{"id":"W4415769726","doi":"10.1016/j.epsr.2025.112386","title":"Enhancement of low-voltage-ride-through capability for DFIG wind energy systems","year":2025,"lang":"en","type":"article","venue":"Electric Power Systems Research","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; RTDS Technologies (Canada)","funders":"","keywords":"Control theory (sociology); Doubly fed electric machine; Robustness (evolution); Wind power; Grid; Integrator; Induction generator; Turbine; Robust control","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":[0.0001377544,0.0003358741,0.0002317359,0.0001842012,0.000170951,0.0003923295,0.0003434381,0.0002527987,0.00411888],"category_scores_gemma":[0.0003683857,0.00007690035,0.0001470266,0.000168995,0.0001037202,0.000604216,0.0002550735,0.0002519351,0.000424144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001194235,"about_ca_system_score_gemma":0.0001508488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008990489,"about_ca_topic_score_gemma":0.001687555,"domain_scores_codex":[0.9999371,0.00001342536,0.000005004068,0.00001041389,0.00002094758,0.00001312115],"domain_scores_gemma":[0.9998162,0.00005965103,0.0000189852,0.00003079219,0.0000614856,0.00001285359],"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":[0.001419249,0.0006041636,0.003899809,0.0006878216,0.00006707042,0.0004548459,0.0002068726,0.09519286,0.4711831,0.006311279,0.002703267,0.4172698],"study_design_scores_gemma":[0.0002184186,0.001741157,0.01209367,0.00007256417,0.0001197328,0.0004677994,0.00009573081,0.7815023,0.1895491,0.00322324,0.01087488,0.00004150076],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7602527,0.0007505427,0.2093862,0.000219996,0.0001034287,0.0001018193,0.0002210741,0.002347121,0.02661715],"genre_scores_gemma":[0.9938118,0.00005741995,0.004935429,0.00001037541,0.000007245114,0.000005577243,0.00005509315,0.00001459361,0.001102409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00411888,"threshold_uncertainty_score":0.01377904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850684082074006,"score_gpt":0.2944322181819437,"score_spread":0.2759253773612036,"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."}}