{"id":"W2743038360","doi":"10.1016/j.apenergy.2017.07.084","title":"Stability enhancement of the motor drive DC input voltage of an electric vehicle using on-board hybrid energy storage systems","year":2017,"lang":"en","type":"article","venue":"Applied Energy","topic":"Electric and Hybrid Vehicle Technologies","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"European Regional Development Fund; Fundação para a Ciência e a Tecnologia; Canada Research Chairs","keywords":"Supercapacitor; Battery (electricity); Voltage; Battery pack; Electric vehicle; Energy storage; Engineering; Power (physics); Automotive engineering; Test bench; Electrical engineering; Driving cycle; Topology (electrical circuits); Capacitance","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":[0.00008614872,0.0001727154,0.0001540825,0.0001658641,0.0001962947,0.0002757948,0.0001547975,0.000147533,0.001680995],"category_scores_gemma":[0.0002422899,0.00005604653,0.000102882,0.0001010362,0.0001251883,0.0001618542,0.0001370677,0.0001574456,0.0001216145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002065701,"about_ca_system_score_gemma":0.000133543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001186234,"about_ca_topic_score_gemma":0.002056442,"domain_scores_codex":[0.9999473,0.000009813355,0.000002761835,0.00001049154,0.00002038549,0.000009312033],"domain_scores_gemma":[0.9998566,0.00004668848,0.00001063299,0.00001292533,0.00006516703,0.000007972124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002068676,0.0001404308,0.005150545,0.0002637911,0.00006218555,0.0004047591,0.0002944181,0.034646,0.8629511,0.002201692,0.001066776,0.09074965],"study_design_scores_gemma":[0.00004718845,0.0007998954,0.01842856,0.00003244187,0.00006020951,0.000253303,0.0001977694,0.4956896,0.4804489,0.0007242457,0.003296318,0.00002168177],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704324,0.0001874716,0.02141024,0.0001069624,0.00004258695,0.00001562753,0.00004433917,0.0001961651,0.007564133],"genre_scores_gemma":[0.9990399,0.00001427259,0.0003495747,0.000004121352,0.000002214259,0.000001425714,0.000008023793,0.000004572112,0.0005757084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001680995,"threshold_uncertainty_score":0.005623519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206598917526075,"score_gpt":0.2067109011121895,"score_spread":0.1946449119369287,"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."}}