{"id":"W3170821353","doi":"10.1109/icjece.2020.3035036","title":"Fault Ride-Through Analysis of Current- and Voltage-Source Models of Grid Supporting Inverter-Based Microgrid","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eskom; Erasmus+; Durban University of Technology","keywords":"Microgrid; Voltage droop; Grid; Fault (geology); Inverter; Computer science; Engineering; MATLAB; Distributed generation; Control engineering; Voltage; Voltage source; Electrical engineering; Renewable energy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000837821,0.0001319672,0.0004290457,0.0004123893,0.00002419158,0.00003204512,0.00008510166,0.00005413362,0.000007918192],"category_scores_gemma":[0.00002391852,0.0001348781,0.0001289284,0.0006761385,0.00001896444,0.0001265939,0.000009885479,0.0001963284,5.532247e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000372526,"about_ca_system_score_gemma":0.0001201209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001130532,"about_ca_topic_score_gemma":0.000122689,"domain_scores_codex":[0.9990641,0.00001230208,0.0004820601,0.0001061598,0.00009182314,0.0002435712],"domain_scores_gemma":[0.9993415,0.00007077667,0.000107813,0.00007956862,0.0001632849,0.0002370203],"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":[0.000003670163,0.000008145451,0.001028634,0.00009151512,0.0003166959,0.00002257952,0.0001503234,0.9409714,0.002501756,0.00005969888,0.00009430193,0.05475133],"study_design_scores_gemma":[0.0003278128,0.00004400276,0.0009417059,0.00007014078,0.0002572393,0.00003457545,0.000004794492,0.9931781,0.003829483,0.0000215795,0.001166643,0.0001239391],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2831475,0.01387008,0.7027335,0.00001923228,0.0001648619,0.00003149333,0.00001708748,0.00001108738,0.000005217575],"genre_scores_gemma":[0.9950152,0.000398627,0.004416475,0.00002660109,0.0001127347,6.532545e-7,0.00001260327,0.00001575395,0.000001334825],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7118677,"threshold_uncertainty_score":0.550017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007196594228829445,"score_gpt":0.1847099037095385,"score_spread":0.1775133094807091,"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."}}