{"id":"https://openalex.org/W4311367434","doi":"https://doi.org/10.3390/s22249773","title":"A New Orientation Detection Method for Tilting Insulators Incorporating Angle Regression and Priori Constraints","display_name":"A New Orientation Detection Method for Tilting Insulators Incorporating Angle Regression and Priori Constraints","publication_year":2022,"publication_date":"2022-12-13","ids":{"openalex":"https://openalex.org/W4311367434","doi":"https://doi.org/10.3390/s22249773","pmid":"https://pubmed.ncbi.nlm.nih.gov/36560146"},"language":"en","primary_location":{"id":"doi:10.3390/s22249773","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22249773","pdf_url":"https://www.mdpi.com/1424-8220/22/24/9773/pdf?version=1670926049","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/24/9773/pdf?version=1670926049","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057497551","display_name":"Jianli Zhao","orcid":"https://orcid.org/0000-0002-6392-0029"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jianli Zhao","raw_affiliation_strings":["Electric Power Research Institute, State Grid Hebei Electric Power Co., Ltd., Shijiazhuang 050017, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric Power Research Institute, State Grid Hebei Electric Power Co., Ltd., Shijiazhuang 050017, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102712234","display_name":"Liangshuai Liu","orcid":"https://orcid.org/0000-0002-1216-6644"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liangshuai Liu","raw_affiliation_strings":["Electric Power Research Institute, State Grid Hebei Electric Power Co., Ltd., Shijiazhuang 050017, China"],"raw_orcid":"https://orcid.org/0000-0002-1216-6644","affiliations":[{"raw_affiliation_string":"Electric Power Research Institute, State Grid Hebei Electric Power Co., Ltd., Shijiazhuang 050017, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100664181","display_name":"Ze Chen","orcid":"https://orcid.org/0000-0001-8518-140X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ze Chen","raw_affiliation_strings":["Electric Power Research Institute, State Grid Hebei Electric Power Co., Ltd., Shijiazhuang 050017, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric Power Research Institute, State Grid Hebei Electric Power Co., Ltd., Shijiazhuang 050017, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036186942","display_name":"Yanpeng Ji","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yanpeng Ji","raw_affiliation_strings":["Electric Power Research Institute, State Grid Hebei Electric Power Co., Ltd., Shijiazhuang 050017, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric Power Research Institute, State Grid Hebei Electric Power Co., Ltd., Shijiazhuang 050017, China","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Haiyan Feng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haiyan Feng","raw_affiliation_strings":["Electric Power Research Institute, State Grid Hebei Electric Power Co., Ltd., Shijiazhuang 050017, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric Power Research Institute, State Grid Hebei Electric Power Co., Ltd., Shijiazhuang 050017, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5057497551"],"corresponding_institution_ids":[],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":0.325,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.52650481,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"22","issue":"24","first_page":"9773","last_page":"9773"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9984999895095825,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9984999895095825,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9932000041007996,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9718000292778015,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.6904270052909851},{"id":"https://openalex.org/keywords/orientation","display_name":"Orientation (vector space)","score":0.5836270451545715},{"id":"https://openalex.org/keywords/insulator","display_name":"Insulator (electricity)","score":0.5618323683738708},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.5452114343643188},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5080246925354004},{"id":"https://openalex.org/keywords/bounding-overwatch","display_name":"Bounding overwatch","score":0.4915502965450287},{"id":"https://openalex.org/keywords/minimum-bounding-box","display_name":"Minimum bounding box","score":0.4677940011024475},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4132486581802368},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37601229548454285},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26760607957839966},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24284282326698303},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.20285481214523315},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.14802676439285278},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.1190936267375946}],"concepts":[{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.6904270052909851},{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.5836270451545715},{"id":"https://openalex.org/C212702","wikidata":"https://www.wikidata.org/wiki/Q178150","display_name":"Insulator (electricity)","level":2,"score":0.5618323683738708},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.5452114343643188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5080246925354004},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.4915502965450287},{"id":"https://openalex.org/C147037132","wikidata":"https://www.wikidata.org/wiki/Q6865426","display_name":"Minimum bounding box","level":3,"score":0.4677940011024475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4132486581802368},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37601229548454285},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26760607957839966},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24284282326698303},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.20285481214523315},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.14802676439285278},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.1190936267375946},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s22249773","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22249773","pdf_url":"https://www.mdpi.com/1424-8220/22/24/9773/pdf?version=1670926049","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:36560146","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36560146","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:b8c633faa1ab42b6b8da0d4720621e3b","is_oa":true,"landing_page_url":"https://doaj.org/article/b8c633faa1ab42b6b8da0d4720621e3b","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 24, p 9773 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/24/9773/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22249773","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 24; Pages: 9773","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9784150","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9784150","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22249773","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22249773","pdf_url":"https://www.mdpi.com/1424-8220/22/24/9773/pdf?version=1670926049","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4311367434.pdf"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1988933599","https://openalex.org/W2108672408","https://openalex.org/W2897772777","https://openalex.org/W2916106717","https://openalex.org/W2977798290","https://openalex.org/W2991359031","https://openalex.org/W3022917557","https://openalex.org/W3031937788","https://openalex.org/W3127690001","https://openalex.org/W3145791520","https://openalex.org/W3174873843","https://openalex.org/W3200605425","https://openalex.org/W3210835506","https://openalex.org/W4200140566","https://openalex.org/W4210553154","https://openalex.org/W4214829911","https://openalex.org/W4223969178","https://openalex.org/W4285815152","https://openalex.org/W4292972665"],"related_works":["https://openalex.org/W4237171675","https://openalex.org/W3036286480","https://openalex.org/W3192357901","https://openalex.org/W2387360586","https://openalex.org/W4287027631","https://openalex.org/W2952736415","https://openalex.org/W3209723314","https://openalex.org/W3205398323","https://openalex.org/W2883297582","https://openalex.org/W4390524233"],"abstract_inverted_index":{"The":[0,100],"accurate":[1,156],"detection":[2,32,38,67,105,123,129,141,146,158],"of":[3,17,47,107,117,131,138,159],"insulators":[4,49,71],"is":[5,79],"an":[6,36],"important":[7],"prerequisite":[8],"for":[9,69,154],"insulator":[10,31,97],"fault":[11],"diagnosis.":[12],"To":[13],"solve":[14],"the":[15,24,29,42,48,104,118,121,128,139,155],"problem":[16],"background":[18],"interference":[19],"and":[20,44,60,76,87,120,143],"overlap":[21],"caused":[22],"by":[23,112],"axis-aligned":[25],"bounding":[26,55],"boxes":[27],"in":[28,82],"tilting":[30,70],"tasks,":[33],"we":[34],"construct":[35],"improved":[37],"architecture":[39],"according":[40],"to":[41],"scale":[43],"tilt":[45],"features":[46],"from":[50],"several":[51],"perspectives,":[52],"such":[53],"as":[54],"box":[56,62],"representation,":[57],"loss":[58],"function,":[59],"anchor":[61],"construction.":[63],"A":[64],"new":[65,152],"orientation":[66,145,157],"method":[68,133],"based":[72],"on":[73,93],"angle":[74],"regression":[75],"priori":[77],"constraints":[78],"put":[80],"forward":[81],"this":[83],"paper.":[84],"Ablation":[85],"tests":[86,90],"comparative":[88],"validation":[89],"were":[91],"conducted":[92],"a":[94,151],"self-built":[95],"aerial":[96],"image":[98],"dataset.":[99],"results":[101],"show":[102],"that":[103,116,137],"accuracy":[106,124],"our":[108,132],"model":[109,142,149],"was":[110,134],"increased":[111],"7.98%":[113],"compared":[114],"with":[115],"baseline,":[119],"overall":[122],"reached":[125],"82.33%.":[126],"Moreover,":[127],"effect":[130],"better":[135],"than":[136],"YOLOv5":[140],"other":[144],"models.":[147],"Our":[148],"provides":[150],"idea":[153],"insulators.":[160]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
