of Sichuan Province Research Institute of Electric Power Science, Chengdu 610041, China","institution_ids":["https://openalex.org/I17442442","https://openalex.org/I4210137797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073675848","display_name":"Zhengwei Chang","orcid":"https://orcid.org/0009-0009-6488-3520"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]},{"id":"https://openalex.org/I4210137797","display_name":"Economic Research Institute","ror":"https://ror.org/03y2be923","country_code":"BG","type":"nonprofit","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210137797"]}],"countries":["BG","CN"],"is_corresponding":false,"raw_author_name":"Zhengwei Chang","raw_affiliation_strings":["State Grid Corporation of Sichuan Province Research Institute of Electric Power Science, Chengdu 610041, China"],"affiliations":[{"raw_affiliation_string":"State Grid Corporation of Sichuan Province Research Institute of Electric Power Science, Chengdu 610041, China","institution_ids":["https://openalex.org/I17442442","https://openalex.org/I4210137797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008089183","display_name":"Wei Zhang","orcid":"https://orcid.org/0000-0002-8689-7765"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhang","raw_affiliation_strings":["School of Electrical Engineering, Xipu Campus of Southwest Jiaotong University, Chengdu 611756, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Xipu Campus of Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025720326","display_name":"Haina Rong","orcid":"https://orcid.org/0000-0002-6072-3652"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haina Rong","raw_affiliation_strings":["School of Electrical Engineering, Xipu Campus of Southwest Jiaotong University, Chengdu 611756, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Xipu Campus of Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087789922","display_name":"Tingting Zeng","orcid":"https://orcid.org/0000-0002-6038-2843"},"institutions":[{"id":"https://openalex.org/I4210156034","display_name":"Sichuan Research Center of New Materials","ror":"https://ror.org/0587q0807","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingting Zeng","raw_affiliation_strings":["Sichuan Shuneng Dianke Energy Technology Company Limited, Chengdu 610041, China"],"affiliations":[{"raw_affiliation_string":"Sichuan Shuneng Dianke Energy Technology Company Limited, Chengdu 610041, China","institution_ids":["https://openalex.org/I4210156034"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5025720326"],"corresponding_institution_ids":["https://openalex.org/I4800084"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20690903,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":"9","first_page":"589","last_page":"589"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9965999722480774,"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/betweenness-centrality","display_name":"Betweenness centrality","score":0.9394999742507935},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.8194000124931335},{"id":"https://openalex.org/keywords/centrality","display_name":"Centrality","score":0.7304999828338623},{"id":"https://openalex.org/keywords/degree","display_name":"Degree (music)","score":0.708299994468689},{"id":"https://openalex.org/keywords/degree-distribution","display_name":"Degree distribution","score":0.4950000047683716},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4535999894142151},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.41780000925064087}],"concepts":[{"id":"https://openalex.org/C117045392","wikidata":"https://www.wikidata.org/wiki/Q4899215","display_name":"Betweenness centrality","level":3,"score":0.9394999742507935},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.8194000124931335},{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.7304999828338623},{"id":"https://openalex.org/C2775997480","wikidata":"https://www.wikidata.org/wiki/Q586277","display_name":"Degree (music)","level":2,"score":0.708299994468689},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.605400025844574},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5551999807357788},{"id":"https://openalex.org/C87414783","wikidata":"https://www.wikidata.org/wiki/Q1002603","display_name":"Degree distribution","level":3,"score":0.4950000047683716},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4535999894142151},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.41780000925064087},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3917999863624573},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.38580000400543213},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3709999918937683},{"id":"https://openalex.org/C25580894","wikidata":"https://www.wikidata.org/wiki/Q1071058","display_name":"Scale-free network","level":3,"score":0.3578000068664551},{"id":"https://openalex.org/C106516650","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm design","level":2,"score":0.3483000099658966},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.3046000003814697},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2987000048160553},{"id":"https://openalex.org/C108882938","wikidata":"https://www.wikidata.org/wiki/Q274506","display_name":"Uniform distribution (continuous)","level":2,"score":0.26109999418258667},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25429999828338623}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/a18090589","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a18090589","pdf_url":"https://www.mdpi.com/1999-4893/18/9/589/pdf?version=1758115910","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f43e03e46d284647bdb434b4d2a24b2a","is_oa":true,"landing_page_url":"https://doaj.org/article/f43e03e46d284647bdb434b4d2a24b2a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 18, Iss 9, p 589 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/a18090589","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a18090589","pdf_url":"https://www.mdpi.com/1999-4893/18/9/589/pdf?version=1758115910","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4414282635.pdf","grobid_xml":"https://content.openalex.org/works/W4414282635.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W1968686485","https://openalex.org/W1981818976","https://openalex.org/W2028932385","https://openalex.org/W2138621811","https://openalex.org/W2535202422"],"related_works":[],"abstract_inverted_index":{"By":[0],"accurately":[1,88],"identifying":[2,207],"important":[3,53,209],"nodes":[4,54,210],"in":[5,55,144,206,211],"the":[6,16,29,35,60,63,72,76,90,94,98,102,108,118,124,130,138,142,150,153,162,171,178,187,198,208],"distribution":[7,56,95,212],"network":[8,17],"and":[9,111,129,161,174,186,204],"implementing":[10],"priority":[11],"protection":[12],"measures":[13],"or":[14],"optimizing":[15],"layout,":[18],"a":[19],"system\u2019s":[20],"anti-interference":[21],"capability":[22],"can":[23],"be":[24],"effectively":[25],"enhanced":[26],"while":[27],"reducing":[28],"probability":[30],"of":[31,78,93,126,155,180],"failures.":[32],"Inspired":[33],"by":[34,159,167,184,192],"MBCC-HITS":[36,43,61,119,151],"algorithm,":[37,62,120,152,177],"this":[38],"paper":[39],"proposes":[40],"an":[41],"improved":[42],"algorithm":[44,65,104,140,200],"based":[45],"on":[46,82],"node":[47,67,83,109,112,172,175],"degree":[48,68,110,173],"centrality":[49,69],"(DCHITS)":[50],"for":[51],"evaluating":[52],"networks.":[57,213],"Building":[58],"upon":[59],"DCHITS":[64,103,139,199],"incorporates":[66],"to":[70,149,170],"enhance":[71],"evaluation":[73],"framework,":[74],"supplementing":[75],"influence":[77],"topological":[79],"structure":[80],"factors":[81],"importance":[84],"assessment,":[85],"thereby":[86],"more":[87,202],"reflecting":[89],"actual":[91],"conditions":[92],"network.":[96],"In":[97],"IEEE":[99],"33":[100],"system,":[101],"was":[105],"compared":[106,148,169],"with":[107],"betweenness":[113,176],"algorithms,":[114],"as":[115,117],"well":[116],"using":[121],"two":[122],"indicators:":[123],"scale":[125,154,179],"load":[127,156,181],"loss":[128,157,182],"maximum":[131,163,188],"subgroup":[132,164,189],"size.":[133],"The":[134],"results":[135],"demonstrate":[136],"that":[137,197],"outperforms":[141],"others":[143],"both":[145],"indicators.":[146],"Specifically,":[147],"increased":[158,183],"0.55%,":[160],"size":[165,190],"decreased":[166,191],"8.21%.":[168],"6.63%,":[185],"5.38%.":[193],"These":[194],"findings":[195],"indicate":[196],"is":[201],"rational":[203],"effective":[205]},"counts_by_year":[],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}