{"id":"W2104242911","doi":"10.1109/ccece.2000.849767","title":"Energy-flow direction control of grid-connected IGBT inverters for wind energy extraction","year":2002,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Inverter; Wind power; Grid-tie inverter; Insulated-gate bipolar transistor; Rectifier (neural networks); Voltage; Grid; Turbine; Computer science; Electrical engineering; Engineering; Generator (circuit theory); Control theory (sociology); Maximum power point tracking; Power (physics); Control (management); Physics; Mechanical engineering; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00006631634,0.0002178313,0.0001283906,0.0001187391,0.0001440391,0.0002616387,0.0003419119,0.0001298082,0.001499344],"category_scores_gemma":[0.0001012045,0.00006991836,0.000100301,0.0001322915,0.0001429532,0.0002606855,0.00005619097,0.0001778223,0.0002137294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001803319,"about_ca_system_score_gemma":0.00008121439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004312749,"about_ca_topic_score_gemma":0.001325293,"domain_scores_codex":[0.9999605,0.000005092097,0.000003056635,0.000008092023,0.00001884059,0.000004304762],"domain_scores_gemma":[0.9999595,0.000009368174,0.000009226313,0.000004096714,0.00001495831,0.000003010495],"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":[0.0006235936,0.0002874532,0.001595929,0.0004136518,0.00004701522,0.0002859434,0.0002110937,0.0675586,0.61398,0.02056566,0.002421987,0.2920091],"study_design_scores_gemma":[0.0003737831,0.001166116,0.003182564,0.00004401317,0.00006675557,0.0002516299,0.00004217068,0.7508968,0.218054,0.008185497,0.0177123,0.00002431211],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2648579,0.0003322049,0.7172939,0.0001179698,0.0001643172,0.00009043908,0.0001285477,0.001297308,0.01571753],"genre_scores_gemma":[0.9767185,0.0001073561,0.02149906,0.00001879076,0.00001881429,0.00002419859,0.00004337329,0.00001741311,0.001552264],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001499344,"threshold_uncertainty_score":0.00501585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005548730951698531,"score_gpt":0.1647895543867866,"score_spread":0.1592408234350881,"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."}}