{"id":"W2241763906","doi":"10.1109/epec.2015.7379960","title":"Nonlinear maximum power point tracking controller for photovoltaic system","year":2015,"lang":"en","type":"article","venue":"","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec en Outaouais","funders":"","keywords":"Maximum power point tracking; Control theory (sociology); Duty cycle; Photovoltaic system; Nonlinear system; Maximum power principle; Controller (irrigation); Transient (computer programming); MATLAB; Computer science; Power (physics); Boost converter; Operating point; Engineering; Electronic engineering; Voltage; Physics; Inverter; Control (management); 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":[0.0001703282,0.0003148045,0.0003007453,0.0001387653,0.0002725127,0.0004336263,0.0005509277,0.0003449528,0.001469872],"category_scores_gemma":[0.0003564228,0.0001028988,0.0002033256,0.0001744936,0.0002158121,0.0002868656,0.0002698934,0.0004887065,0.0003559849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003007861,"about_ca_system_score_gemma":0.0002731435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001421007,"about_ca_topic_score_gemma":0.001677372,"domain_scores_codex":[0.9998604,0.0000204476,0.000007327488,0.00003265274,0.00006981507,0.000009342793],"domain_scores_gemma":[0.9998966,0.00003067982,0.00001872889,0.000008743115,0.00004132786,0.000003816497],"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":[0.0001886177,0.0001149287,0.0009804812,0.0006337811,0.00006362034,0.0004035762,0.0001975592,0.4950143,0.1315413,0.01235806,0.004301238,0.3542026],"study_design_scores_gemma":[0.0000226863,0.0001167844,0.0003705882,0.00001262824,0.00001237723,0.00008885426,0.000009613756,0.9856193,0.008950724,0.001018928,0.003766651,0.00001091182],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02001161,0.0005914783,0.9685187,0.0001243882,0.0001108112,0.000069537,0.00003162851,0.0005509852,0.009990849],"genre_scores_gemma":[0.9048674,0.0006865336,0.0843198,0.0001060671,0.00008061928,0.0001723865,0.00007640484,0.00003888031,0.009652055],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001469872,"threshold_uncertainty_score":0.004917264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03019330538535904,"score_gpt":0.2645819788174913,"score_spread":0.2343886734321322,"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."}}