{"id":"W3127830066","doi":"10.1016/j.segan.2021.100444","title":"Comprehensive small-signal stability analysis of islanded synchronous generator-based microgrids","year":2021,"lang":"en","type":"article","venue":"Sustainable Energy Grids and Networks","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Voltage droop; Control theory (sociology); SIGNAL (programming language); Stability (learning theory); Small-signal model; Generator (circuit theory); Instability; Power (physics); Voltage; Computer science; Engineering; Voltage regulator; Control (management); Physics; Mechanics","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":[0.0001176268,0.0002284392,0.0005070721,0.0001642296,0.0001173505,0.00006830276,0.00009132949,0.000163347,0.0001537322],"category_scores_gemma":[0.000006646393,0.0002300961,0.000176907,0.001059818,0.0000722439,0.00006515819,0.00005247775,0.0001299056,1.345678e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008662768,"about_ca_system_score_gemma":0.00009713013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001752145,"about_ca_topic_score_gemma":0.0001806677,"domain_scores_codex":[0.9987149,0.00007792781,0.0003478067,0.0003052184,0.0001016425,0.0004524785],"domain_scores_gemma":[0.999011,0.00009529694,0.00005914917,0.0002835392,0.0004403182,0.0001106366],"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":[0.00003539744,0.0000508647,0.00118319,0.0001151407,0.0007576601,0.00005106233,0.00004709221,0.986648,0.001840598,0.0006251631,0.0002043904,0.008441436],"study_design_scores_gemma":[0.0006489248,0.00004733642,0.001115422,0.00001079217,0.0005220133,0.000002584534,0.0003727374,0.9844307,0.006827958,0.00004973794,0.005710473,0.0002612598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3833601,0.04488231,0.5707523,0.0000365225,0.0001932837,0.0001300418,0.00002971473,0.0001631245,0.0004525859],"genre_scores_gemma":[0.9966499,0.001777256,0.0008878026,0.0001046511,0.0001479639,0.00002246955,0.0002991272,0.00002778063,0.00008302417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6132898,"threshold_uncertainty_score":0.9383045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004913474951508971,"score_gpt":0.1715707158105194,"score_spread":0.1666572408590104,"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."}}