{"id":"W2966765827","doi":"10.1109/isie.2019.8781470","title":"Reduced-Order Parametric Dynamic Phasor Modeling of AC Distribution Systems with Rectifier Loads","year":2019,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Phasor; Harmonics; Rectifier (neural networks); Computer science; Parametric statistics; Transient (computer programming); Electric power system; Voltage; Control theory (sociology); Dynamic simulation; Power (physics); Steady state (chemistry); Electronic engineering; Engineering; Simulation; Electrical engineering; Mathematics; 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":[0.00008266773,0.0001081935,0.0001770656,0.00007886205,0.00001616429,0.00002606666,0.00006474563,0.00007019078,0.00004238034],"category_scores_gemma":[0.00001032379,0.00008602923,0.00002737085,0.0004632252,0.000006624537,0.0001234894,0.000007245441,0.00007880628,0.00002529969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006609163,"about_ca_system_score_gemma":0.00001404718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005860286,"about_ca_topic_score_gemma":0.000006606912,"domain_scores_codex":[0.999389,0.00001160877,0.000199875,0.0001328931,0.0001110128,0.0001555894],"domain_scores_gemma":[0.9996251,0.00001895781,0.00003285773,0.0001802272,0.0001149593,0.00002785849],"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":[0.00001813201,0.00001195917,0.00007861698,0.00006808823,0.0000370498,2.053617e-7,0.0000158711,0.9941111,0.004075364,0.00007334998,0.00005579628,0.001454416],"study_design_scores_gemma":[0.0004407124,0.00003778538,0.0000324281,0.00003805607,0.00002182793,0.000004602024,0.00005371118,0.9983469,0.0007852517,0.000006627706,0.0001104799,0.0001216185],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4325567,0.0009221437,0.5643035,0.00001412825,0.000295339,0.0002854317,0.00001433708,0.0001594534,0.001448912],"genre_scores_gemma":[0.998414,0.0001341777,0.00102287,0.000002661965,0.00001766491,0.00001362124,0.00009306704,0.00002046737,0.0002815011],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5658572,"threshold_uncertainty_score":0.350817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003446687874789602,"score_gpt":0.175154867817871,"score_spread":0.1717081799430814,"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."}}