{"id":"W2014113518","doi":"10.1109/ccece.2010.5575228","title":"Impact of maximum power point tracking on grid-connected Photovoltaic system dynamics","year":2010,"lang":"en","type":"article","venue":"","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Maximum power point tracking; Control theory (sociology); Photovoltaic system; Compensation (psychology); Maximum power principle; Steady state (chemistry); Voltage; Operating point; Power (physics); Grid; Nonlinear system; Loop (graph theory); Computer science; Engineering; Electronic engineering; Physics; Control (management); Mathematics; Electrical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005001092,0.0003283528,0.0005360203,0.0001759042,0.0003565999,0.0007379548,0.0002165147,0.0006677649,0.001445474],"category_scores_gemma":[0.003522337,0.0002170706,0.0002388676,0.0001626655,0.0005144289,0.0008324208,0.0004009274,0.0005766997,0.0001644915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003575067,"about_ca_system_score_gemma":0.0002798484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002208616,"about_ca_topic_score_gemma":0.001368428,"domain_scores_codex":[0.9997465,0.00009588206,0.00001043152,0.00003142162,0.00007920177,0.00003639071],"domain_scores_gemma":[0.9983526,0.001255836,0.0001507624,0.0000614632,0.0001422869,0.00003695451],"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":[0.0004384429,0.00007376516,0.006404186,0.0001087589,0.00005479347,0.0006625064,0.0001320181,0.9609808,0.01808828,0.00190335,0.0002467537,0.01090636],"study_design_scores_gemma":[0.00002532556,0.0002016389,0.004568237,0.00001186229,0.00001733069,0.0001710037,0.00006726154,0.98763,0.006175863,0.0009204677,0.0002010132,0.00001008544],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504835,0.0001672853,0.04063352,0.0002721432,0.00003018814,0.00002618365,0.00008189568,0.0002608708,0.008044411],"genre_scores_gemma":[0.9993922,0.00002244382,0.0003740341,0.000006172864,0.000001572487,0.000003244017,0.00001043511,0.000009409263,0.0001806511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002208616,"threshold_uncertainty_score":0.004835606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008219636873063298,"score_gpt":0.2530222784459357,"score_spread":0.2448026415728724,"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."}}