{"id":"W6888803464","doi":"10.23977/jeeem.2025.080107","title":"Sensorless Control of PMSM Based on an Improved Super-Twisting Sliding Mode Observer","year":2025,"lang":"en","type":"article","venue":"Journal of Electrotechnology Electrical Engineering and Management","topic":"Sensorless Control of Electric Motors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Control theory (sociology); Observer (physics); Convergence (economics); Lyapunov function; Position (finance); Permanent magnet synchronous motor; Rotor (electric); Stability (learning theory)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002844789,0.0003202836,0.0004338789,0.0001815745,0.0001246754,0.0002666349,0.0004889554,0.0002550869,0.0007289856],"category_scores_gemma":[0.0005281043,0.0001621375,0.0002538278,0.0001679105,0.0002538225,0.0005109705,0.000320334,0.0004712709,0.000183454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001571096,"about_ca_system_score_gemma":0.0002572732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005986203,"about_ca_topic_score_gemma":0.0007116104,"domain_scores_codex":[0.9998274,0.00002820957,0.00001347786,0.00003072373,0.00008704876,0.00001322157],"domain_scores_gemma":[0.9998066,0.00005329428,0.00003984411,0.00003103098,0.00005920251,0.00001007434],"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":[0.00037195,0.00007415667,0.001828026,0.0005086766,0.00006989372,0.0003291148,0.0002483445,0.3967195,0.2429562,0.02030092,0.001993044,0.3346002],"study_design_scores_gemma":[0.00001707562,0.0001351975,0.0003560657,0.000005562866,0.000009309812,0.00004935521,0.000005318633,0.9880468,0.008768822,0.0006597731,0.001938719,0.000008102819],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01268864,0.0001092203,0.9856753,0.00003483506,0.00005510301,0.0000178304,0.00001207238,0.0003451985,0.00106178],"genre_scores_gemma":[0.8627874,0.0002745718,0.1344218,0.00004325691,0.00006065536,0.00006804847,0.00006001654,0.00003128858,0.00225285],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0007289856,"threshold_uncertainty_score":0.002438724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003416822181380125,"score_gpt":0.197948534994284,"score_spread":0.1945317128129039,"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."}}