{"id":"W7027681525","doi":"","title":"Design and simulation of unified power flow controller with grid storage","year":2021,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Thermal Analysis in Power Transmission","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Manitoba Hydro","keywords":"Unified power flow controller; Grid; Electric power system; Transmission system; Controller (irrigation); Energy storage; Control theory (sociology); Voltage; Transmission (telecommunications); Flexible AC transmission system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0000880923,0.0001851436,0.0004105078,0.0001785,0.00005801645,0.000009136832,0.0001266997,0.000192461,0.00003943588],"category_scores_gemma":[0.000005191169,0.0002099821,0.0000803738,0.0001858376,0.00003663648,0.0001200729,0.00001092636,0.0001714169,0.000002398016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004633642,"about_ca_system_score_gemma":0.00002752988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008605389,"about_ca_topic_score_gemma":0.00647345,"domain_scores_codex":[0.9993062,0.00005877427,0.0001015607,0.0001850786,0.0002328178,0.0001155686],"domain_scores_gemma":[0.9994269,0.00008046551,0.0001145131,0.000167585,0.0001585891,0.00005196162],"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":[0.0004621017,0.00002957809,0.0002100488,0.0003248254,0.0004137874,0.00003062017,0.001149102,0.9893115,0.007138923,0.00001195469,0.0001649038,0.0007526376],"study_design_scores_gemma":[0.002555388,0.0002214777,0.0422642,0.0007966004,0.00104269,0.000002332593,0.02128345,0.9260907,0.003690518,0.00002877014,0.00139129,0.0006325992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.787761,0.00078341,0.2092807,0.00002842686,0.0002119496,0.0003007962,0.00002477002,0.00008565011,0.001523289],"genre_scores_gemma":[0.9948963,0.0001226566,0.004226245,0.00000196222,0.00001204633,1.838556e-7,0.0001386386,0.00003161671,0.0005703788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2071353,"threshold_uncertainty_score":0.8562821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007328730374925286,"score_gpt":0.1789099872809298,"score_spread":0.1715812569060045,"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."}}