{"id":"https://openalex.org/W3206302185","doi":"https://doi.org/10.1080/17538947.2021.1988162","title":"Planning-oriented optimization strategy for visualizing power distribution networks: from global to local","display_name":"Planning-oriented optimization strategy for visualizing power distribution networks: from global to local","publication_year":2021,"publication_date":"2021-10-12","ids":{"openalex":"https://openalex.org/W3206302185","doi":"https://doi.org/10.1080/17538947.2021.1988162","mag":"3206302185"},"language":"en","primary_location":{"id":"doi:10.1080/17538947.2021.1988162","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2021.1988162","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2021.1988162?needAccess=true","source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2021.1988162?needAccess=true","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021251779","display_name":"Rui Li","orcid":"https://orcid.org/0000-0001-5167-2956"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Li","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, Hubei, People\u2019s Republic of China","State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, Hubei, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0001-5167-2956","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, Hubei, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, Hubei, People's Republic of China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101619732","display_name":"Bingzhen Chen","orcid":"https://orcid.org/0000-0001-9790-5946"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingzhen Chen","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, Hubei, People\u2019s Republic of China","State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, Hubei, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0001-9790-5946","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, Hubei, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, Hubei, People's Republic of China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049267845","display_name":"Guangsheng Dong","orcid":"https://orcid.org/0000-0001-7676-497X"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guangsheng Dong","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, Hubei, People\u2019s Republic of China","State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, Hubei, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0001-7676-497X","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, Hubei, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, Hubei, People's Republic of China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030670883","display_name":"Huayi Wu","orcid":"https://orcid.org/0000-0003-3971-0512"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huayi Wu","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, Hubei, People\u2019s Republic of China","State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, Hubei, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0003-3971-0512","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, Hubei, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, Hubei, People's Republic of China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030670883","https://openalex.org/A5049267845"],"corresponding_institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"],"apc_list":{"value":2390,"currency":"USD","value_usd":2390},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13089419,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":"12","first_page":"1775","last_page":"1797"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12325","display_name":"Urban Design and Spatial Analysis","score":0.9623000025749207,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T12720","display_name":"Multimedia Communication and Technology","score":0.957099974155426,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/topology","display_name":"Topology (electrical circuits)","score":0.664237916469574},{"id":"https://openalex.org/keywords/delaunay-triangulation","display_name":"Delaunay triangulation","score":0.6312949061393738},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6204906702041626},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5995295643806458},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5217505693435669},{"id":"https://openalex.org/keywords/constrained-delaunay-triangulation","display_name":"Constrained Delaunay triangulation","score":0.5071723461151123},{"id":"https://openalex.org/keywords/clarity","display_name":"CLARITY","score":0.4540870189666748},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4339887499809265},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.42638295888900757},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39786508679389954},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34410202503204346},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32007554173469543},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2817226052284241},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21291223168373108},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19030031561851501},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11052796244621277}],"concepts":[{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.664237916469574},{"id":"https://openalex.org/C68010082","wikidata":"https://www.wikidata.org/wiki/Q192445","display_name":"Delaunay triangulation","level":2,"score":0.6312949061393738},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6204906702041626},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5995295643806458},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5217505693435669},{"id":"https://openalex.org/C128321387","wikidata":"https://www.wikidata.org/wiki/Q5164356","display_name":"Constrained Delaunay