{"id":"W4391089098","doi":"10.1109/tte.2024.3387371","title":"Sensorless Control Methods for BLDC Motor Drives: A Review","year":2024,"lang":"en","type":"review","venue":"IEEE Transactions on Transportation Electrification","topic":"Sensorless Control of Electric Motors","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Université de Strasbourg; Société d'Accélération du Transfert de Technologies; Université de Lorraine","keywords":"Control (management); Motor control; Automotive engineering; Computer science; Control engineering; Motor drive; Control theory (sociology); Engineering; Psychology; Artificial intelligence; Neuroscience; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006847302,0.00103948,0.002361018,0.001043192,0.0001683593,0.00007945723,0.0003976825,0.0007242813,0.00005590037],"category_scores_gemma":[0.0000228628,0.0009909881,0.001721281,0.001544967,0.00005063428,0.000195018,1.368739e-8,0.001184198,0.0001674885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005429586,"about_ca_system_score_gemma":0.0002512895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004931713,"about_ca_topic_score_gemma":0.00001335548,"domain_scores_codex":[0.995905,0.0003154556,0.001844145,0.0009330843,0.0003497205,0.000652593],"domain_scores_gemma":[0.9974532,0.001033565,0.0003446139,0.0007285314,0.0002407625,0.0001993835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002589857,0.00007003032,4.68097e-9,0.0564059,0.0009716605,0.000002761491,0.0000496734,0.0009880314,0.00145521,0.0001782954,0.0005850814,0.9392675],"study_design_scores_gemma":[0.0009401344,0.000252446,6.730289e-7,0.02304837,0.01874962,0.00002101093,0.000006656513,0.009458676,0.003510678,0.0001017318,0.9424675,0.001442509],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.470485e-7,0.5059201,0.488456,0.00003939957,0.0006875911,0.00365012,0.0005294591,0.0006885633,0.00002861006],"genre_scores_gemma":[0.0002297974,0.9861529,0.004589672,0.0001202324,0.0001819804,0.007222265,0.0005248158,0.0004137512,0.000564601],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9418824,"threshold_uncertainty_score":0.999254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03156856636192273,"score_gpt":0.3546888095704113,"score_spread":0.3231202432084885,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}