{"id":"W2009867197","doi":"10.1109/tsg.2014.2354651","title":"Critic-Based Self-Tuning PI Structure for Active and Reactive Power Control of VSCs in Microgrid Systems","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Smart Grid","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Microgrid; Control theory (sociology); PID controller; Controller (irrigation); Computer science; Control engineering; Converters; Convergence (economics); Engineering; Voltage; Control (management); Temperature control","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":[0.0006785344,0.0006901767,0.0005056881,0.0003243184,0.0003092587,0.0007283585,0.0008152977,0.0005324729,0.0009022928],"category_scores_gemma":[0.001370633,0.0002828074,0.0003024689,0.0002108449,0.0005330876,0.0004000373,0.000384685,0.000854388,0.000205035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000486576,"about_ca_system_score_gemma":0.0006490935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002886703,"about_ca_topic_score_gemma":0.002647106,"domain_scores_codex":[0.9997429,0.00006474677,0.00001408244,0.00005136702,0.0001040234,0.00002289231],"domain_scores_gemma":[0.9995907,0.0001501352,0.00006190543,0.00003209988,0.0001497384,0.00001536156],"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":[0.00007751196,0.00003728898,0.0004037093,0.00009236279,0.00004465759,0.00007292937,0.00007547675,0.926695,0.008949301,0.005681268,0.0006868689,0.05718363],"study_design_scores_gemma":[0.000007424106,0.00003287938,0.00007311484,0.000003716128,0.000004857286,0.00001207095,0.00000232603,0.9982738,0.0008627478,0.000446413,0.0002769887,0.00000369415],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02435844,0.0003028791,0.9698925,0.00009630019,0.00007626848,0.00005736959,0.00001308322,0.0005475762,0.004655514],"genre_scores_gemma":[0.9611747,0.0001461684,0.03637749,0.00005491282,0.0000316703,0.00007969983,0.00002899365,0.00003656225,0.002069769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002886703,"threshold_uncertainty_score":0.005739808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003456379285379757,"score_gpt":0.1824519888933111,"score_spread":0.1789956096079314,"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."}}