{"id":"W3147624098","doi":"10.1109/pesgm41954.2020.9281778","title":"A TPFW Solar PV-BSS-DG set Based Microgrid with Power Quality Improvement and Maximum Power Extraction Capability","year":2020,"lang":"en","type":"article","venue":"","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Microgrid; Photovoltaic system; Power factor; Harmonics; AC power; Diesel generator; Maximum power point tracking; Compensation (psychology); Distributed generation; Electrical engineering; Voltage; Engineering; Computer science; Control theory (sociology); Electronic engineering; Automotive engineering; Renewable energy; Inverter; Diesel fuel","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":[0.00004693095,0.0004015371,0.0003095613,0.0001705741,0.0002223981,0.000343307,0.0004990677,0.0001993119,0.002376943],"category_scores_gemma":[0.00007020732,0.0001124268,0.0002465328,0.0002974606,0.0001169991,0.0003069894,0.0003387609,0.0002324506,0.0006124405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001570825,"about_ca_system_score_gemma":0.0001807009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000742429,"about_ca_topic_score_gemma":0.001621608,"domain_scores_codex":[0.9999568,0.000007977152,0.000002713955,0.00001048151,0.00001577578,0.000006274573],"domain_scores_gemma":[0.9999648,0.000003319024,0.000005648144,0.000007804204,0.00001187731,0.000006462272],"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":[0.0006920733,0.0002781543,0.004288415,0.0007753322,0.0001843922,0.002672323,0.0002117112,0.2783965,0.4210162,0.00713668,0.006732218,0.277616],"study_design_scores_gemma":[0.0001429348,0.00218992,0.007953117,0.00005391732,0.0001645354,0.002509963,0.0001695855,0.7950346,0.1633476,0.004744729,0.02362232,0.00006671954],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5435694,0.0005385416,0.4073308,0.0002899148,0.0001201839,0.0002377585,0.0004589151,0.00457089,0.04288355],"genre_scores_gemma":[0.9617646,0.000144027,0.03060206,0.00003291506,0.00001549471,0.00006800927,0.0001888021,0.00003369536,0.007150464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002376943,"threshold_uncertainty_score":0.007951677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01852161216591027,"score_gpt":0.2690967151127358,"score_spread":0.2505751029468256,"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."}}