{"id":"W2146305126","doi":"10.1109/psce.2011.5772611","title":"Novel application of a PV solar plant as STATCOM during night and day in a distribution utility network","year":2011,"lang":"en","type":"article","venue":"","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Hydro; Western University","funders":"","keywords":"Photovoltaic system; Grid-connected photovoltaic power system; Automotive engineering; Inverter; Compensation (psychology); Engineering; Electrical engineering; Controller (irrigation); Charge controller; Solar power; Power (physics); Voltage; Maximum power point tracking; Battery (electricity)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00008935922,0.000122922,0.0001069932,0.0001141469,0.0001804301,0.0003168952,0.0002613654,0.0002755622,0.001105101],"category_scores_gemma":[0.0001617192,0.0000663145,0.00008663535,0.0001722723,0.000149913,0.0003040945,0.0001490953,0.0002735638,0.0001631775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002173835,"about_ca_system_score_gemma":0.0001567816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009065666,"about_ca_topic_score_gemma":0.002795554,"domain_scores_codex":[0.999926,0.00002543512,0.000002898095,0.0000117234,0.00002166665,0.00001225159],"domain_scores_gemma":[0.9999231,0.00002502476,0.000009937564,0.00001348802,0.00001773009,0.00001067179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001273939,0.0006085059,0.01216839,0.0002182513,0.00009466628,0.002741166,0.0005462261,0.212006,0.46201,0.01268077,0.002955609,0.2926964],"study_design_scores_gemma":[0.0001251127,0.0009870998,0.01152708,0.00002013754,0.00006563283,0.001248474,0.0001684394,0.8755891,0.09675575,0.003140262,0.01034617,0.00002681021],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8062168,0.0002420601,0.1655375,0.0003294577,0.00007850885,0.00004616428,0.00007600636,0.001208727,0.02626468],"genre_scores_gemma":[0.9942495,0.00004595904,0.004435346,0.00001550562,0.00000918839,0.000005243962,0.00001171203,0.00000659865,0.00122091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001105101,"threshold_uncertainty_score":0.003696918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048344467244962,"score_gpt":0.1853319195615965,"score_spread":0.1748484748891468,"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."}}