{"id":"W4406028097","doi":"10.1109/tpwrd.2025.3525551","title":"Review on DFIG Supplementary SSI Damping Controllers: Design, Development, and Directions","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Concordia University","funders":"","keywords":"Doubly fed electric machine; Control theory (sociology); Control engineering; Engineering; Computer science; Control (management); Electrical engineering; AC power; Voltage","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":[0.0006711361,0.001194909,0.001066991,0.001551382,0.0002705826,0.0009467779,0.001188036,0.001159848,0.002607443],"category_scores_gemma":[0.001225841,0.0006170371,0.0006126115,0.001856886,0.0003241276,0.001476222,0.0005519,0.001041486,0.001429688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003716431,"about_ca_system_score_gemma":0.000882759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009022119,"about_ca_topic_score_gemma":0.0008740425,"domain_scores_codex":[0.9996786,0.00003107842,0.00006344642,0.00009981199,0.0001038171,0.00002330502],"domain_scores_gemma":[0.9992328,0.0003575258,0.000102122,0.00003203574,0.0002462846,0.00002925467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000133918,0.00009143708,0.0003000034,0.02393909,0.0001614503,0.000110567,0.0001030519,0.004846372,0.006880684,0.007288297,0.01230884,0.9438363],"study_design_scores_gemma":[0.00003031001,0.0007472727,0.00129259,0.006843817,0.0005506913,0.0008036943,0.0001586077,0.005750025,0.007709136,0.004658643,0.9713488,0.0001063513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001121496,0.9826887,0.01199136,0.0002775338,0.0005397387,0.00002628047,0.00006271405,0.00005028726,0.003241986],"genre_scores_gemma":[0.01320403,0.9739695,0.00905889,0.0004648174,0.0007047576,0.00004627415,0.0002000854,0.00002134474,0.002330368],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002607443,"threshold_uncertainty_score":0.008722723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538804837510669,"score_gpt":0.2375398273724297,"score_spread":0.222151778997323,"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."}}