{"id":"W6998433695","doi":"","title":"Advanced virtual synchronous generator implementation on a modular multilevel converter","year":2023,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Converters; Modular design; Voltage source; Emulation; Controller (irrigation); Permanent magnet synchronous generator; Generator (circuit theory); Current limiting; Current source","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007509354,0.0002354742,0.0002994647,0.0002024981,0.0001356005,0.00001665077,0.0001574897,0.000255007,0.0000226894],"category_scores_gemma":[0.000004990468,0.0003234051,0.000100773,0.0001446805,0.00001454573,0.0001504074,0.0000158209,0.0002138257,0.0002515239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002712638,"about_ca_system_score_gemma":0.00003431231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001389641,"about_ca_topic_score_gemma":0.1153652,"domain_scores_codex":[0.9990942,0.00003152246,0.0001372152,0.0002708749,0.0002563352,0.0002098097],"domain_scores_gemma":[0.99949,0.000018657,0.0001229019,0.0002184725,0.00008876408,0.00006118284],"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":[0.0007994128,0.0002208252,0.001270507,0.003786764,0.002153544,0.0002799973,0.01229693,0.1034571,0.2538558,0.0008013591,0.02259885,0.598479],"study_design_scores_gemma":[0.007521378,0.001765813,0.3150257,0.001549512,0.000610103,0.000009934577,0.2686972,0.343753,0.02625642,0.00006164937,0.03186418,0.002885136],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911476,0.00006030453,0.005770933,0.00001805702,0.001433671,0.0005870573,0.000103002,0.000357277,0.000522051],"genre_scores_gemma":[0.9972244,0.00009923977,0.0002972887,0.000005247969,0.0001143158,0.000005810785,0.0006419224,0.00007618465,0.001535599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5955938,"threshold_uncertainty_score":0.9999218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059717849947297,"score_gpt":0.2162120455738749,"score_spread":0.2056148670744019,"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."}}