{"id":"W3115038976","doi":"10.23919/icems50442.2020.9291058","title":"Novel Current Injection Based Multi-Parameter Estimation Technique for Dual Three-Phase PMSMs","year":2020,"lang":"en","type":"article","venue":"","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Control theory (sociology); Stator; Magnet; Subspace topology; Torque; Saturation (graph theory); Harmonic analysis; Flux linkage; Estimation theory; Harmonic; Phase (matter); Computer science; Physics; Engineering; Mathematics; Electronic engineering; Algorithm; Direct torque control; Voltage; Acoustics; Induction motor","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":[],"consensus_categories":[],"category_scores_codex":[0.00005173412,0.0001509654,0.0001321305,0.00005577158,0.00003694426,0.00003298065,0.00006665959,0.00006968292,0.00006821308],"category_scores_gemma":[0.00003175708,0.0001429957,0.00007994192,0.0000955912,0.0000138894,0.0001390244,0.00001013919,0.000105901,0.00002058479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004533786,"about_ca_system_score_gemma":0.0000141364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001693326,"about_ca_topic_score_gemma":0.00001203657,"domain_scores_codex":[0.9993656,0.000004430988,0.0001961299,0.0001807153,0.00008567891,0.0001674009],"domain_scores_gemma":[0.9997038,0.00003907623,0.00002352565,0.0001083667,0.00003272796,0.00009244983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008816698,0.0002357639,0.00008863864,0.0004088584,0.00004923103,0.000001097387,0.0002703869,0.06067239,0.1687096,0.0001681022,0.004923811,0.7643839],"study_design_scores_gemma":[0.001570271,0.0001064745,0.00006315015,0.00001913664,0.00001686537,0.000001532628,0.00001026853,0.9440232,0.05333227,0.0000275498,0.0006455253,0.0001837384],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001291083,0.00001602295,0.9970179,0.0001277112,0.0003335867,0.00072112,0.0000372534,0.0004188936,0.00003646619],"genre_scores_gemma":[0.7835175,9.827965e-7,0.215627,0.0003365078,0.0000615107,0.0003551376,0.00005921469,0.00003441173,0.000007716799],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8833508,"threshold_uncertainty_score":0.5831195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06696500010205222,"score_gpt":0.2960378673659835,"score_spread":0.2290728672639313,"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."}}