{"id":"W2561551807","doi":"10.1109/tpel.2016.2628405","title":"Analytical Expressions for Multiobjective Optimization of Converter-Based DG Operation Under Unbalanced Grid Conditions","year":2017,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Multi-objective optimization; Grid; Control theory (sociology); Mathematical optimization; Computer science; Mathematics; Control (management)","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":[0.001201205,0.001427788,0.0007954365,0.0007443881,0.0003256826,0.001425965,0.0006848866,0.0008649181,0.003495814],"category_scores_gemma":[0.002736372,0.0004142691,0.0006373404,0.0007467812,0.0005810416,0.0005641373,0.0005794741,0.0007856862,0.0006055739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009973714,"about_ca_system_score_gemma":0.0009004094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003049051,"about_ca_topic_score_gemma":0.00350994,"domain_scores_codex":[0.999756,0.00008030544,0.00001087271,0.00002425138,0.00009298402,0.00003554772],"domain_scores_gemma":[0.9993986,0.0003884405,0.00006234251,0.00001803921,0.0001198376,0.00001275393],"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":[0.0000100261,0.00001319244,0.0001078725,0.00007535173,0.000009007122,0.00003986416,0.00003145858,0.9854299,0.0006231752,0.00726469,0.0003807652,0.006014775],"study_design_scores_gemma":[0.00000262681,0.000008137218,0.00004257459,0.00001173309,0.000003894355,0.000008548455,0.00001001069,0.9973807,0.0001696457,0.002028943,0.0003304722,0.000002777056],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01198797,0.0007492134,0.9702615,0.0001670076,0.00004823403,0.0000929238,0.0000925377,0.0001476375,0.01645303],"genre_scores_gemma":[0.8269686,0.002100607,0.1592776,0.0001372869,0.00006038598,0.000636656,0.0002279199,0.0001808026,0.01041005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003495814,"threshold_uncertainty_score":0.01169467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009434195406277513,"score_gpt":0.2518724800869416,"score_spread":0.2424382846806641,"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."}}