{"id":"W4386072126","doi":"10.23919/icpe2023-ecceasia54778.2023.10213704","title":"Parameter Feasible Region Construction of Generalized Virtual Synchronous Generators with Improved Damping Capability","year":2023,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Inertia; Control theory (sociology); AC power; Emulation; Oscillation (cell signaling); Flexibility (engineering); Power (physics); Electric power system; Grid; Swing; Mode (computer interface); Computer science; Engineering; Physics; 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":[0.00007991433,0.0001329556,0.0001941047,0.00009630717,0.00003978045,0.00002181195,0.0000572146,0.00007027397,0.00003089517],"category_scores_gemma":[0.00001555013,0.0001032538,0.00004736159,0.0003180526,0.00005229275,0.0001170759,0.00001267726,0.00006181005,0.000006042696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004875861,"about_ca_system_score_gemma":0.00002250423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009405696,"about_ca_topic_score_gemma":0.00004306509,"domain_scores_codex":[0.999334,0.00002412318,0.0002140047,0.0001666016,0.00007900863,0.0001822312],"domain_scores_gemma":[0.9996304,0.00002799334,0.00004008344,0.0001974832,0.00005972093,0.00004432873],"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":[0.0001100146,0.00002714218,0.01299115,0.00009777302,0.0002274654,0.000003919103,0.0002178187,0.7998968,0.1078745,0.0006902732,0.000574064,0.07728911],"study_design_scores_gemma":[0.00118653,0.0001088416,0.001760133,0.00001578114,0.00003978661,0.00002117007,0.0001097252,0.9269776,0.0694022,0.00007336346,0.00007043277,0.0002343863],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8877118,0.00006827276,0.1112456,0.00001974815,0.0001685281,0.00022258,0.000004369206,0.0004429373,0.0001162364],"genre_scores_gemma":[0.9852738,0.0001259073,0.0144029,0.00001548863,0.00005907493,0.00002590871,0.00003542201,0.00002492988,0.0000365935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1270809,"threshold_uncertainty_score":0.4210567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007879583417533453,"score_gpt":0.187959223205169,"score_spread":0.1800796397876356,"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."}}