{"id":"W3103570131","doi":"10.1109/pedg48541.2020.9244451","title":"A Novel Control Algorithm for Small-Scale Wind Generation System using Aerodynamic Torque Estimator","year":2020,"lang":"en","type":"article","venue":"","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Control theory (sociology); Wind speed; Turbine; Aerodynamics; Torque; Rotational speed; Computer science; Wind power; Controller (irrigation); Tip-speed ratio; Power optimizer; Maximum power point tracking; Engineering; Control (management); Aerospace engineering","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":[0.0001337477,0.000236031,0.0003891113,0.00004633517,0.00008229783,0.00009249517,0.0001353038,0.0001279158,0.000007622883],"category_scores_gemma":[0.0000219237,0.0002293269,0.0001135815,0.0001135047,0.000009987912,0.0001367704,0.00001310195,0.00009190958,0.00002241562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002134886,"about_ca_system_score_gemma":0.00003465176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007977562,"about_ca_topic_score_gemma":0.00005826513,"domain_scores_codex":[0.9988607,0.00001920438,0.0004031346,0.0002742892,0.0001312443,0.0003114161],"domain_scores_gemma":[0.9994584,0.00005135586,0.00005477675,0.000179611,0.00008744751,0.0001683847],"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":[0.000008660852,0.00001251443,0.00005607391,0.0002793453,0.0001306498,0.000003562548,0.0001006632,0.3883339,0.6086769,0.0002913207,0.000350553,0.001755842],"study_design_scores_gemma":[0.002223661,0.0000403809,0.0000926866,0.00003370988,0.00006795175,0.00002887856,0.00006804098,0.9951674,0.001707914,6.62191e-7,0.000313346,0.0002553588],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05159331,0.0001437821,0.9451807,0.0001186987,0.0007901534,0.001112964,0.0001105612,0.0006783128,0.000271493],"genre_scores_gemma":[0.9055384,2.489929e-7,0.09264564,0.0001006323,0.001496701,0.00007256211,0.00002611641,0.00008000217,0.00003971918],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8539451,"threshold_uncertainty_score":0.9351681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02356399226312702,"score_gpt":0.2041151858814565,"score_spread":0.1805511936183295,"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."}}