{"id":"W4416214955","doi":"10.1109/tsg.2025.3632848","title":"Advanced Per-Phase Controller for Fault Ride-Through of Unbalanced Islanded Microgrids","year":2025,"lang":"","type":"article","venue":"IEEE Transactions on Smart Grid","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Microgrid; Control theory (sociology); Fault (geology); Controller (irrigation); Voltage droop; Inverter; Fault current limiter; Flexibility (engineering); Electrical impedance; Voltage","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":[0.0002349662,0.0005275189,0.0004000348,0.000265603,0.0002301837,0.0004962206,0.0007100783,0.0003046223,0.002195938],"category_scores_gemma":[0.0004301481,0.0001133275,0.0001596464,0.0001949597,0.0001770521,0.0003568516,0.000249519,0.0004908335,0.0004101977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002222714,"about_ca_system_score_gemma":0.0002758992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001545011,"about_ca_topic_score_gemma":0.002008501,"domain_scores_codex":[0.9998568,0.0000258064,0.00001040593,0.00003015468,0.00006377004,0.00001299827],"domain_scores_gemma":[0.9998338,0.00003605595,0.00003611167,0.00002146353,0.00006267041,0.000009876628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000484907,0.0001889066,0.0008672911,0.0003619445,0.00006899543,0.000279389,0.0002709158,0.6595601,0.05703494,0.01051849,0.004233777,0.2661304],"study_design_scores_gemma":[0.00004448352,0.0001038772,0.000183258,0.000009800618,0.00001276697,0.00004901323,0.000008676906,0.9909685,0.005113851,0.0007875314,0.00271023,0.000007926056],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07185381,0.0005195762,0.9154971,0.0001060489,0.000138524,0.0001098086,0.0001086684,0.003500507,0.008165885],"genre_scores_gemma":[0.9714277,0.0001201763,0.02694003,0.00003329292,0.00003008739,0.00006275658,0.00006198192,0.00002584643,0.001298047],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002195938,"threshold_uncertainty_score":0.007346094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008062580054647746,"score_gpt":0.2637452105420578,"score_spread":0.25568263048741,"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."}}