{"id":"W4406118721","doi":"10.18280/jesa.570609","title":"Mitigation of Power Losses in Solar Photovoltaic Systems Under Partial Shading Using Optimization-Based MPPT","year":2024,"lang":"en","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shading; Photovoltaic system; Maximum power point tracking; Power (physics); Computer science; Environmental science; Engineering; Electrical engineering; Physics","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":[0.0001763366,0.0003473813,0.0003630132,0.000192507,0.0002191853,0.0003659647,0.0002647977,0.0002621136,0.0003977079],"category_scores_gemma":[0.0003460787,0.0001402475,0.000217195,0.0002323578,0.0001429836,0.0003532473,0.0001733657,0.0002411213,0.0001016452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001911963,"about_ca_system_score_gemma":0.0001909129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008942927,"about_ca_topic_score_gemma":0.001093541,"domain_scores_codex":[0.9999005,0.00002666816,0.000004536656,0.00001480851,0.000040459,0.00001314617],"domain_scores_gemma":[0.999905,0.00004344451,0.00002200953,0.000008760098,0.00001747195,0.000003200501],"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":[0.0002349698,0.000117463,0.002179241,0.0001694477,0.00006047999,0.0001614299,0.00009806972,0.7599375,0.1014781,0.001155638,0.000634758,0.133773],"study_design_scores_gemma":[0.000014562,0.0001708281,0.002257709,0.000007987796,0.00002039324,0.00005522919,0.00001928216,0.9719296,0.02413675,0.0007355111,0.0006458936,0.000006258647],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.455372,0.0005385673,0.5339969,0.00018491,0.00002276726,0.00006508785,0.00006195871,0.0008952085,0.008862587],"genre_scores_gemma":[0.9836464,0.0001073738,0.01550718,0.00001253363,0.000003145693,0.00002140222,0.00002048145,0.00002346963,0.0006580165],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0008942927,"threshold_uncertainty_score":0.001778185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02300840513892969,"score_gpt":0.2733337265134264,"score_spread":0.2503253213744967,"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."}}