{"id":"W7116898735","doi":"10.1109/sepoc67005.2025.11297596","title":"Optimization-Based Capacitor Current Reduction in Switched Reluctance Generators Operating under Single-Pulse Control","year":2025,"lang":"","type":"article","venue":"","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Switched reluctance motor; Capacitor; Reduction (mathematics); Torque; Control theory (sociology); Torque ripple; Reservoir capacitor; Ripple; Current (fluid)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006267707,0.0007387753,0.0009689744,0.0007111378,0.0002381479,0.0003901929,0.0003340254,0.0004113691,0.0002891629],"category_scores_gemma":[0.0003560802,0.0008041395,0.0002101177,0.001555987,0.00007510997,0.0004829435,0.00003221096,0.0007315654,0.00002707943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001654557,"about_ca_system_score_gemma":0.0005422686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002446529,"about_ca_topic_score_gemma":0.0001113826,"domain_scores_codex":[0.9956946,0.0002711229,0.001834987,0.000917564,0.0004177859,0.0008639393],"domain_scores_gemma":[0.9982267,0.0002370775,0.0002272359,0.000735732,0.0003778246,0.0001954276],"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":[0.0000534659,0.0002200126,0.0009317757,0.0005235075,0.0001175976,0.00000427366,0.0001756196,0.961068,0.03390833,0.0007327382,0.0004463454,0.001818348],"study_design_scores_gemma":[0.006205892,0.00005717443,0.0001971949,0.002387821,0.0001062633,0.000003177788,0.0002967951,0.9810032,0.008917906,0.00002981929,0.00008963716,0.0007051442],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05071456,0.0139147,0.9129416,0.001520912,0.01492388,0.002807283,0.00002791146,0.000473933,0.002675181],"genre_scores_gemma":[0.9937468,0.00005089994,0.004079276,0.0001532271,0.00123547,0.0003148633,0.0000295625,0.0001091248,0.0002808142],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9430322,"threshold_uncertainty_score":0.999441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148640499645474,"score_gpt":0.2256618217687348,"score_spread":0.2141754167722801,"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."}}