{"id":"W4366982208","doi":"10.1155/2023/4554582","title":"State-Flow Control Based Multistage Constant-Current Battery Charger for Electric Two-Wheeler","year":2023,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"VIT University; Saveetha Institute of Medical and Technical Sciences","keywords":"Total harmonic distortion; Battery (electricity); Constant current; State of charge; MATLAB; Controller (irrigation); Control theory (sociology); Current limiting; Engineering; Electric vehicle; Voltage; Battery charger; Computer science; Power (physics); Automotive engineering; Electrical engineering; Control (management)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002608792,0.00038148,0.0003354696,0.0003436733,0.0003307589,0.0006980916,0.000731164,0.0003450655,0.003869141],"category_scores_gemma":[0.0002990504,0.0001513767,0.0002819507,0.0002218731,0.0002163049,0.0004265757,0.0002223197,0.0003934117,0.0003984259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003676851,"about_ca_system_score_gemma":0.0003778473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002699387,"about_ca_topic_score_gemma":0.003180354,"domain_scores_codex":[0.9998123,0.00002522214,0.00001408659,0.0000479576,0.00008004395,0.00002038682],"domain_scores_gemma":[0.9998088,0.00004566418,0.00004020068,0.00002021635,0.00007667611,0.000008460534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009184646,0.0009011354,0.003000333,0.000878662,0.0001252379,0.0004912765,0.0004121565,0.3158358,0.1822614,0.01179523,0.006736415,0.4766439],"study_design_scores_gemma":[0.00007025359,0.0005973389,0.001352441,0.00002291392,0.00004580815,0.0001288643,0.00001942793,0.955019,0.03718176,0.0009448872,0.004586472,0.0000307956],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1115314,0.0004324346,0.8697942,0.0001764619,0.0001802676,0.0003378545,0.0001637462,0.004164396,0.01321916],"genre_scores_gemma":[0.9804258,0.00009420608,0.01602473,0.00004370394,0.00001930458,0.00008841373,0.00005233232,0.00001843209,0.003233011],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003869141,"threshold_uncertainty_score":0.01294357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143260655440878,"score_gpt":0.2828425400417585,"score_spread":0.2685164744976706,"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."}}