{"id":"W2745369469","doi":"10.1109/compel.2017.8013416","title":"Accurate and fast power sharing among inverters in AC microgrids with constant power loads","year":2017,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Voltage droop; Microgrid; Control theory (sociology); Controller (irrigation); Constant (computer programming); Power (physics); Electrical impedance; Computer science; AC power; Stability (learning theory); Constant current; Control engineering; Engineering; Control (management); Electrical engineering; Voltage regulator; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007519903,0.0001527484,0.0001635527,0.00007238833,0.0000853963,0.0002707076,0.0001622744,0.00006392784,0.0001054052],"category_scores_gemma":[0.000007515746,0.0001232559,0.00001877207,0.00004267281,0.00009241722,0.0004357734,0.00006354802,0.0001199351,0.000008263212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002743157,"about_ca_system_score_gemma":0.000007919057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009320358,"about_ca_topic_score_gemma":0.0004534276,"domain_scores_codex":[0.9993521,0.000004645029,0.0001519972,0.0001894683,0.00006297847,0.0002388262],"domain_scores_gemma":[0.9995837,0.000008768434,0.000037448,0.0002759433,0.00002349943,0.00007063583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002099234,0.00008607073,0.9015114,0.0001317394,0.0003273859,0.0002121975,0.003683916,0.04573283,0.02306662,0.001168024,0.001435255,0.02243464],"study_design_scores_gemma":[0.004647125,0.00012334,0.3414157,0.0002980093,0.00003763551,0.00003909213,0.0007969419,0.6464856,0.003806071,0.00008520779,0.001270623,0.0009946144],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729663,0.0003606977,0.007101481,0.0001342116,0.0001621204,0.0002109281,0.000006046564,0.0001441817,0.01891411],"genre_scores_gemma":[0.9990916,0.0001288482,0.0005432059,0.00006294876,0.00001052598,0.000007989189,0.000003052436,0.00002316273,0.0001287224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6007528,"threshold_uncertainty_score":0.502623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004584942099229434,"score_gpt":0.1846883618541565,"score_spread":0.180103419754927,"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."}}