{"id":"W7026519694","doi":"","title":"Analysis of the Performance of Droop Controlled Inverters in Various Conditions","year":2013,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Concordia University","keywords":"Voltage droop; Power (physics); Control theory (sociology); Synchronism; Power inverter; Ferroresonance in electricity networks","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000231574,0.0001855862,0.0006947615,0.002237735,0.0001376022,0.00002709051,0.0005417409,0.0002328281,0.00007670333],"category_scores_gemma":[0.00002977715,0.0001715175,0.0003539203,0.002933379,0.0001471398,0.0001700322,0.00004198348,0.0005740782,0.000003360597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003354861,"about_ca_system_score_gemma":0.0002758114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005155593,"about_ca_topic_score_gemma":0.01335887,"domain_scores_codex":[0.9983767,0.0002416971,0.0004083408,0.0002373515,0.000409866,0.0003260657],"domain_scores_gemma":[0.9988585,0.0001685508,0.0001926058,0.0004463369,0.0002621037,0.00007188295],"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":[0.002129695,0.0004016234,0.3628532,0.001589076,0.01205674,0.0001038134,0.003614116,0.4826754,0.1300156,0.001999275,0.0009881594,0.001573379],"study_design_scores_gemma":[0.002985188,0.0001476006,0.435138,0.0002270513,0.001253863,0.000001509751,0.001149741,0.533658,0.02477812,0.00003003397,0.0002976367,0.0003332867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783601,0.0002467103,0.00002068563,0.00001478865,0.0003540076,0.0006456588,0.00002249488,0.00003119578,0.02030441],"genre_scores_gemma":[0.9941803,0.0004752225,0.000004748797,0.000001362074,0.00002552881,0.000009552066,0.0001079138,0.00002174126,0.005173643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1052374,"threshold_uncertainty_score":0.7793749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00782611384126086,"score_gpt":0.219984331941498,"score_spread":0.2121582181002371,"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."}}