{"id":"W2064637978","doi":"10.1109/acc.2013.6580564","title":"Nonlinear estimation of stator winding resistance in a brushless DC motor","year":2013,"lang":"en","type":"article","venue":"","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Extended Kalman filter; Stator; Control theory (sociology); Nonlinear system; DC motor; Kalman filter; Computer science; Engineering; Physics; Artificial intelligence; Electrical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004148192,0.0003193202,0.0004297903,0.0002940581,0.0001476045,0.0002796364,0.0002367849,0.0004716712,0.0003721483],"category_scores_gemma":[0.00171024,0.0001585459,0.0001322645,0.0002346758,0.0002469492,0.0003856391,0.0001988543,0.0002877849,0.0001285499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001855637,"about_ca_system_score_gemma":0.0001757082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002572989,"about_ca_topic_score_gemma":0.002181276,"domain_scores_codex":[0.9998123,0.00005560198,0.00001180734,0.00003041576,0.00008157544,0.000008419563],"domain_scores_gemma":[0.9993668,0.0003601931,0.00009333315,0.00005369351,0.0001109717,0.00001507016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00113696,0.0001676558,0.01416464,0.0005283348,0.00007181286,0.0007332086,0.0004315139,0.4021244,0.2787833,0.001236299,0.0007444922,0.2998774],"study_design_scores_gemma":[0.0000187666,0.0001849151,0.005531352,0.000008950847,0.00001579199,0.00007019522,0.00002516684,0.9678143,0.02568081,0.0002078747,0.0004290181,0.0000128202],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7760133,0.0008674138,0.2193023,0.0001797038,0.00006970028,0.00005259387,0.00005964477,0.0007404024,0.002715147],"genre_scores_gemma":[0.9843351,0.0001870974,0.01458919,0.00000674569,0.000007728701,0.000008118253,0.0000259488,0.000008377697,0.0008316585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002572989,"threshold_uncertainty_score":0.005116045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006336539189071171,"score_gpt":0.2601013915811997,"score_spread":0.2537648523921285,"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."}}