{"id":"W2287773734","doi":"10.1109/smart.2015.7399214","title":"Real-time simulation of distributed energy systems and microgrids","year":2015,"lang":"en","type":"article","venue":"","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Opal-Rt Technologies (Canada)","funders":"","keywords":"Microgrid; Real-time simulation; Computer science; Converters; Grid; Power (physics); Distributed generation; Distributed computing; Distributed power generation; Work (physics); Distribution (mathematics); Real-time computing; Simulation; 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":[0.0004964704,0.0005137094,0.0005034116,0.0002927852,0.0002965426,0.001100679,0.0008711632,0.0006672982,0.003698658],"category_scores_gemma":[0.001940173,0.0002879841,0.0004364334,0.0004601557,0.0005315482,0.001084831,0.0006416157,0.0006590842,0.0004865543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004916504,"about_ca_system_score_gemma":0.0006672687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004456523,"about_ca_topic_score_gemma":0.003452099,"domain_scores_codex":[0.9996087,0.0001799848,0.00002670774,0.00004606435,0.0001117913,0.00002680192],"domain_scores_gemma":[0.9993457,0.0003858564,0.00005524892,0.00008846823,0.00008407183,0.00004056471],"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":[0.00002772526,0.00001767863,0.0004429679,0.00004568068,0.00001603653,0.00003493859,0.00005335898,0.9809037,0.001033857,0.009815221,0.0004654246,0.007143358],"study_design_scores_gemma":[0.00001286635,0.00001471226,0.0001105918,0.000008034434,0.000005273595,0.00001604719,0.00002436154,0.9893469,0.0007482924,0.005491603,0.004215862,0.000005420022],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06603244,0.0007182173,0.9055552,0.000584279,0.0001935681,0.0001385169,0.0005431885,0.001712345,0.02452218],"genre_scores_gemma":[0.8419129,0.001363933,0.146912,0.0001323441,0.00005609258,0.0002431979,0.0006637517,0.0002475921,0.008468107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004456523,"threshold_uncertainty_score":0.01237321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01098028733927864,"score_gpt":0.2165723908396887,"score_spread":0.2055921035004101,"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."}}