{"id":"W4377964981","doi":"10.1109/oncon56984.2022.10126965","title":"Performance Analysis of an Adaptive MPPT Control for a Grid-connected PV Solar System","year":2022,"lang":"en","type":"article","venue":"","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Maximum power point tracking; Photovoltaic system; Duty cycle; Control theory (sociology); Maximum power principle; Computer science; Boost converter; Grid-connected photovoltaic power system; Engineering; Electronic engineering; Voltage; Inverter; Electrical engineering; Control (management)","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":[0.0006078987,0.0001578666,0.0005799865,0.0005281827,0.0002111301,0.00001518642,0.0003203592,0.00006049954,0.0004547548],"category_scores_gemma":[0.00004145056,0.00015131,0.0002179394,0.001198434,0.00002444762,0.000171188,0.00005376922,0.00007337789,0.000002061121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002408021,"about_ca_system_score_gemma":0.00005907302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00185993,"about_ca_topic_score_gemma":0.0002760631,"domain_scores_codex":[0.9983547,0.000247299,0.0005370282,0.0003170802,0.0003177422,0.0002261076],"domain_scores_gemma":[0.9986638,0.000162817,0.0003219421,0.0004733165,0.0003113275,0.00006680563],"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":[0.0009376921,0.0002138886,0.001988232,0.0001364261,0.003066458,0.000003833461,0.0006924567,0.9646766,0.009944906,0.01657205,0.00074607,0.001021418],"study_design_scores_gemma":[0.0008619013,0.0005808673,0.0004758858,0.000009596411,0.0006485229,0.000004764051,0.001600173,0.9710581,0.02362446,0.00001247328,0.0009418848,0.0001813982],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4495394,0.00007642768,0.5261608,0.00003975753,0.0003947349,0.002708587,0.001081097,0.002016495,0.01798273],"genre_scores_gemma":[0.9922824,0.000001713541,0.005794404,0.00009052685,0.00003478651,0.00118892,0.0001975599,0.00003115421,0.0003785375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.542743,"threshold_uncertainty_score":0.6170244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01200808376330495,"score_gpt":0.2248780217211673,"score_spread":0.2128699379578624,"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."}}