{"id":"W2078309930","doi":"10.1109/tec.2009.2031814","title":"Nighttime Application of PV Solar Farm as STATCOM to Regulate Grid Voltage","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Energy Conversion","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":241,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro One (Canada); Western University","funders":"","keywords":"Photovoltaic system; Renewable energy; Grid-connected photovoltaic power system; Maximum power point tracking; Grid; Fault (geology); AC power; Wind power; Controller (irrigation); Electrical engineering; Distributed generation; Engineering; MATLAB; Control theory (sociology); Computer science; Voltage; Automotive engineering; Control (management); Inverter; Mathematics","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":[0.00006611938,0.000201398,0.0001867094,0.0001309054,0.0001439237,0.0002782911,0.0003487716,0.0002751967,0.00137543],"category_scores_gemma":[0.0001045578,0.00004904858,0.0001400965,0.0001602866,0.0001187227,0.0002124253,0.0001403796,0.0002349798,0.0003279102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116709,"about_ca_system_score_gemma":0.00009923843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002363027,"about_ca_topic_score_gemma":0.0007462804,"domain_scores_codex":[0.9999437,0.0000130564,0.000003548442,0.00001521509,0.00001603703,0.000008295528],"domain_scores_gemma":[0.9999294,0.00001311174,0.00001089322,0.00001768557,0.00002305606,0.000005881188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007329863,0.0004051032,0.003974643,0.0004576402,0.0001183567,0.001091613,0.0002182491,0.04861967,0.4483263,0.01345448,0.006182818,0.476418],"study_design_scores_gemma":[0.0001444497,0.001603551,0.009848917,0.00005830701,0.000126081,0.001614398,0.00011992,0.6413295,0.2971668,0.006692637,0.04125728,0.00003806947],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3034927,0.001454322,0.6452724,0.0004258947,0.0005100016,0.000089985,0.0002012197,0.003278294,0.0452752],"genre_scores_gemma":[0.982986,0.0002405998,0.01222323,0.00007486054,0.00007132467,0.00001326356,0.00005746362,0.00003042443,0.004302802],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00137543,"threshold_uncertainty_score":0.0046013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002822460341886473,"score_gpt":0.1761114085175909,"score_spread":0.1732889481757044,"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."}}