{"id":"W2099236707","doi":"10.1109/tpwrd.2010.2086499","title":"Massively Parallel Implementation of AC Machine Models for FPGA-Based Real-Time Simulation of Electromagnetic Transients","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Field-programmable gate array; Real-time simulation; Computer science; Massively parallel; Stator; Co-simulation; Gate array; Computation; Virtual finite-state machine; Interface (matter); Electric machine; Simulation; Embedded system; Engineering; Parallel computing; Virtual machine; Electrical engineering; Algorithm","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":[0.0001286615,0.0001932503,0.0002946504,0.000249199,0.00005639861,0.00001434477,0.0001066365,0.0001232638,0.0003332225],"category_scores_gemma":[0.00000145313,0.0002052749,0.0002114529,0.0001716537,0.00002774481,0.0002373262,2.798737e-7,0.0001283103,0.000008411515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003829654,"about_ca_system_score_gemma":0.0000441693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001260846,"about_ca_topic_score_gemma":0.00007902116,"domain_scores_codex":[0.998759,0.0000347826,0.00055282,0.0001891332,0.0002459764,0.0002182322],"domain_scores_gemma":[0.9992143,0.0001796856,0.0001153966,0.00023961,0.0001819727,0.00006902219],"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":[0.0001611682,0.0000667284,0.000003225015,0.00004753626,0.00006026068,2.059687e-7,0.0001365953,0.737721,0.2581099,0.00001680736,0.00001628007,0.003660326],"study_design_scores_gemma":[0.002492463,0.0003255025,0.0002471301,0.00001880352,0.00008582617,5.995381e-7,0.00003024044,0.9325601,0.06395988,0.00007284318,0.00004004992,0.0001664994],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3629006,0.00001194769,0.6356671,0.00001597288,0.0002166295,0.000599539,0.000190341,0.0000921838,0.0003057198],"genre_scores_gemma":[0.9980114,0.00001351779,0.001720722,0.00001359297,0.0000120999,0.0000776368,0.00003583263,0.00004526101,0.00006995232],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6351108,"threshold_uncertainty_score":0.8370867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00871157815208222,"score_gpt":0.2409227711116286,"score_spread":0.2322111929595464,"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."}}