{"id":"W7060765166","doi":"","title":"OPTIMAL OPERATION AND PLANNING OF MICROGRIDS CONSIDERING FREQUENCY STABILITY","year":2023,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; SaskPower","keywords":"Microgrid; Islanding; Automatic frequency control; Electric power system; Renewable energy; Frequency regulation; Control theory (sociology); Power system simulation; Scheduling (production processes)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004426254,0.0008386536,0.000937278,0.0004047937,0.0004812266,0.0013569,0.0007470915,0.0006390199,0.002603199],"category_scores_gemma":[0.001333517,0.0006580806,0.0004652938,0.0005128354,0.0005460838,0.0007344773,0.0007722431,0.0008176982,0.0003299888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008865923,"about_ca_system_score_gemma":0.001800469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01572445,"about_ca_topic_score_gemma":0.01478364,"domain_scores_codex":[0.999765,0.00007257444,0.00001096954,0.00005553221,0.00003814584,0.00005775753],"domain_scores_gemma":[0.9997098,0.0001328913,0.00004926168,0.00001236937,0.00005807208,0.00003764388],"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":[0.00003123676,0.00001041319,0.0002298296,0.00002758015,0.000008860608,0.00004200308,0.00002528938,0.9925916,0.0002656961,0.001994822,0.0002837533,0.004488891],"study_design_scores_gemma":[0.000005736954,0.00001497968,0.00007687931,0.000004502695,0.000003906812,0.00000438289,0.00002115821,0.9983026,0.0001127099,0.001225269,0.0002252702,0.00000266547],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2290657,0.001504104,0.7367257,0.0009199295,0.0001482313,0.0003879353,0.000569661,0.0006977556,0.02998098],"genre_scores_gemma":[0.9540948,0.000419032,0.04141334,0.00004340167,0.00001986528,0.0001483712,0.0002163492,0.00004394604,0.003600925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01572445,"threshold_uncertainty_score":0.03126585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428762940865146,"score_gpt":0.2192735196212969,"score_spread":0.2049858902126454,"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."}}