{"id":"W4397000296","doi":"10.1109/iceet60227.2023.10525885","title":"Impedance-Based Online Stability Monitoring and Control of VSC-Based Power Systems","year":2023,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Admittance; Control theory (sociology); Electrical impedance; MATLAB; Stability (learning theory); Electric power system; Computer science; Power (physics); Time domain; Grid; Control system; Control engineering; Engineering; Control (management); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001617497,0.0001007721,0.0001934651,0.00007143416,0.00002091032,0.00001888185,0.00005059733,0.00005147139,0.00002272657],"category_scores_gemma":[0.00002685073,0.00009013658,0.0000366977,0.0001719372,0.00001892337,0.00004812018,0.000005551276,0.00005665685,0.000003727271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002640399,"about_ca_system_score_gemma":0.00001812667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003394959,"about_ca_topic_score_gemma":0.000004620068,"domain_scores_codex":[0.9993787,0.00002144924,0.0002235187,0.0001146786,0.0001015929,0.0001600496],"domain_scores_gemma":[0.9995857,0.0001158292,0.00002714659,0.0001567336,0.0000663062,0.00004823522],"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":[0.00003475373,0.00002406421,0.01789388,0.0002406877,0.00002809756,0.000001553622,0.0000400813,0.9381739,0.04258766,0.00001540874,0.00004042402,0.0009195257],"study_design_scores_gemma":[0.001239885,0.00003107442,0.00770674,0.00003550635,0.00001340345,1.650625e-7,0.00008026006,0.9795772,0.01108387,0.000002406155,0.0001344314,0.00009501403],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.882627,0.001489289,0.1141591,0.00006669627,0.000490989,0.0003388702,0.0000804248,0.0006110955,0.0001365345],"genre_scores_gemma":[0.9993851,0.0000359585,0.000475224,0.000007860341,0.00003583091,0.00001664221,0.00001518582,0.00001771774,0.00001052295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1167581,"threshold_uncertainty_score":0.3675663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01006254436434683,"score_gpt":0.204115672952305,"score_spread":0.1940531285879582,"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."}}