{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002366506,0.0002948997,0.0002716527,0.0001512394,0.0002797897,0.0003952534,0.0003214991,0.0004169261,0.00162545],"category_scores_gemma":[0.0006553096,0.00009822156,0.0002143561,0.000136184,0.0002011449,0.0002143853,0.0001698643,0.0003063643,0.0001541042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003169874,"about_ca_system_score_gemma":0.0002456911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003764977,"about_ca_topic_score_gemma":0.002135272,"domain_scores_codex":[0.9998285,0.0000327699,0.000009770636,0.00003885959,0.00007376189,0.00001634294],"domain_scores_gemma":[0.9997153,0.0001373509,0.00004002021,0.00002102162,0.0000786794,0.000007663776],"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":[0.0005403226,0.0001048076,0.002533935,0.0003124764,0.00008641778,0.0002637329,0.0001565101,0.8348833,0.06617886,0.002429744,0.0005806091,0.09192923],"study_design_scores_gemma":[0.00001227631,0.0001605096,0.001135317,0.000005310871,0.00001031832,0.00004014593,0.0000101256,0.9929233,0.005199056,0.0002052113,0.0002944148,0.000003996648],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4015847,0.0004055081,0.5742108,0.0002190198,0.00006147451,0.0001245543,0.00008144578,0.0008668557,0.02244571],"genre_scores_gemma":[0.9959176,0.00003035205,0.00342321,0.000007576507,0.00000272792,0.00001799129,0.000009792338,0.000006780981,0.0005839549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003764977,"threshold_uncertainty_score":0.007486165,"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."}}