{"id":"W2783223033","doi":"10.37798/2015641-4157","title":"Phase shifting autotransformer, transmission switching and battery energy storage systems to ensure n-1 criterion of stability","year":2022,"lang":"en","type":"article","venue":"Journal of Energy - Energija","topic":"Optimal Power Flow Distribution","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Independent Electricity System Operator","funders":"","keywords":"Autotransformer; Dispatchable generation; Electric power system; Transmission system; Energy storage; Battery (electricity); Computer science; Transmission (telecommunications); Energy management system; Renewable energy; Software; Electric power transmission; Power (physics); Automotive engineering; Engineering; Electrical engineering; Energy (signal processing); Energy management; Voltage; Distributed generation; Transformer","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":[0.0003199668,0.0003146902,0.0002531472,0.0002673217,0.0002301705,0.0005356485,0.0003673631,0.0002057767,0.002591678],"category_scores_gemma":[0.0006906106,0.0001160583,0.0002281281,0.0004669088,0.0002860659,0.0005508665,0.0001880422,0.0002930651,0.0002609932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003939585,"about_ca_system_score_gemma":0.0005393717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001529153,"about_ca_topic_score_gemma":0.002547955,"domain_scores_codex":[0.9997924,0.00005996731,0.00001367182,0.00003044103,0.00009359087,0.000009981225],"domain_scores_gemma":[0.9997206,0.0001245237,0.00005593406,0.00002934884,0.00006254145,0.000006960027],"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":[0.0002006736,0.0001093334,0.002282392,0.0005937945,0.00007972676,0.0002283627,0.0001982824,0.5620264,0.0523168,0.07736418,0.002028563,0.3025714],"study_design_scores_gemma":[0.00004337713,0.0002379916,0.00149433,0.00004354786,0.00003392902,0.0003192972,0.0000479372,0.9426607,0.02251753,0.02203793,0.01054481,0.00001843447],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07770382,0.001188266,0.9063337,0.0001190225,0.00004770134,0.0001032316,0.00007747537,0.0004372871,0.01398948],"genre_scores_gemma":[0.8939351,0.0006895863,0.1013095,0.00002875675,0.00002738323,0.00006864464,0.00006059994,0.00004579745,0.00383465],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002591678,"threshold_uncertainty_score":0.008669972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009438585863536453,"score_gpt":0.2225160497912466,"score_spread":0.2130774639277101,"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."}}