{"id":"W2548735054","doi":"10.1049/iet-epa.2016.0454","title":"Integrated model predictive control with reduced switching frequency for modular multilevel converters","year":2016,"lang":"en","type":"article","venue":"IET Electric Power Applications","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rockwell Automation (Canada); Toronto Metropolitan University","funders":"","keywords":"Converters; Modular design; Model predictive control; Switching frequency; Control theory (sociology); Control (management); Computer science; Control engineering; Electronic engineering; Engineering; Electrical engineering; Voltage; Artificial intelligence","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":[0.0002080106,0.000402248,0.00043377,0.0002150019,0.0001740906,0.0004713557,0.0005224409,0.0002566668,0.001077538],"category_scores_gemma":[0.00031702,0.0001967814,0.0004020341,0.0002774902,0.0002203782,0.0003353188,0.0003835692,0.000645261,0.0001739432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002333456,"about_ca_system_score_gemma":0.0003435772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002309107,"about_ca_topic_score_gemma":0.002629744,"domain_scores_codex":[0.9998685,0.00002111136,0.000004589395,0.00001627347,0.0000770572,0.00001247648],"domain_scores_gemma":[0.9999106,0.00002949872,0.00001710129,0.00001601659,0.00002186638,0.000005023286],"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":[0.0001190981,0.00009476749,0.000443784,0.0001708625,0.00007398266,0.00009170476,0.00008024777,0.8457833,0.01536464,0.009574762,0.0009107058,0.1272922],"study_design_scores_gemma":[0.000008932895,0.00004537753,0.0001052584,0.000004673342,0.000007787124,0.000007350249,0.000002722283,0.9973406,0.001186794,0.0008276135,0.000459802,0.000003075607],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03678448,0.0005038895,0.9564283,0.00008695597,0.00004866023,0.00003690817,0.0000319804,0.0006275427,0.005451255],"genre_scores_gemma":[0.9562352,0.0002311395,0.04217616,0.00002413382,0.00002328352,0.00006318736,0.00004960437,0.00002195641,0.001175326],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002309107,"threshold_uncertainty_score":0.004591286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006128122106091542,"score_gpt":0.202348224664924,"score_spread":0.1962201025588324,"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."}}