{"id":"W4310908162","doi":"10.18280/jesa.550507","title":"Energy Management of a Hybrid Generation System Based on Wind Turbine Coupled with a Battery/Supercapacitor","year":2022,"lang":"en","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supercapacitor; Wind power; Battery (electricity); Automotive engineering; Turbine; Energy storage; Power (physics); Energy management; Wind speed; Voltage; Hybrid power; Electrical engineering; Computer science; Energy (signal processing); Engineering; Mechanical engineering; Meteorology","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":[0.00008871555,0.0002941579,0.0003051711,0.0001501173,0.0003215641,0.0004432531,0.0003902754,0.000260522,0.001420622],"category_scores_gemma":[0.00007562494,0.0001143492,0.0001792027,0.0001644484,0.0001572339,0.0003880339,0.0002058855,0.0002158288,0.0002312812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001307395,"about_ca_system_score_gemma":0.000139948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006957839,"about_ca_topic_score_gemma":0.001785984,"domain_scores_codex":[0.9999454,0.0000119612,0.000004920518,0.00001447476,0.00001663777,0.000006595661],"domain_scores_gemma":[0.9999565,0.00001039119,0.000007645249,0.000006333669,0.00001375279,0.000005436987],"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":[0.0007850106,0.0002872467,0.004832739,0.0005835009,0.0002934043,0.002061676,0.0002334631,0.4568965,0.2774886,0.008050143,0.003271747,0.2452161],"study_design_scores_gemma":[0.00005413831,0.0004258671,0.002117442,0.00001685922,0.0000807824,0.0002712738,0.00006321573,0.9700419,0.02108424,0.002284327,0.003537895,0.00002198922],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4080942,0.001137684,0.5748944,0.000249679,0.0001512537,0.0001614146,0.000142749,0.001159857,0.01400873],"genre_scores_gemma":[0.9866954,0.0001160712,0.01079444,0.00001865947,0.00001480628,0.00003365806,0.00002431296,0.00001082288,0.00229179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001420622,"threshold_uncertainty_score":0.004752457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524050261451072,"score_gpt":0.2229812550093868,"score_spread":0.2077407523948761,"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."}}