{"id":"https://openalex.org/W7163866716","doi":"https://doi.org/10.1016/j.knosys.2026.116406","title":"LMSF-Net: A lightweight multi-scale fusion network with enhanced preprocessing for photovoltaic defect detection","display_name":"LMSF-Net: A lightweight multi-scale fusion network with enhanced preprocessing for photovoltaic defect detection","publication_year":2026,"publication_date":"2026-06-08","ids":{"openalex":"https://openalex.org/W7163866716","doi":"https://doi.org/10.1016/j.knosys.2026.116406"},"language":"en","primary_location":{"id":"doi:10.1016/j.knosys.2026.116406","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2026.116406","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge-Based Systems","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":"https://openalex.org/A5138123641","display_name":"Yao Zhao","orcid":"https://orcid.org/0000-0001-7906-9059"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yao Zhao","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-7906-9059","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138112202","display_name":"Shiquan Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shiquan Li","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5138119428","display_name":"Xiangyu Cai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiangyu Cai","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5138123641"],"corresponding_institution_ids":[],"apc_list":{"value":3130,"currency":"USD","value_usd":3130},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.59225421,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"348","issue":null,"first_page":"116406","last_page":"116406"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.44760000705718994,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.44760000705718994,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.061799999326467514,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.041999999433755875,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/photovoltaic-system","display_name":"Photovoltaic system","score":0.5077000260353088},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4302000105381012},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.424699991941452},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.3732999861240387},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.3151000142097473}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5615000128746033},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.5077000260353088},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4302000105381012},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.424699991941452},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3959999978542328},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.3732999861240387},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3287999927997589},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.3151000142097473},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3075999915599823},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.2605000138282776},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.257999986410141},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.25200000405311584}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.knosys.2026.116406","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2026.116406","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge-Based Systems","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":0.5191509127616882}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320323172","display_name":"Natural Science Foundation of Chongqing","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326957","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W3112503277","https://openalex.org/W3164289800","https://openalex.org/W4225888491","https://openalex.org/W4388807184","https://openalex.org/W4389469355","https://openalex.org/W4393965003","https://openalex.org/W4399029259","https://openalex.org/W4401002062","https://openalex.org/W4401630652","https://openalex.org/W4402865423","https://openalex.org/W4404409442","https://openalex.org/W4405586565","https://openalex.org/W4405654340","https://openalex.org/W4405907339","https://openalex.org/W4405988418","https://openalex.org/W4405999879","https://openalex.org/W4406107592","https://openalex.org/W4406235068","https://openalex.org/W4406677214","https://openalex.org/W4407230034","https://openalex.org/W4407460807","https://openalex.org/W4407598509","https://openalex.org/W4407989288","https://openalex.org/W4408594471","https://openalex.org/W4408851695","https://openalex.org/W4408992192","https://openalex.org/W4409645736","https://openalex.org/W4411046859","https://openalex.org/W4411225352","https://openalex.org/W4413240402","https://openalex.org/W4414061469","https://openalex.org/W4414104070","https://openalex.org/W4414622306","https://openalex.org/W4415653701"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2026-06-09T00:00:00"}
