{"id":"W3126498718","doi":"10.1109/epec48502.2020.9320018","title":"Mitigating Islanded Mode Small Scale Synchronous Generator Mechanical Oscillations Caused by Electrical Arc Furnace","year":2020,"lang":"en","type":"article","venue":"2020 IEEE Electric Power and Energy Conference (EPEC)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Electric arc furnace; Generator (circuit theory); Mode (computer interface); Scale (ratio); Electric arc; Arc (geometry); Permanent magnet synchronous generator; Electrical engineering; Automotive engineering; Materials science; Computer science; Mechanical engineering; Power (physics); Engineering; Voltage; Electrode; Metallurgy; Physics","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":[0.0001909804,0.0004217132,0.0002649482,0.0002408724,0.0001394118,0.0002020624,0.0003095837,0.0002383023,0.000567223],"category_scores_gemma":[0.0006272592,0.00009974276,0.0001435496,0.0001221792,0.0001487134,0.0002698031,0.0002722564,0.0002454778,0.0001113679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138652,"about_ca_system_score_gemma":0.0001289585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006133339,"about_ca_topic_score_gemma":0.001162408,"domain_scores_codex":[0.9999043,0.00002512741,0.000005540644,0.00001714459,0.00003831571,0.000009692812],"domain_scores_gemma":[0.9997281,0.000111798,0.00005293447,0.00003459705,0.0000614694,0.00001101735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006444806,0.000152648,0.01038222,0.000520846,0.00007926128,0.0007947413,0.0004546157,0.2388292,0.436631,0.002486489,0.001655916,0.3073686],"study_design_scores_gemma":[0.0000339956,0.000756624,0.01189302,0.00003376838,0.00007454739,0.0003533397,0.0001729214,0.8933105,0.08832474,0.001122352,0.003902657,0.00002156704],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3892052,0.0003995037,0.6045985,0.000103555,0.00005671719,0.00006869551,0.00004160118,0.001002652,0.004523763],"genre_scores_gemma":[0.9911335,0.0000477854,0.008478506,0.000008017816,0.000006424623,0.000007796648,0.00001094851,0.00001006262,0.0002970369],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0006133339,"threshold_uncertainty_score":0.001897573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009167155081961266,"score_gpt":0.1951978511777242,"score_spread":0.186030696095763,"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."}}