{"id":"W4404103279","doi":"10.1109/sege62220.2024.10739555","title":"Quadratic-Equation Based Volt-Watt Control Rules Design Strategy to Mitigate Overvoltage in Power Grids with High Penetration of Solar Sources","year":2024,"lang":"en","type":"article","venue":"","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Overvoltage; Penetration (warfare); Watt; Volt; Electrical engineering; Quadratic equation; Control theory (sociology); Power (physics); Power control; Engineering; Computer science; Control (management); Voltage; Physics; Mathematics; Operations research","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":[0.0009239726,0.0006096369,0.0005680743,0.0003427784,0.000426641,0.001175485,0.0009554893,0.0005662682,0.002387187],"category_scores_gemma":[0.001950237,0.0002872717,0.0004378181,0.0002866029,0.0004225208,0.0006255193,0.0005426208,0.0009877119,0.0004642748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004989528,"about_ca_system_score_gemma":0.0006223453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002297533,"about_ca_topic_score_gemma":0.002794025,"domain_scores_codex":[0.9992146,0.0001509136,0.00004510415,0.000196927,0.0003195492,0.0000727759],"domain_scores_gemma":[0.9989046,0.0003091392,0.0001645569,0.00008732738,0.0005030005,0.00003139639],"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":[0.0002511278,0.0002672259,0.0008346884,0.0002538356,0.00007192057,0.0002218303,0.0003090364,0.7717851,0.04607201,0.01764389,0.002080516,0.1602088],"study_design_scores_gemma":[0.00002447956,0.0001779969,0.0001898497,0.000007347476,0.00001553771,0.000037018,0.00001209164,0.9927651,0.004127282,0.001540485,0.001094233,0.000008501061],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01395244,0.00009495638,0.980861,0.00007867943,0.00004477289,0.00008788875,0.0000160477,0.00034313,0.004521124],"genre_scores_gemma":[0.9234932,0.00009924069,0.07230418,0.00009864547,0.00004445108,0.0001367827,0.00005030473,0.00006090867,0.003712303],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002387187,"threshold_uncertainty_score":0.00798595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062574601700831,"score_gpt":0.1922310961048787,"score_spread":0.1816053500878704,"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."}}