triangulation","level":3,"score":0.5071723461151123},{"id":"https://openalex.org/C2777146004","wikidata":"https://www.wikidata.org/wiki/Q14949826","display_name":"CLARITY","level":2,"score":0.4540870189666748},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4339887499809265},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.42638295888900757},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39786508679389954},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34410202503204346},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32007554173469543},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2817226052284241},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21291223168373108},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19030031561851501},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11052796244621277},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/17538947.2021.1988162","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2021.1988162","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2021.1988162?needAccess=true","source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9d73983bb9634d9988300a1828f00746","is_oa":false,"landing_page_url":"https://doaj.org/article/9d73983bb9634d9988300a1828f00746","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Digital Earth, Vol 14, Iss 12, Pp 1775-1797 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/17538947.2021.1988162","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2021.1988162","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2021.1988162?needAccess=true","source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G1570605330","display_name":null,"funder_award_id":"U20A2091","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5475110606","display_name":"\u4e91GIS\u4e2d\u533a\u57df\u7279\u5f81\u7684\u7528\u6237\u884c\u4e3a\u7814\u7a76\u53ca\u670d\u52a1\u8d44\u6e90\u9700\u6c42\u9884\u6d4b","funder_award_id":"41771426","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1538975111","https://openalex.org/W2001351033","https://openalex.org/W2002550414","https://openalex.org/W2014843742","https://openalex.org/W2015358259","https://openalex.org/W2041982931","https://openalex.org/W2042269038","https://openalex.org/W2046719787","https://openalex.org/W2066489344","https://openalex.org/W2078142393","https://openalex.org/W2096815466","https://openalex.org/W2098220491","https://openalex.org/W2102290888","https://openalex.org/W2125043270","https://openalex.org/W2129950878","https://openalex.org/W2167482691","https://openalex.org/W2484717356","https://openalex.org/W2515104731","https://openalex.org/W2524268147","https://openalex.org/W2543253820","https://openalex.org/W2543274172","https://openalex.org/W2548329963","https://openalex.org/W2588213286","https://openalex.org/W2746656411","https://openalex.org/W2767872681","https://openalex.org/W2783196494","https://openalex.org/W2867127932","https://openalex.org/W2894591865","https://openalex.org/W2896793928","https://openalex.org/W2908009115","https://openalex.org/W2982036852","https://openalex.org/W3033269146","https://openalex.org/W3126256818","https://openalex.org/W3126603060","https://openalex.org/W3146752031","https://openalex.org/W3177083901","https://openalex.org/W4200169276","https://openalex.org/W4240321558","https://openalex.org/W4250663408"],"related_works":["https://openalex.org/W1883162576","https://openalex.org/W2385297469","https://openalex.org/W2374047534","https://openalex.org/W2001351033","https://openalex.org/W2347819474","https://openalex.org/W2381889232","https://openalex.org/W2359979928","https://openalex.org/W2026181493","https://openalex.org/W2509795980","https://openalex.org/W2385619438"],"abstract_inverted_index":{"The":[0],"spatial":[1,36,45,182,194],"distribution":[2,54,72,103,169],"of":[3,12,29,43,71,99,167],"power":[4],"facilities":[5,104],"is":[6],"uneven,":[7],"thereby":[8],"making":[9],"the":[10,19,27,41,69,75,97,100,112,118,129,132,147,153,160,165,168,173,192],"topology":[11,32,188,197],"geographical":[13],"wiring":[14],"diagrams":[15],"(GWDs)":[16],"based":[17],"on":[18],"actual":[20],"coordinates":[21],"unclear.":[22],"A":[23,38,136],"single-line":[24],"diagram":[25],"has":[26,40],"advantage":[28,42],"a":[30,50,63,87,106,124,150],"clear":[31,51],"but":[33,47],"it":[34,48],"lacks":[35,49],"locations.":[37],"GWD":[39],"accurate":[44,193],"locations":[46],"topology.":[52],"Visualizing":[53],"networks":[55],"for":[56,67,131,144,186],"planning":[57],"requires":[58],"both":[59],"features.":[60],"We":[61,109,171,179],"proposed":[62,79,143,174],"new":[64],"planning-oriented":[65],"method":[66],"optimizing":[68],"visualization":[70,138,166],"networks.":[73],"From":[74,149],"global":[76],"perspective,":[77,152],"we":[78],"an":[80],"improved":[81,133],"force-directed":[82],"(FD)":[83],"algorithm":[84,126,155],"by":[85],"introducing":[86],"space":[88],"restriction":[89],"strategy":[90,94],"and":[91,122,196],"node\u2013edge":[92],"repulsion":[93],"to":[95,116,127,158,162,190],"promote":[96],"expansion":[98],"distance":[101],"between":[102],"within":[105],"limited":[107,181],"buffer.":[108],"then":[110],"constructed":[111],"constrained":[113],"Delaunay":[114],"triangulation":[115],"identify":[117],"compact":[119],"districts":[120],"(CDs)":[121],"used":[123,157,180],"genetic":[125],"optimize":[128,159],"parameters":[130],"FD":[134],"algorithm.":[135],"novel":[137],"evaluation":[139],"indicator":[140],"was":[141,156],"also":[142],"quantitatively":[145],"assessing":[146],"visualizations.":[148],"local":[151],"fisheye":[154],"CDs":[161],"further":[163],"improve":[164],"network.":[170],"verified":[172],"methods":[175],"with":[176],"real-world":[177],"data.":[178],"displacement":[183],"in":[184],"exchange":[185],"maximum":[187],"clarity":[189],"balance":[191],"location":[195],"clarity.":[198]},"counts_by_year":[],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}