{"id":"W4408610800","doi":"10.1109/tsg.2025.3552770","title":"Improved Control and Stability Analysis of a Microgrid Connector Controller Under Unbalanced Network Conditions","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Smart Grid","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Microgrid; Cable gland; Control theory (sociology); Controller (irrigation); Stability (learning theory); Engineering; Control engineering; Control (management); Computer science; Electrical engineering; Voltage","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":[0.000168822,0.0002197608,0.0005964959,0.0002986772,0.000136296,0.00003174297,0.00008963096,0.0001274088,0.0001487052],"category_scores_gemma":[0.000006184266,0.0002177741,0.0002560974,0.0009304385,0.0001040494,0.00009365023,9.392252e-7,0.0001967985,0.000002590653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006990518,"about_ca_system_score_gemma":0.00003282896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006046308,"about_ca_topic_score_gemma":0.0004107368,"domain_scores_codex":[0.9988405,0.00007010713,0.0004516661,0.000269478,0.00009005455,0.0002782096],"domain_scores_gemma":[0.999108,0.00034235,0.00006111134,0.0002647939,0.0001459574,0.00007783316],"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":[0.0002476068,0.0001102102,0.0004086828,0.00004514572,0.003663918,4.209757e-7,0.00004656445,0.9434276,0.04902523,0.0000879582,0.0003329608,0.002603739],"study_design_scores_gemma":[0.004333077,0.00007517591,0.007246527,0.00003217957,0.002652046,8.963319e-7,0.00005909791,0.9749693,0.009770296,0.00008466309,0.0005098867,0.0002668563],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07976241,0.001130971,0.916099,0.0001809334,0.001048821,0.0005819672,0.0008456591,0.000220536,0.000129729],"genre_scores_gemma":[0.9987515,0.0003580451,0.0003710063,0.0002688294,0.00004691369,0.0001251797,0.00003240627,0.00001746594,0.00002868113],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9189891,"threshold_uncertainty_score":0.888057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004801982208688536,"score_gpt":0.2024506551363518,"score_spread":0.1976486729276632,"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."}}