{"id":"W2963714928","doi":"10.1109/tcns.2019.2921347","title":"The Effect of Transmission-Line Dynamics on Grid-Forming Dispatchable Virtual Oscillator Control","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Control of Network Systems","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":159,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Dispatchable generation; Control theory (sociology); Electric power transmission; Electric power system; Controller (irrigation); Computer science; Transmission line; Power control; Grid; Transmission (telecommunications); Exponential stability; Power (physics); Mathematics; Engineering; Control (management); Electricity generation; Physics; Telecommunications; Electrical engineering","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":[0.0006270317,0.0003224142,0.0007667399,0.00009668982,0.0001649096,0.00003730309,0.0002336605,0.0001838421,0.00001834923],"category_scores_gemma":[0.000005034626,0.0002219312,0.000307758,0.000251769,0.0000467388,0.0001069621,5.303722e-7,0.0002973676,0.00001975965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000109423,"about_ca_system_score_gemma":0.00002304143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003686332,"about_ca_topic_score_gemma":0.00003274024,"domain_scores_codex":[0.9980755,0.0001855104,0.0007426088,0.0002260117,0.0003501787,0.0004201979],"domain_scores_gemma":[0.9979083,0.001298872,0.0001885731,0.0004173321,0.00008568208,0.0001012617],"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":[0.001032416,0.00002546108,0.000091093,0.0001468817,0.0003379877,8.321937e-7,0.00002562152,0.9737111,0.001491057,0.00007217471,0.0001030249,0.02296231],"study_design_scores_gemma":[0.005152105,0.001311606,0.00001966828,0.0003546173,0.0001690751,0.000004097693,0.00002387138,0.990375,0.001048113,0.000002770412,0.00133873,0.0002003649],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0238688,0.001971578,0.9675823,0.00005796187,0.00433258,0.001634111,0.0001579022,0.0001491485,0.0002456063],"genre_scores_gemma":[0.9990337,0.0003115467,0.00002366406,0.00001719839,0.0002687618,0.0001081017,0.000005967881,0.00005998807,0.0001710989],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9751649,"threshold_uncertainty_score":0.9050092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002272799150478155,"score_gpt":0.1732854808112287,"score_spread":0.1710126816607506,"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."}}