{"id":"W2769124896","doi":"10.1049/iet-gtd.2017.0813","title":"Constraint models of voltage fluctuation limit on OLTC/SVR caused by DG power fluctuation and generator disconnection to assess their impacts on DG penetration limit","year":2017,"lang":"en","type":"article","venue":"IET Generation Transmission & Distribution","topic":"Optimal Power Flow Distribution","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro One (Canada); Carleton University","funders":"Directorate-General for Communications Networks, Content and Technology","keywords":"Limit (mathematics); Control theory (sociology); Voltage; Generator (circuit theory); Constraint (computer-aided design); Penetration (warfare); Disconnection; AC power; Physics; Computer science; Power (physics); Engineering; Mathematics; Electrical engineering; Mathematical analysis; Thermodynamics; Mechanical engineering","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":[0.0008264966,0.0009553527,0.0005652889,0.000532135,0.0003252131,0.001180148,0.0009562557,0.0009824843,0.004605828],"category_scores_gemma":[0.003090448,0.0002976969,0.0006176158,0.0007846417,0.0004668679,0.001172634,0.0005182348,0.0007819125,0.0002949943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034306,"about_ca_system_score_gemma":0.001098674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01470999,"about_ca_topic_score_gemma":0.007288019,"domain_scores_codex":[0.9994729,0.0002124139,0.00002162726,0.00006849429,0.0001338068,0.00009070324],"domain_scores_gemma":[0.9988618,0.0006558186,0.0001509665,0.00005389112,0.0002470711,0.00003044781],"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":[0.00001639916,0.00001107819,0.0002499849,0.00002525108,0.000006029548,0.00007217619,0.00001563938,0.9883757,0.0003598217,0.007768687,0.0003792051,0.00272009],"study_design_scores_gemma":[0.000002799971,0.000009707789,0.0001083757,0.000004976924,0.000002648642,0.00001147586,0.000008767062,0.9976336,0.0001431584,0.001804015,0.0002680076,0.000002548333],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06639916,0.000335175,0.8893231,0.0003739917,0.00005290191,0.0001591479,0.0007778654,0.0002128794,0.04236592],"genre_scores_gemma":[0.958827,0.0003986199,0.03341601,0.00007673358,0.00002132242,0.000239361,0.0004129654,0.00007276326,0.006535068],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01470999,"threshold_uncertainty_score":0.02924871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03687834217585725,"score_gpt":0.2588497619096353,"score_spread":0.2219714197337781,"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."}}