{"id":"W1544801666","doi":"10.1109/ptc.2015.7232734","title":"Mitigation of transformer inrush current associated with DER facilities connected on the distribution grid","year":2015,"lang":"en","type":"article","venue":"","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Inrush current; Switchgear; Circuit breaker; Transformer; Tripping; Electrical engineering; Engineering; Grid; Distribution transformer; Power quality; Distribution board; Wind power; Current transformer; Computer science; Automotive engineering; Reliability engineering; Voltage","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":[0.0002461763,0.0004185323,0.0003920109,0.0004616932,0.0002148308,0.0003415406,0.0004130937,0.0002610148,0.001345163],"category_scores_gemma":[0.0006116145,0.00008868038,0.0001415091,0.0002635246,0.0002029525,0.0002735688,0.0002323312,0.00032425,0.0002990647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004769872,"about_ca_system_score_gemma":0.0004487701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004446159,"about_ca_topic_score_gemma":0.0102583,"domain_scores_codex":[0.9997663,0.00003854493,0.0000107798,0.00002510258,0.0001004203,0.0000588358],"domain_scores_gemma":[0.9993715,0.000109847,0.0001205682,0.00006248039,0.0002915402,0.00004416492],"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":[0.001362134,0.000509714,0.01599838,0.0006050574,0.00009015728,0.0007380678,0.0002588272,0.03113758,0.6832111,0.001034647,0.001950105,0.2631041],"study_design_scores_gemma":[0.0002503069,0.006234509,0.09801097,0.00008604905,0.0003198507,0.001402279,0.0006949694,0.09028365,0.7870445,0.0007785266,0.014833,0.00006141818],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9254911,0.0005680473,0.06151264,0.0001826775,0.00005794679,0.0001448749,0.000149665,0.00143701,0.010456],"genre_scores_gemma":[0.992807,0.0001165915,0.005395844,0.00002341299,0.000009204769,0.00001013356,0.00009100053,0.0000183467,0.001528389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004446159,"threshold_uncertainty_score":0.008840561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02161824995585844,"score_gpt":0.2109607695695091,"score_spread":0.1893425196136506,"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."}}