{"id":"W2612564267","doi":"10.1109/icit.2017.7915592","title":"Photovoltaic system modeling and simulation","year":2017,"lang":"en","type":"article","venue":"","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Photovoltaic system; Maximum power point tracking; Control theory (sociology); MATLAB; Boost converter; Maximum power principle; PID controller; Voltage; Computer science; Power (physics); Modeling and simulation; Engineering; Control engineering; Electrical engineering; Simulation; Control (management); Temperature control; Physics","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":[0.000191477,0.000108345,0.0001538049,0.00006350737,0.000392909,0.0002002789,0.0001724441,0.00008797431,0.00003979123],"category_scores_gemma":[0.00009165287,0.00009798133,0.00002818787,0.00002495072,0.0000261849,0.0003400657,0.00008246185,0.00004320916,0.00002714915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005666743,"about_ca_system_score_gemma":0.00001133795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004398776,"about_ca_topic_score_gemma":0.0001529036,"domain_scores_codex":[0.9992695,0.00002575985,0.0002182125,0.0002121323,0.0001396196,0.0001348186],"domain_scores_gemma":[0.9991245,0.00002882144,0.0001226188,0.0005623343,0.000102418,0.00005927133],"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":[0.00001819319,0.00001279452,0.00172231,0.00009626133,0.00002640239,0.000005490135,0.000149608,0.9608064,0.01634259,0.01791311,0.00008391555,0.002822946],"study_design_scores_gemma":[0.0001953104,0.000009167456,0.00009001067,0.00005355667,0.000007731477,0.000005386532,0.00009611281,0.9872258,0.01134169,0.0003240831,0.0005325956,0.0001186001],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2393692,0.00006536402,0.5414006,0.00002099582,0.0002178751,0.000449873,0.000002810807,0.001525469,0.2169477],"genre_scores_gemma":[0.9920449,0.000008510415,0.006990526,0.00003005873,0.00005445995,0.00003137441,0.000003328968,0.0000231222,0.0008137299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7526757,"threshold_uncertainty_score":0.6649663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03001345857264655,"score_gpt":0.2831242674502715,"score_spread":0.253110808877625,"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."}}