{"id":"W2908678785","doi":"10.1109/epec.2018.8598349","title":"On the Existence of Voltage Collapse in Islanded Microgrid","year":2018,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Khalifa University of Science, Technology and Research; Utah Agricultural Experiment Station","keywords":"Microgrid; Islanding; Voltage; Distributed generation; AC power; Constant (computer programming); Power (physics); Smart grid; Voltage regulation; Computer science; Control theory (sociology); Engineering; Electrical engineering; Renewable energy; Physics; 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":[0.0007375326,0.0002038905,0.0002914809,0.0008938662,0.000438706,0.0006214251,0.0003155756,0.0003571473,0.001079791],"category_scores_gemma":[0.003654443,0.0001303986,0.0002764076,0.0006220269,0.0006799896,0.0006109521,0.0004840516,0.000351513,0.00009717024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000310991,"about_ca_system_score_gemma":0.0001611676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002697016,"about_ca_topic_score_gemma":0.001666401,"domain_scores_codex":[0.9996451,0.0001394936,0.00001821412,0.00004341231,0.0001045195,0.00004927179],"domain_scores_gemma":[0.9979334,0.001218989,0.0003027121,0.0001234624,0.0003490368,0.00007232359],"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":[0.0009872719,0.0001665024,0.1397602,0.0004733469,0.0002450845,0.01104948,0.001268074,0.7250819,0.02143152,0.02965369,0.002016511,0.06786642],"study_design_scores_gemma":[0.00001229922,0.0003622554,0.03863004,0.00008600308,0.00009151069,0.001743644,0.001161313,0.9333394,0.006302642,0.01701078,0.001231151,0.00002894862],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588857,0.0005859071,0.03125294,0.0001650302,0.00001050786,0.00003186036,0.0001564139,0.0001056048,0.008806087],"genre_scores_gemma":[0.9991015,0.00009303089,0.0006442976,0.00000401218,0.000002506077,0.000002876305,0.00003222161,0.000003132784,0.0001164934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002697016,"threshold_uncertainty_score":0.00536257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006310585146915556,"score_gpt":0.1845026861155801,"score_spread":0.1781921009686646,"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."}}