{"id":"W4285082047","doi":"10.1016/j.epsr.2022.108564","title":"The impact of DFIG control schemes on the negative-sequence based differential protection","year":2022,"lang":"en","type":"article","venue":"Electric Power Systems Research","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Phasor; Reactance; Sequence (biology); Fault (geology); Control theory (sociology); Doubly fed electric machine; Transmission line; Sensitivity (control systems); Generator (circuit theory); Electric power transmission; Induction generator; Engineering; Differential (mechanical device); Transmission (telecommunications); Computer science; Voltage; Power (physics); AC power; Electric power system; Electronic engineering; Control (management); Electrical engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004983836,0.0004532235,0.0002696395,0.0002340091,0.0002396405,0.0006208154,0.0004071927,0.0003924052,0.004585233],"category_scores_gemma":[0.002702817,0.00007507984,0.0001805305,0.0002166554,0.0002968614,0.0007427205,0.0002126879,0.0003201985,0.0002127421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003737983,"about_ca_system_score_gemma":0.000185283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001484744,"about_ca_topic_score_gemma":0.001479419,"domain_scores_codex":[0.999761,0.00008082925,0.00001088951,0.00003607427,0.00007539095,0.00003571753],"domain_scores_gemma":[0.9985101,0.0009389817,0.00009478889,0.000146509,0.0002757408,0.00003389395],"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":[0.005325668,0.0005010807,0.005221769,0.0008514806,0.0001483339,0.0006312333,0.0001515145,0.5354867,0.1011792,0.04284696,0.001645449,0.3060107],"study_design_scores_gemma":[0.000227232,0.002576769,0.02257847,0.0001441205,0.0002859753,0.0004418274,0.0001574061,0.8942545,0.05683614,0.01629221,0.006166352,0.00003900349],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8198687,0.002118881,0.1242716,0.0005523335,0.0003569938,0.00005644668,0.0002357888,0.000394338,0.05214484],"genre_scores_gemma":[0.9977592,0.0001171762,0.001217922,0.00001658881,0.000009636433,0.000001976094,0.00002044033,0.000005632859,0.0008514356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004585233,"threshold_uncertainty_score":0.01533914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05207505288468674,"score_gpt":0.3215510282902478,"score_spread":0.2694759754055611,"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."}}