{"id":"W4404563765","doi":"10.1109/ecceeurope62508.2024.10751968","title":"Improving Transient Response of a Battery Energy Storage System with Minimized DC Capacitors","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Capacitor; Energy storage; Transient (computer programming); Transient response; Electrical engineering; Transient analysis; Battery (electricity); Supercapacitor; Computer science; Materials science; Engineering; Capacitance; Voltage; Power (physics); Physics; Electrode","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001684915,0.0003339056,0.0002958857,0.0001796216,0.0002485673,0.0004569717,0.0004354969,0.0004225773,0.001380544],"category_scores_gemma":[0.0003832258,0.000107996,0.0001843202,0.0001666517,0.0001624844,0.0003235824,0.0001944392,0.0002864054,0.0002363532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002302651,"about_ca_system_score_gemma":0.0001994323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005171867,"about_ca_topic_score_gemma":0.0006837024,"domain_scores_codex":[0.9998647,0.00002081607,0.0000113696,0.00003557173,0.00005161401,0.00001599531],"domain_scores_gemma":[0.9998493,0.00004849167,0.00002537301,0.00001933289,0.00004747886,0.0000100313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008016279,0.0002083299,0.0007700179,0.0004676336,0.00004360373,0.0002044908,0.0003137131,0.06039178,0.8316243,0.002519786,0.0009259993,0.1017288],"study_design_scores_gemma":[0.00009561012,0.001656593,0.002070325,0.00003917057,0.00006847384,0.0002866891,0.00007911028,0.6007613,0.3889439,0.0007404475,0.005221792,0.00003659974],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4255768,0.0006902175,0.5619053,0.0003455352,0.0001634995,0.0001912722,0.0001212739,0.002025291,0.008980958],"genre_scores_gemma":[0.9866875,0.00009586293,0.01228429,0.00002975303,0.000008981573,0.00003097887,0.00002522998,0.00001201239,0.0008254336],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001380544,"threshold_uncertainty_score":0.004618347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008856104076770932,"score_gpt":0.2159887846705657,"score_spread":0.2071326805937948,"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."}}