{"id":"W4411337409","doi":"10.1109/icps64254.2025.11030360","title":"Adaptive Damping Control to Improve Transient Stability in Grid-Forming VSG","year":2025,"lang":"en","type":"article","venue":"","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Transient (computer programming); Control theory (sociology); Stability (learning theory); Grid; Adaptive control; Control (management); Computer science; Mathematics; Artificial intelligence","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":[0.0001667313,0.0004703406,0.000215523,0.0002735764,0.0002285047,0.000347199,0.0003911134,0.0002078567,0.00153558],"category_scores_gemma":[0.0005223625,0.00009939165,0.0001419661,0.0001450408,0.0002251803,0.0002605983,0.0003297407,0.0002930505,0.0001797106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001662842,"about_ca_system_score_gemma":0.0001174788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007246897,"about_ca_topic_score_gemma":0.001098275,"domain_scores_codex":[0.9999183,0.00001689068,0.000007064114,0.0000206072,0.00002590993,0.00001125428],"domain_scores_gemma":[0.9998595,0.00004832864,0.00003576973,0.00001040088,0.0000366704,0.00000938829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006237122,0.0002188287,0.001953337,0.0002932439,0.00007019653,0.0003526192,0.0003626608,0.5591361,0.1352552,0.01213858,0.002925733,0.2866698],"study_design_scores_gemma":[0.00004338563,0.000191938,0.0004946152,0.00001227379,0.00001629578,0.00005761904,0.00002184233,0.9903955,0.005866304,0.001455953,0.001437451,0.000006905148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1283371,0.0005460297,0.8628899,0.0001542956,0.0001484637,0.00005851123,0.00002238442,0.0009217193,0.006921608],"genre_scores_gemma":[0.9923906,0.00005679211,0.007043806,0.00001946629,0.00001285449,0.000009665763,0.000007636264,0.00001077737,0.0004484283],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00153558,"threshold_uncertainty_score":0.005137086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075590590948759,"score_gpt":0.2314602682721944,"score_spread":0.2207043623627068,"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."}}