{"id":"W4402023623","doi":"10.1016/j.prime.2024.100749","title":"Using the proportional dual integral strategy to improve the characteristics of the indirect field-oriented control of DFIG-based wind turbine systems","year":2024,"lang":"en","type":"article","venue":"e-Prime - Advances in Electrical Engineering Electronics and Energy","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Turbine; Doubly fed electric machine; Dual (grammatical number); Field (mathematics); Control theory (sociology); Wind power; Control (management); Environmental science; Engineering; Physics; Computer science; Aerospace engineering; Mathematics; Power (physics); Electrical engineering; AC power; Thermodynamics","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":[0.0003177946,0.0002534991,0.0004021881,0.0001475864,0.00004739512,0.0000565512,0.0002541927,0.0001135105,0.000002826318],"category_scores_gemma":[0.0001487996,0.0001443227,0.0001007359,0.0008045668,0.00003663846,0.0001227619,0.00002904939,0.0005312624,2.271292e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001916482,"about_ca_system_score_gemma":0.0001490144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006679647,"about_ca_topic_score_gemma":0.00001389027,"domain_scores_codex":[0.9983938,0.00005386256,0.0005593941,0.0002268378,0.0003046408,0.0004614835],"domain_scores_gemma":[0.9991646,0.000356439,0.00008313487,0.000266778,0.00007471178,0.0000543022],"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":[0.00006693797,0.00003171452,0.0002017087,0.0002101888,0.0001531893,0.000005702727,0.00005437336,0.8900954,0.07247773,0.02548404,0.00002622312,0.01119276],"study_design_scores_gemma":[0.0003351352,0.0002664421,0.0002669673,0.0001641979,0.00004398424,0.00001847124,0.000008571285,0.9719844,0.01667218,0.00006256751,0.009997462,0.0001796491],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5514963,0.1275524,0.315007,0.0004229955,0.003486112,0.001220702,0.00009832115,0.0003212803,0.0003948039],"genre_scores_gemma":[0.9993776,0.0001787534,0.00005328158,0.00002499834,0.000232107,0.00004759076,0.000004508595,0.00004146717,0.00003969956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4478813,"threshold_uncertainty_score":0.5885308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004030815317232121,"score_gpt":0.2064281068756046,"score_spread":0.2023972915583724,"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."}}