{"id":"https://openalex.org/W4400232002","doi":"https://doi.org/10.1109/ipemc-ecceasia60879.2024.10567929","title":"Machine Learning Based Sensor Fusion for Junction Temperature Estimation","display_name":"Machine Learning Based Sensor Fusion for Junction Temperature Estimation","publication_year":2024,"publication_date":"2024-05-01","ids":{"openalex":"https://openalex.org/W4400232002","doi":"https://doi.org/10.1109/ipemc-ecceasia60879.2024.10567929"},"language":"en","primary_location":{"id":"doi:10.1109/ipemc-ecceasia60879.2024.10567929","doi":"https://doi.org/10.1109/ipemc-ecceasia60879.2024.10567929","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipemc-ecceasia60879.2024.10567929","pdf_url":null,"source":{"id":"https://openalex.org/S4363607823","display_name":"International Power Electronics and Motion Control Conference (EPE-PEMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 10th International Power Electronics and Motion Control Conference (IPEMC2024-ECCE Asia)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5006792028","display_name":"Kevin Mu\u00f1oz Bar\u00f3n","orcid":"https://orcid.org/0000-0002-6398-3732","observed_orcids":["https://orcid.org/0000-0002-6398-3732"]},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kevin Mu\u00f1oz Bar\u00f3n","raw_affiliation_strings":["University of Stuttgart","University of Stuttgart,Institute of Robust Power Semiconductor Systems,Stuttgart,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Stuttgart","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"University of Stuttgart,Institute of Robust Power Semiconductor Systems,Stuttgart,Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110810911","display_name":"Diego Kuderna Melgar","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Diego Kuderna Melgar","raw_affiliation_strings":["University of Stuttgart","University of Stuttgart,Institute of Robust Power Semiconductor Systems,Stuttgart,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Stuttgart","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"University of Stuttgart,Institute of Robust Power Semiconductor Systems,Stuttgart,Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112945642","display_name":"Valentyna Afanasenko","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Valentyna Afanasenko","raw_affiliation_strings":["University of Stuttgart","University of Stuttgart,Institute of Robust Power Semiconductor Systems,Stuttgart,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Stuttgart","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"University of Stuttgart,Institute of Robust Power Semiconductor Systems,Stuttgart,Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032525619","display_name":"Ruben Schnitzler","orcid":"https://orcid.org/0000-0001-9217-120X","observed_orcids":["https://orcid.org/0000-0001-9217-120X"]},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ruben Schnitzler","raw_affiliation_strings":["University of Stuttgart","University of Stuttgart,Institute of Robust Power Semiconductor Systems,Stuttgart,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Stuttgart","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"University of Stuttgart,Institute of Robust Power Semiconductor Systems,Stuttgart,Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080655914","display_name":"Ingmar Kallfass","orcid":"https://orcid.org/0000-0001-6006-3124","observed_orcids":["https://orcid.org/0000-0001-6006-3124"]},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ingmar Kallfass","raw_affiliation_strings":["University of Stuttgart","University of Stuttgart,Institute of Robust Power Semiconductor Systems,Stuttgart,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Stuttgart","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"University of Stuttgart,Institute of Robust Power Semiconductor Systems,Stuttgart,Germany","institution_ids":["https://openalex.org/I100066346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I100066346"],"apc_list":null,"apc_paid":null,"fwci":3.8237,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.93903185,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"4076","last_page":"4081"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10361","display_name":"Silicon Carbide Semiconductor Technologies","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10361","display_name":"Silicon Carbide Semiconductor Technologies","score":1.0,"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"}},{"id":"https://openalex.org/T10175","display_name":"Advanced