{"id":"W7060631167","doi":"","title":"Online loss minimization based direct torque and flux control of IPMSM drive","year":2015,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thunder Bay Regional Research Institute","funders":"","keywords":"Control theory (sociology); Direct torque control; Vector control; Torque; Synchronous motor; Power (physics); Inverter; Torque ripple; Noise (video); 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007795641,0.0003202654,0.0005483283,0.0006340286,0.00005517673,0.00001496504,0.0002801844,0.0004933087,0.0000916128],"category_scores_gemma":[0.00007633302,0.0003972043,0.00009923636,0.0004057349,0.00008300573,0.00008703328,0.00002689686,0.0003278714,0.000005803625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001460431,"about_ca_system_score_gemma":0.0001455691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005391118,"about_ca_topic_score_gemma":0.05701567,"domain_scores_codex":[0.9990145,0.000109604,0.0002630464,0.0002605918,0.0001446669,0.000207572],"domain_scores_gemma":[0.9987551,0.0002025341,0.0001077997,0.0003816971,0.0004182497,0.0001346106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005144178,0.00846886,0.06704493,0.03202184,0.004749492,0.001643407,0.05498981,0.01547113,0.05605657,0.04070864,0.4878941,0.225807],"study_design_scores_gemma":[0.01156006,0.001502668,0.06290577,0.003756035,0.002451146,0.00001606379,0.002206554,0.06760753,0.04107342,0.0005520061,0.80203,0.004338745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6512797,0.001912399,0.001997458,0.00004784841,0.0006270546,0.0007235104,0.000422889,0.00072808,0.3422611],"genre_scores_gemma":[0.9870139,0.00001492577,0.0002729319,0.000001332338,0.00005564826,0.000002389936,0.00109544,0.00005483895,0.01148855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3357342,"threshold_uncertainty_score":0.999848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01178444614690509,"score_gpt":0.2264381840436333,"score_spread":0.2146537378967282,"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."}}