{"id":"W4415714544","doi":"10.1016/j.pedc.2025.100130","title":"Limitations of current-optimal Dual Active Bridge modulation strategies","year":2025,"lang":"en","type":"article","venue":"Power Electronic Devices and Components","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Control theory (sociology); Pulse-width modulation; Modulation (music); Harmonics; Boundary (topology); Commutation; Current (fluid); Dual (grammatical number); Harmonic; Frequency domain","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":[0.00002652149,0.0001117442,0.0001312788,0.00008923916,0.00004009638,0.00002231778,0.00006331498,0.0000282998,0.0000066723],"category_scores_gemma":[0.000004058722,0.0001214548,0.00003050518,0.0001346042,0.00002649807,0.0002709589,0.00002356625,0.0001235382,0.000003358141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005794728,"about_ca_system_score_gemma":0.00003478673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001056972,"about_ca_topic_score_gemma":0.00003476474,"domain_scores_codex":[0.9994015,0.00001213312,0.000152884,0.0001290396,0.00008411243,0.0002203266],"domain_scores_gemma":[0.9997554,0.00005381991,0.00003450494,0.00009619374,0.00003486559,0.00002520226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001380592,0.0001935014,0.00320114,0.0003107686,0.0006062363,0.000001828525,0.001857487,0.02047402,0.02731126,0.05450041,0.0002051299,0.8912001],"study_design_scores_gemma":[0.001145545,0.0001118855,0.444765,0.0001395013,0.00008314611,0.000003641872,0.0005620324,0.5339111,0.001174082,0.004351787,0.01337402,0.000378267],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8834547,0.002244899,0.1130854,0.0000337539,0.0002102146,0.000119379,0.000008273313,0.0000773655,0.000766024],"genre_scores_gemma":[0.9994917,0.0003479848,0.00007555649,0.00001164219,0.000008468111,0.00001122378,0.00002699004,0.000009727008,0.00001668801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8908219,"threshold_uncertainty_score":0.4952783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0275283782944715,"score_gpt":0.2636371798230602,"score_spread":0.2361088015285887,"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."}}