DC-DC Converters","score":0.0,"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"}},{"id":"https://openalex.org/T10099","display_name":"GaN-based semiconductor devices and materials","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3104","display_name":"Condensed Matter Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/junction-temperature-estimation","display_name":"junction temperature estimation","score":0.9990000128746033},{"id":"https://openalex.org/keywords/sic-power-modules","display_name":"SiC power modules","score":0.9900000095367432},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"sensor fusion","score":0.8619999885559082},{"id":"https://openalex.org/keywords/parasitic-inductance","display_name":"parasitic inductance","score":0.9589999914169312},{"id":"https://openalex.org/keywords/random-forest-regression","display_name":"random forest regression","score":0.9319999814033508},{"id":"https://openalex.org/keywords/power-semiconductor-reliability","display_name":"power semiconductor reliability","score":0.39899998903274536}],"concepts":[{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.6549968719482422},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.6416590213775635},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6129549145698547},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.506192147731781},{"id":"https://openalex.org/C72293138","wikidata":"https://www.wikidata.org/wiki/Q909741","display_name":"Temperature measurement","level":2,"score":0.48864227533340454},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09931936860084534},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ipemc-ecceasia60879.2024.10567929","doi":"https://doi.org/10.1109/ipemc-ecceasia60879.2024.10567929","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipemc-ecceasia60879.2024.10567929","pdf_url":null,"source":{"id":"https://openalex.org/S4363607823","display_name":"International Power Electronics and Motion Control Conference (EPE-PEMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 10th International Power Electronics and Motion Control Conference (IPEMC2024-ECCE Asia)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.75,"display_name":"Affordable and clean energy"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2026012753","https://openalex.org/W2109894155","https://openalex.org/W2556002624","https://openalex.org/W2747182495","https://openalex.org/W2791900666","https://openalex.org/W2901408149","https://openalex.org/W3042991917","https://openalex.org/W3112836024","https://openalex.org/W3133610909","https://openalex.org/W3186940685","https://openalex.org/W4378842964","https://openalex.org/W4386814732"],"related_works":["https://openalex.org/W4414909045","https://openalex.org/W4416965852","https://openalex.org/W4293080418","https://openalex.org/W4412974711","https://openalex.org/W2768292078","https://openalex.org/W4416402242","https://openalex.org/W2907023573","https://openalex.org/W4327640805","https://openalex.org/W3177875530","https://openalex.org/W4402978948"],"abstract_inverted_index":{"Accurate":[0],"junction":[1,30,100],"temperature":[2,37,84,101],"estimation":[3,102],"is":[4,21,47],"crucial":[5],"for":[6,104],"optimizing":[7],"SiC":[8,105],"power":[9,56,106],"module":[10],"performance":[11],"and":[12,58,67,74],"reliability.":[13],"A":[14],"viable":[15],"alternative":[16],"to":[17,22,27,62,88],"traditional":[18],"thermistor-based":[19],"approaches":[20],"utilize":[23],"temperature-sensitive":[24],"electrical":[25],"parameters":[26,46],"implicitly":[28],"determine":[29],"temperature.":[31],"In":[32],"this":[33],"work,":[34],"a":[35,91,97],"novel":[36],"acquisition":[38],"concept":[39],"based":[40],"on":[41],"the":[42,50,55,72,83],"combination":[43],"of":[44,82],"multiple":[45],"proposed,":[48],"using":[49,90],"intrinsic":[51],"parasitic":[52],"inductance":[53],"between":[54],"source":[57,60],"Kelvin":[59],"terminals":[61],"acquire":[63],"virtual":[64,68],"threshold":[65],"voltage":[66],"time":[69],"delay":[70],"during":[71],"turn-on":[73],"turn-off":[75],"transitions.":[76],"Experimental":[77],"results":[78],"reveal":[79],"an":[80],"improvement":[81],"inaccuracy":[85],"from":[86],"\u00b110K":[87],"\u00b18K":[89],"random":[92],"forest":[93],"regression":[94],"model,":[95],"offering":[96],"promising":[98],"real-time":[99],"solution":[103],"modules.":[107]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2024-07-03T00:00:00"}
