{"id":"W4413255033","doi":"10.35833/mpce.2023.000986","title":"Detailed Equivalent Modeling and Simulation of Modular Multilevel Converters with Partially- integrated Battery Energy Storage","year":2024,"lang":"en","type":"article","venue":"Journal of Modern Power Systems and Clean Energy","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Hydro; University of Manitoba","funders":"","keywords":"Modular design; Converters; Battery (electricity); Energy storage; Computer science; Energy (signal processing); Engineering; Automotive engineering; Electrical engineering; Voltage; Power (physics); Mathematics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001887208,0.0004625978,0.0007023264,0.0003559814,0.0003331701,0.000735069,0.00112465,0.0008277892,0.003021318],"category_scores_gemma":[0.0004652366,0.0002955108,0.0007540244,0.0004347276,0.0003208664,0.0008173726,0.0003808271,0.0004873345,0.0003885025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005818889,"about_ca_system_score_gemma":0.0004791056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004761898,"about_ca_topic_score_gemma":0.00409209,"domain_scores_codex":[0.9998634,0.00003665635,0.000006441098,0.00001693469,0.00005898327,0.00001761759],"domain_scores_gemma":[0.9998765,0.00004551856,0.00002017633,0.0000211909,0.0000293558,0.000007328347],"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":[0.0000152342,0.00001007182,0.0001507095,0.00001758902,0.000008966833,0.00004996302,0.00001896657,0.9919444,0.001490466,0.003562764,0.0001806533,0.002550178],"study_design_scores_gemma":[0.000002246657,0.000006504154,0.00004979601,0.000001349179,0.000001833093,0.000006211992,0.000003270862,0.9988925,0.0001653745,0.0006657459,0.000203936,0.000001279314],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1216252,0.0002637136,0.8398522,0.0002078499,0.00005625426,0.0001347704,0.0008053154,0.0009020764,0.03615266],"genre_scores_gemma":[0.9707975,0.0002194236,0.02266558,0.0000424965,0.00001515257,0.0001527802,0.0002990568,0.00006062859,0.005747354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004761898,"threshold_uncertainty_score":0.01010734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221587860545412,"score_gpt":0.2103112509332604,"score_spread":0.1980953723278063,"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."}}