{"id":"W3059918017","doi":"10.1109/tec.2020.3018093","title":"Mechanical Stress Comparison of PMSG Wind Turbine LVRT Methods","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Energy Conversion","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canada First Research Excellence Fund","keywords":"Crowbar; Low voltage ride through; Grid code; Wind power; Permanent magnet synchronous generator; Rotor (electric); Control theory (sociology); Computer science; Automotive engineering; Drivetrain; Turbine; Engineering; AC power; Electrical engineering; Voltage; Torque; Mechanical engineering; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004650495,0.0004279583,0.0004559411,0.0006807694,0.0002187919,0.000547007,0.0005292385,0.0005055038,0.003119766],"category_scores_gemma":[0.001172346,0.0001451211,0.0003853166,0.0005233109,0.0002725911,0.0004424864,0.000225634,0.000337211,0.000669118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000282761,"about_ca_system_score_gemma":0.0001405326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007318088,"about_ca_topic_score_gemma":0.0008762363,"domain_scores_codex":[0.9996682,0.00005820811,0.00002769161,0.00003628702,0.0001834378,0.00002624423],"domain_scores_gemma":[0.9992744,0.0002544295,0.00009979542,0.0001013326,0.0002356291,0.0000343439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001573731,0.000389208,0.01419145,0.001392063,0.0001586173,0.0005179841,0.0005605835,0.3603914,0.09549607,0.004878234,0.004246863,0.5162039],"study_design_scores_gemma":[0.0001319708,0.003074061,0.03596216,0.000118569,0.00007959243,0.0003456886,0.0003519957,0.9005615,0.04678643,0.001110185,0.01140839,0.00006938283],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7709523,0.003025528,0.1978378,0.0005255772,0.0004215124,0.0001863241,0.0003322703,0.001387153,0.02533146],"genre_scores_gemma":[0.9850636,0.0003893468,0.01168251,0.00004028763,0.00003545636,0.00004477396,0.0001770095,0.0000620638,0.002505133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003119766,"threshold_uncertainty_score":0.01043665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02203954433502716,"score_gpt":0.2610013573346405,"score_spread":0.2389618129996134,"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."}}