{"id":"W4391495749","doi":"10.1109/etfg55873.2023.10408437","title":"Non-linear Hydromechanical and Electrical Coupled Model of 1400MW Hydropower Plant for Governor Tuning Application","year":2023,"lang":"en","type":"article","venue":"","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Control theory (sociology); Governor; Penstock; Time domain; Phase portrait; Turbine; Nonlinear system; Controller (irrigation); Frequency domain; Computer science; Hopf bifurcation; Hydropower; Control engineering; Engineering; Bifurcation; Control (management); Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002053572,0.00008973377,0.0001826896,0.00005269319,0.00002844718,0.0000075169,0.00006635873,0.00007748095,0.000008401486],"category_scores_gemma":[0.00002798563,0.00008351485,0.00003803349,0.0001932837,0.00001155264,0.00004908573,0.00001998259,0.00005387509,0.000008576056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003422278,"about_ca_system_score_gemma":0.0000130884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008792542,"about_ca_topic_score_gemma":0.000007806136,"domain_scores_codex":[0.9993163,0.000005054912,0.000245646,0.0001548457,0.0001156626,0.0001625267],"domain_scores_gemma":[0.9996558,0.00007272199,0.00002575544,0.0001489566,0.00003211771,0.00006462143],"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":[0.0000556349,0.00004789203,0.0003475689,0.0002307506,0.00004610787,5.151955e-7,0.000195684,0.9307725,0.06141047,0.005083623,0.001527206,0.000282053],"study_design_scores_gemma":[0.0003429842,0.00002748852,0.00004576277,0.000005471721,0.000007610316,0.000001251063,0.00001368816,0.9973037,0.001747541,0.0001505162,0.0002597839,0.00009415153],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09174439,0.00001205044,0.9068806,0.0000321996,0.00004521191,0.0003417874,0.00003827605,0.0002397503,0.0006657626],"genre_scores_gemma":[0.9956033,0.00002199848,0.004010844,0.00001318835,0.000009634233,0.00006035137,0.00005214974,0.00002028926,0.0002082445],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9038589,"threshold_uncertainty_score":0.3405637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01465544723650193,"score_gpt":0.2333827303498616,"score_spread":0.2187272831133596,"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."}}