{"id":"W4406521453","doi":"10.1109/tec.2024.3488598","title":"An Isolated Modular Multiport Converter for the Integration of Photovoltaic Energy Sources and Battery Storage in MVDC Networks","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Energy Conversion","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Toronto Metropolitan University","keywords":"Photovoltaic system; Modular design; Energy storage; Battery (electricity); Electrical engineering; Battery storage; Engineering; Computer science; Electronic engineering; Automotive engineering; Power (physics); Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009389901,0.0002041491,0.0002264221,0.0002620951,0.0001085285,0.00002500106,0.0001455928,0.0001701161,0.00003610701],"category_scores_gemma":[9.875625e-7,0.000172159,0.00009110961,0.0002101536,0.00007544767,0.0001957575,0.000001499886,0.0001430979,3.790423e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006863684,"about_ca_system_score_gemma":0.00001821073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081687,"about_ca_topic_score_gemma":0.0004920852,"domain_scores_codex":[0.999139,0.00004253958,0.0002864651,0.0002399623,0.00009393084,0.0001981121],"domain_scores_gemma":[0.9994496,0.0001471627,0.00004139408,0.0002617055,0.00004956754,0.00005059918],"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":[0.0003646624,0.0001130187,0.00009924395,0.00005509547,0.0001697363,0.000002890549,0.0005001397,0.7118844,0.06463246,0.00007185341,0.0003135063,0.221793],"study_design_scores_gemma":[0.0009436282,0.00009129507,0.0002644661,0.00007836654,0.00005008139,0.000001153787,0.0002988074,0.9249799,0.07251718,0.00001538657,0.0006069689,0.0001527271],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06950837,0.0001484025,0.9292504,0.0000347408,0.0008087555,0.0001442535,0.00001250925,0.00007197426,0.00002055036],"genre_scores_gemma":[0.9987524,0.0003972198,0.00009855627,0.0004011827,0.00001654777,0.00008983218,0.00001548996,0.00002501678,0.0002038137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.929244,"threshold_uncertainty_score":0.702044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008597825326609607,"score_gpt":0.2045840506114459,"score_spread":0.1959862252848363,"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."}}