{"id":"W2343127142","doi":"10.1109/tmag.2016.2525805","title":"A Novel Current Injection-Based Online Parameter Estimation Method for PMSMs Considering Magnetic Saturation","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Magnetics","topic":"Sensorless Control of Electric Motors","field":"Engineering","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Inductance; Saturation (graph theory); Control theory (sociology); Magnetic flux; Permanent magnet synchronous motor; Magnet; Computer science; Estimation theory; Electromagnetic coil; Synchronous motor; Magnetic field; Physics; Voltage; Mathematics; Algorithm","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":[0.0001136928,0.0002621022,0.0002280018,0.0003125134,0.00009435653,0.0000441489,0.0000924744,0.000126037,0.00008300559],"category_scores_gemma":[0.0000628715,0.0002297944,0.0001376238,0.0002403407,0.00003530628,0.0001134939,3.961841e-7,0.0001910642,0.00001718594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000169035,"about_ca_system_score_gemma":0.0000443937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001187491,"about_ca_topic_score_gemma":0.0000800581,"domain_scores_codex":[0.998773,0.00003620575,0.0003917323,0.0002760274,0.0002046633,0.000318339],"domain_scores_gemma":[0.9982938,0.001161579,0.00005634244,0.0002771868,0.0001160011,0.00009507717],"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":[0.00004459267,0.00009054799,0.000001962115,0.00004096446,0.00001705069,2.888974e-7,0.00002506539,0.4042391,0.05973619,0.00001736416,0.00006358066,0.5357233],"study_design_scores_gemma":[0.001970517,0.000507153,0.0001404397,0.00007787233,0.0001240692,0.00001063265,0.000006482568,0.9343733,0.06144381,0.000203819,0.0008398683,0.0003020525],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01123484,0.0001647518,0.9857382,0.0002635609,0.001343251,0.0007031126,0.0001410323,0.0003925745,0.00001863824],"genre_scores_gemma":[0.6508114,0.00004085626,0.3485968,0.00007458097,0.00008908101,0.0002000866,0.000009264849,0.00006722697,0.0001107672],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6395766,"threshold_uncertainty_score":0.9370745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02310934736467461,"score_gpt":0.2693602939540897,"score_spread":0.246250946589415,"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."}}