{"id":"W4386077095","doi":"10.1109/cpeee56777.2023.10217357","title":"Converter-Based Damping of Low Frequency Oscillations in Mixed-Source Microgrids","year":2023,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Microgrid; Voltage droop; Control theory (sociology); Converters; Automatic frequency control; Frequency grid; State space; Grid; Power (physics); Stability (learning theory); Generator (circuit theory); Engineering; Computer science; Topology (electrical circuits); Electronic engineering; Voltage source; Control (management); Physics; Renewable energy; Voltage; Electrical engineering; Mathematics","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":[0.0002088152,0.0003545874,0.0002581806,0.0001948133,0.0001338885,0.0004002778,0.000259966,0.0001602517,0.0009842794],"category_scores_gemma":[0.000640382,0.0001510656,0.0001467998,0.0001089634,0.0002203652,0.000362108,0.0002707051,0.0002023248,0.0001035991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001320252,"about_ca_system_score_gemma":0.0001697974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009086255,"about_ca_topic_score_gemma":0.001243352,"domain_scores_codex":[0.9999198,0.00003271275,0.000003631413,0.000008364505,0.00002825286,0.000007344049],"domain_scores_gemma":[0.9997992,0.0001118718,0.0000330383,0.00002119767,0.00002738955,0.000007299372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003344698,0.00006944037,0.002934547,0.0002064573,0.00004181435,0.0001319421,0.0001740156,0.9252994,0.0358023,0.003355763,0.0002063343,0.03144363],"study_design_scores_gemma":[0.00001431864,0.0001330178,0.0007102592,0.000007251199,0.00001025395,0.00002077552,0.0000236219,0.992613,0.005618318,0.0005922867,0.0002532252,0.000003705204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6690247,0.0001422604,0.3206154,0.00007495628,0.00001718476,0.00004032267,0.00005419972,0.0007235516,0.009307494],"genre_scores_gemma":[0.9969019,0.00001807415,0.002821367,0.000002156658,6.404054e-7,0.000005840338,0.000006387461,0.000006872864,0.0002368553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009842794,"threshold_uncertainty_score":0.003292739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005878591670057489,"score_gpt":0.1871609815714391,"score_spread":0.1812823899013816,"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."}}