{"id":"W3092651889","doi":"10.3390/en13205413","title":"Real-Time Digital Twin of a Wound Rotor Induction Machine Based on Finite Element Method","year":2020,"lang":"en","type":"article","venue":"Energies","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Harmonics; Rotor (electric); Finite element method; Rotation (mathematics); Fault (geology); Harmonic; Computer science; Power (physics); Torque; Reliability (semiconductor); Process (computing); Control engineering; Electronic engineering; Engineering; Electrical engineering; Artificial intelligence; Acoustics; Voltage; Physics; Structural 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":[0.0002161276,0.0003026783,0.0003744051,0.0002302045,0.0001394712,0.0003111208,0.0005392961,0.0003862175,0.00200053],"category_scores_gemma":[0.0006493565,0.0002095362,0.000258002,0.0001847682,0.0002320999,0.0004306322,0.0003135375,0.0003781902,0.0003078587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002151052,"about_ca_system_score_gemma":0.0003558904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001326924,"about_ca_topic_score_gemma":0.001545235,"domain_scores_codex":[0.9999003,0.00002145059,0.000005706505,0.00001517814,0.00004991247,0.0000073365],"domain_scores_gemma":[0.9997757,0.00009124275,0.0000286931,0.00003617226,0.00005414561,0.00001409647],"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":[0.0001468774,0.00005953397,0.001282893,0.0001124943,0.00002049508,0.00008467393,0.00008565129,0.9042786,0.02939416,0.004344646,0.0004567546,0.05973327],"study_design_scores_gemma":[0.000002465141,0.00001950834,0.00006529769,0.000001920764,0.000001468856,0.00001052805,0.000003006772,0.9971545,0.002133441,0.0001404408,0.0004655503,0.000001895761],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06233145,0.00008404469,0.932685,0.00006937527,0.00005180876,0.00004660065,0.00006489016,0.000966754,0.003700078],"genre_scores_gemma":[0.7476844,0.00008647025,0.2484393,0.00002230218,0.000009302653,0.00007627146,0.0001334457,0.00009542592,0.003453075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00200053,"threshold_uncertainty_score":0.006692469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177856038892461,"score_gpt":0.232656381255437,"score_spread":0.2208778208665124,"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."}}