{"id":"W2316684965","doi":"10.1109/tpel.2013.2296113","title":"Antiislanding Protection Based on Signatures Extracted From the Instantaneous Apparent Power","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Islanding Detection in Power Systems","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Islanding; Transient (computer programming); Instantaneous phase; Control theory (sociology); Power (physics); Signature (topology); Time–frequency analysis; Generator (circuit theory); Electronic engineering; Computer science; Engineering; Physics; Distributed generation; Electrical engineering; Mathematics; Renewable energy","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":[0.0002081872,0.0005937209,0.0003933712,0.0006934822,0.000233417,0.0004720548,0.0005248519,0.0003391073,0.001027987],"category_scores_gemma":[0.0008481918,0.0001894598,0.0002166506,0.0003406586,0.0003278164,0.0009912367,0.0003916833,0.0004550219,0.0005186902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001535069,"about_ca_system_score_gemma":0.0002262031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002506196,"about_ca_topic_score_gemma":0.0004396128,"domain_scores_codex":[0.9997093,0.00003129187,0.00001807302,0.00006300843,0.0001560414,0.00002224205],"domain_scores_gemma":[0.9995137,0.0001061928,0.0001237812,0.00009606858,0.0001418612,0.00001827557],"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":[0.0004049541,0.00008977489,0.002413547,0.0001803936,0.00004116196,0.0002947076,0.0002129249,0.007450459,0.2789232,0.00429572,0.001182875,0.7045103],"study_design_scores_gemma":[0.00009717829,0.001116413,0.01385832,0.0001019218,0.0001436749,0.002895187,0.0002119888,0.4139554,0.5328228,0.006513726,0.0282167,0.0000666725],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08854023,0.0004457565,0.9045382,0.0001178443,0.0001566296,0.00005739426,0.00005091186,0.00130997,0.004783042],"genre_scores_gemma":[0.8262196,0.0005510013,0.1684088,0.00009467477,0.00009037747,0.00004386654,0.0001587341,0.0001148033,0.004318092],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001027987,"threshold_uncertainty_score":0.003439009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006082681515485557,"score_gpt":0.1896048952094244,"score_spread":0.1835222136939388,"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."}}