{"id":"W2057861688","doi":"10.1109/ccece.2012.6334908","title":"Modeling, analysis, and improvement of anti-islanding relays for a radial distribution system embedding DFIG-DG wind turbines","year":2012,"lang":"en","type":"article","venue":"","topic":"Islanding Detection in Power Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Islanding; Phasor; Relay; Overcurrent; Digital protective relay; Protective relay; Computer science; MATLAB; Electronic engineering; Discrete Fourier transform (general); Control theory (sociology); Circuit breaker; Wind power; Distributed generation; Electric power system; Engineering; Power (physics); Fourier transform; Electrical engineering; Voltage; Fractional Fourier transform; Mathematics; Fourier analysis","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":[0.0004827752,0.000168484,0.0003620376,0.0002184705,0.00009303264,0.00004391822,0.0000710566,0.0001063984,0.00000692247],"category_scores_gemma":[0.0000231864,0.0001528155,0.0001273251,0.0003193955,0.00001258241,0.0001977573,0.00002381805,0.00007158004,0.000002380928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001665476,"about_ca_system_score_gemma":0.000004963437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007776026,"about_ca_topic_score_gemma":0.00001039473,"domain_scores_codex":[0.998893,0.00001439989,0.0004473084,0.0001607123,0.0001612304,0.0003233584],"domain_scores_gemma":[0.9995733,0.0000462422,0.00006997347,0.0001767069,0.00005518353,0.00007862427],"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":[0.0001004828,0.00009268199,0.08089775,0.004498091,0.004449287,0.000001831417,0.003551135,0.7694203,0.1285812,0.005243102,0.001987147,0.001176978],"study_design_scores_gemma":[0.0004538805,0.00004079847,0.0004525009,0.00007155968,0.0003606243,0.000008880868,0.0004083456,0.9844333,0.01332049,0.000004671753,0.0002530318,0.0001919307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4883994,0.0002051084,0.5097969,0.000001988787,0.0009085322,0.0002795344,0.00005799066,0.0001526904,0.0001979272],"genre_scores_gemma":[0.9990337,0.00001087173,0.0004509931,0.000001237026,0.0003091405,0.00004736456,0.00006443907,0.00002575888,0.00005651441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5106343,"threshold_uncertainty_score":0.6231636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008479956832790198,"score_gpt":0.2262775586620133,"score_spread":0.2177976018292231,"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."}}