{"id":"W7014313172","doi":"","title":"Performance analysis and operating limits of dual inverter open winding IPMSM drives","year":2018,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Sensorless Control of Electric Motors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inverter; Magnet; Torque; Control theory (sociology); Inductance; Power (physics); Flux linkage; Electromagnetic coil; Ampere","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001234848,0.0002247953,0.0006283091,0.0006078359,0.0001441959,0.00003760081,0.0003946507,0.0002070567,0.00002071853],"category_scores_gemma":[0.0000178769,0.0002928211,0.0001088394,0.0005418655,0.00005892412,0.0003846887,0.00006818621,0.0001915788,0.00000619905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000719804,"about_ca_system_score_gemma":0.00003190491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007706538,"about_ca_topic_score_gemma":0.09479859,"domain_scores_codex":[0.9991239,0.0000311258,0.0001558694,0.0002608822,0.0002184655,0.0002097082],"domain_scores_gemma":[0.9993068,0.00004970151,0.0001971009,0.0002404273,0.0001403482,0.00006563575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006403766,0.0002037201,0.7895892,0.004528093,0.01949251,0.0001132798,0.02448365,0.01146776,0.1075313,0.0002489654,0.005330749,0.03637043],"study_design_scores_gemma":[0.0008342085,0.000161663,0.8405563,0.0002006161,0.002510736,0.000002132492,0.01164333,0.1366578,0.006733247,0.000004131898,0.000205257,0.0004905877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993413,0.0001100968,0.0001512255,0.00002131405,0.0001288713,0.0002505625,0.00001331171,0.00004271137,0.005868873],"genre_scores_gemma":[0.9970874,0.0001844494,0.001713499,0.000004480944,0.00003783403,4.27062e-7,0.00008296016,0.00002863852,0.0008602626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.12519,"threshold_uncertainty_score":0.9999524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214007150401348,"score_gpt":0.2021525354268225,"score_spread":0.190012463922809,"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."}}