{"id":"W2249470397","doi":"10.1109/epec.2015.7379969","title":"Modeling and control of induction generator applied to variable speed Wind Energy Systems Conversion","year":2015,"lang":"en","type":"article","venue":"","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Wind power; Control theory (sociology); Wind speed; Variable speed wind turbine; Induction generator; Turbine; Grid; Voltage; Computer science; AC power; MATLAB; Power control; Permanent magnet synchronous generator; Power (physics); Engineering; Electrical engineering; Control (management); Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002505514,0.0001363939,0.0003095427,0.0001117182,0.00001934783,0.00003226515,0.00006802279,0.0001069306,0.000005592411],"category_scores_gemma":[0.00001412491,0.0001258753,0.00001670146,0.0001344181,0.000006854094,0.00009791606,0.00001813175,0.00005306142,0.000009662748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007451853,"about_ca_system_score_gemma":0.0000248576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007022445,"about_ca_topic_score_gemma":0.000004003994,"domain_scores_codex":[0.9991733,0.00002324666,0.0002893548,0.0001606711,0.0001772498,0.0001761335],"domain_scores_gemma":[0.9994889,0.00001649207,0.00002733221,0.0001714194,0.0001105245,0.0001853286],"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":[0.00002659088,0.000005342111,0.00005211464,0.00004564815,0.00004528139,4.549196e-7,0.00007091789,0.8632162,0.1340983,0.001830547,0.0005518764,0.00005666213],"study_design_scores_gemma":[0.001536002,0.00003305391,0.000005611015,0.00002015987,0.00002267011,0.000006424457,0.0002245023,0.9916177,0.004937069,0.00002406879,0.001428987,0.0001437553],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3778189,0.0006691899,0.6118771,0.00002570864,0.001292252,0.0004272282,0.000009368401,0.0002258161,0.007654402],"genre_scores_gemma":[0.9990122,0.000002214828,0.0003764757,0.00003110094,0.0003525827,0.000009568802,0.000004408465,0.00002783503,0.000183644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6211933,"threshold_uncertainty_score":0.5133048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255927574919698,"score_gpt":0.1750453652711537,"score_spread":0.1624860895219567,"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."}}