{"id":"W2164873037","doi":"10.1109/pesmg.2013.6672234","title":"Stability analysis and control of medium-voltage micro-grids with dynamic loads","year":2013,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Voltage droop; Control theory (sociology); Grid; Voltage; AC power; Electric power system; Automatic frequency control; Nonlinear system; Computer science; Power (physics); Engineering; Voltage regulator; Control (management); Electrical engineering; Physics; Telecommunications","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":[0.00007796097,0.0001081549,0.0002568969,0.00008995533,0.00001639359,0.00002336501,0.00005790551,0.00004659483,0.0006035966],"category_scores_gemma":[0.000006305317,0.00007881346,0.00004596694,0.0002650596,0.00004801597,0.0001190764,0.000008575941,0.00005462806,0.000005640679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001861501,"about_ca_system_score_gemma":0.000007526877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001934696,"about_ca_topic_score_gemma":0.0003363506,"domain_scores_codex":[0.9994584,0.00001194091,0.0001868749,0.0001263462,0.00007889911,0.0001375768],"domain_scores_gemma":[0.9996192,0.00004068971,0.00002743314,0.0001750006,0.00008013859,0.00005749665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006084182,0.00007719378,0.177448,0.0002130527,0.00223682,0.000001719391,0.0003701766,0.08410674,0.7212421,0.00004502112,0.0001306774,0.01406759],"study_design_scores_gemma":[0.001041229,0.00004786004,0.1137827,0.000004847222,0.0003922183,0.000001190148,0.0000782248,0.8682266,0.01619641,0.00002509184,0.00004300073,0.0001606115],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4905534,0.0005042824,0.5082414,0.00004904828,0.00001924267,0.0001933803,0.0000151809,0.00008339236,0.0003406748],"genre_scores_gemma":[0.9970937,0.00009058539,0.002703958,0.00002543328,0.000007720131,0.00001649622,0.00001383728,0.00001042639,0.00003786311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7841198,"threshold_uncertainty_score":0.6608959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001657050885029118,"score_gpt":0.1527374479470925,"score_spread":0.1510803970620634,"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."}}