{"id":"W2798765153","doi":"10.1109/icit.2018.8352478","title":"Fixed switching frequency model predictive based controller for sensor-less five-level Packed U-cell (PUC5) single phase inverter","year":2018,"lang":"en","type":"article","venue":"","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Conseil National de la Recherche Scientifique; Université Libanaise; Canada Research Chairs","keywords":"Control theory (sociology); Inverter; Model predictive control; Robustness (evolution); MATLAB; Voltage; Capacitor; Computer science; Engineering; Electronic engineering; Control (management)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001547782,0.0004417466,0.0004698853,0.0001587723,0.0001719351,0.00009041127,0.000285142,0.0002178233,0.0001660518],"category_scores_gemma":[0.00003178989,0.0003998917,0.0002226417,0.0001188101,0.00008529801,0.0003307454,0.00003042263,0.0001916,0.00006766664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001656793,"about_ca_system_score_gemma":0.00005961893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008073954,"about_ca_topic_score_gemma":0.00007622774,"domain_scores_codex":[0.9981222,0.00003370942,0.0004701519,0.0004739297,0.0002427656,0.0006572187],"domain_scores_gemma":[0.9989197,0.0001462982,0.00007477184,0.00038867,0.0002281841,0.0002424284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001025142,0.0009542529,0.0004401993,0.0004286841,0.0005609081,0.0000156283,0.004606689,0.01595224,0.8506858,0.0005883091,0.04919391,0.07554825],"study_design_scores_gemma":[0.008782547,0.0002663057,0.00003503068,0.00004814804,0.00007445011,0.000001418989,0.0003868647,0.9458237,0.043303,0.0006184813,0.0001463472,0.0005137656],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09875107,0.00002156728,0.893062,0.0001053361,0.0004709538,0.0007807942,0.0002709795,0.0004559944,0.006081313],"genre_scores_gemma":[0.9786334,0.000002478984,0.01816941,0.00170719,0.0002218289,0.0001585982,0.00004702083,0.0001105601,0.0009494956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9298714,"threshold_uncertainty_score":0.9998453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04655830994761773,"score_gpt":0.246692040398196,"score_spread":0.2001337304505783,"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."}}