{"id":"W4311098035","doi":"10.3390/machines10121152","title":"Fault-Tolerant Predictive Current Control of Six-Phase PMSMs with a Single Isolated Neutral Configuration","year":2022,"lang":"en","type":"article","venue":"Machines","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Fundação para a Ciência e a Tecnologia; Ministério da Ciência, Tecnologia e Ensino Superior","keywords":"Control theory (sociology); Electromagnetic coil; Model predictive control; Total harmonic distortion; Fault tolerance; Fault (geology); Harmonics; Computer science; Phase (matter); Current (fluid); Harmonic; Rotor (electric); Three-phase; Control (management); Control engineering; Engineering; Voltage; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004688707,0.0001470611,0.0002036955,0.00006953424,0.00007496326,0.0000160923,0.0001041338,0.00002068506,0.0001690685],"category_scores_gemma":[0.000002784187,0.0001243061,0.00005012262,0.0001129522,0.00003112753,0.00008523646,0.00001350275,0.0001622267,0.000002499373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000459369,"about_ca_system_score_gemma":0.00001442315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006354201,"about_ca_topic_score_gemma":0.00001874788,"domain_scores_codex":[0.9993118,0.00003829057,0.0002080711,0.0001380669,0.0001419269,0.0001618545],"domain_scores_gemma":[0.9997077,0.00002425564,0.00005410367,0.0001266928,0.00003764692,0.00004959176],"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":[0.002085312,0.001003842,0.00363123,0.0002767908,0.0005057402,0.00004345937,0.006199213,0.5610189,0.1182203,0.0002822904,0.001863121,0.3048698],"study_design_scores_gemma":[0.002838542,0.0005059965,0.0006501767,0.00001976721,0.0000429306,0.000009194605,0.0001101792,0.9926217,0.001968476,0.00001679468,0.001066935,0.0001492823],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7147994,0.0004518818,0.282576,0.00007636059,0.0006805836,0.000446788,0.0003092256,0.0002223236,0.0004374443],"genre_scores_gemma":[0.9996991,0.000003467394,0.00002546149,0.00005385326,0.00003595635,0.00007392291,0.00006114093,0.00002352301,0.00002354479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4316028,"threshold_uncertainty_score":0.5069055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009457348235443518,"score_gpt":0.2210489768887966,"score_spread":0.211591628653353,"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."}}