{"id":"W4415114110","doi":"10.18280/jesa.580805","title":"Novel Nonlinear PI Controller Using Metaheuristic Algorithms for Speed Control of Wind Turbine Systems","year":2025,"lang":"fr","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Islamic University of Madinah","keywords":"Control theory (sociology); Turbine; Nonlinear system; Controller (irrigation); PID controller; Electronic speed control; Control system; Wind speed","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003316193,0.000609145,0.000413523,0.0003173744,0.0002646791,0.0006655409,0.0005984335,0.0004920231,0.0008143896],"category_scores_gemma":[0.0005748202,0.00022139,0.00030253,0.0003336915,0.000323398,0.0002728821,0.0003576466,0.000524196,0.0002086703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003094453,"about_ca_system_score_gemma":0.0005107793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002691484,"about_ca_topic_score_gemma":0.003027174,"domain_scores_codex":[0.9998893,0.00002435349,0.000006831574,0.00001888256,0.00004675872,0.00001398378],"domain_scores_gemma":[0.9998758,0.00004813385,0.00002672229,0.00000890087,0.00003460503,0.000005858029],"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":[0.00005152108,0.00004174963,0.0002500199,0.00009614946,0.00004833416,0.00006816132,0.00003740064,0.9003562,0.007299338,0.004385124,0.000588215,0.08677788],"study_design_scores_gemma":[0.000007472267,0.00002749965,0.00005384185,0.00000277543,0.000004078758,0.000009489368,0.000002615454,0.9987626,0.0004209643,0.0003730823,0.000333494,0.000002075648],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01964422,0.0005457121,0.9729825,0.00008145814,0.00007560039,0.00005516051,0.00001540674,0.0003589755,0.00624098],"genre_scores_gemma":[0.8673022,0.0004266027,0.1284733,0.00007166773,0.00005215744,0.0002030199,0.00004660285,0.00003973916,0.003384892],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002691484,"threshold_uncertainty_score":0.005351663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582183083524124,"score_gpt":0.2674430358063052,"score_spread":0.241621204971064,"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."}}