{"id":"W2116000673","doi":"10.1109/tie.2013.2264790","title":"Analysis and Mitigation of Low-Frequency Instabilities in Autonomous Medium-Voltage Converter-Based Microgrids With Dynamic Loads","year":2013,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":183,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Voltage droop; Microgrid; Control theory (sociology); Controller (irrigation); Engineering; Automatic frequency control; AC power; Voltage; Computer science; Voltage source; Control (management); Electrical engineering","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":[0.0002015067,0.0005164857,0.0003500069,0.0002723641,0.0002272849,0.000450686,0.0003956333,0.0002959639,0.0007798928],"category_scores_gemma":[0.0003741612,0.0001262139,0.0003163648,0.0001704637,0.0002733467,0.0003996531,0.0002782601,0.0002673808,0.0001449156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003884994,"about_ca_system_score_gemma":0.0003634185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003133035,"about_ca_topic_score_gemma":0.001985126,"domain_scores_codex":[0.9999298,0.0000162875,0.000002553134,0.00001312834,0.00002907326,0.000009199497],"domain_scores_gemma":[0.9998815,0.00004228462,0.00002494585,0.00001343347,0.0000318192,0.000006002785],"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":[0.0001214108,0.00005032748,0.00235964,0.0001386068,0.00002931883,0.0002589423,0.0001284405,0.9395385,0.02674548,0.005570423,0.0004835344,0.02457534],"study_design_scores_gemma":[0.000002661141,0.00003520528,0.0005617291,0.000003363102,0.000003676944,0.00001490862,0.00001856167,0.996914,0.00151807,0.0007712473,0.0001534801,0.000002996578],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4371126,0.0005854891,0.5473859,0.0001681329,0.00003126746,0.00009194786,0.00009211295,0.0008853649,0.01364714],"genre_scores_gemma":[0.9957389,0.0001044207,0.003336287,0.000007032864,0.000003624602,0.00002071439,0.00002240821,0.00001158165,0.0007550683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003133035,"threshold_uncertainty_score":0.006229579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00410732714248386,"score_gpt":0.1755075811619252,"score_spread":0.1714002540194413,"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."}}