{"id":"W4377972252","doi":"10.1109/oncon56984.2022.10127023","title":"Fault Analysis of Microgrids with Inverter Interfaced Resources in Grid-Connected and Islanded Modes","year":2022,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Microgrid; Inverter; Distributed generation; Renewable energy; Grid; Fault (geology); Wind power; Penetration (warfare); Computer science; Energy storage; Photovoltaic system; Engineering; Electrical engineering; Reliability engineering; Automotive engineering; Voltage; Power (physics); 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":[0.000168335,0.0004426427,0.000445516,0.0004965279,0.0002369956,0.0003851565,0.0003044725,0.0003286469,0.001334872],"category_scores_gemma":[0.000485766,0.0001410578,0.0004225153,0.0003822682,0.0002887749,0.0004468569,0.0002125371,0.0002127855,0.0001227437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00040721,"about_ca_system_score_gemma":0.0002233039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006963294,"about_ca_topic_score_gemma":0.003983921,"domain_scores_codex":[0.9999133,0.0000302754,0.000008819974,0.00001233319,0.00002067487,0.00001462613],"domain_scores_gemma":[0.9997804,0.00009989653,0.00003491335,0.00002748832,0.0000447684,0.00001251475],"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":[0.000276611,0.00003437023,0.005397294,0.0001077324,0.00004805399,0.0002467111,0.0000777727,0.9764686,0.006653188,0.0009928604,0.0002601163,0.009436755],"study_design_scores_gemma":[0.000008699027,0.00009330376,0.003645104,0.000005657084,0.00001289078,0.00003750996,0.00005578211,0.9938285,0.0016118,0.0005753206,0.0001205437,0.00000505075],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466821,0.0002872554,0.04806748,0.00006896078,0.00001326021,0.00004773376,0.0003738343,0.000341316,0.004118158],"genre_scores_gemma":[0.9982948,0.00003756892,0.001278698,0.000003183818,0.000001174372,0.000006410431,0.00005942466,0.000006885375,0.0003119607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006963294,"threshold_uncertainty_score":0.0138455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002378877791917383,"score_gpt":0.1517977795381543,"score_spread":0.149418901746237,"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."}}