{"id":"W3148841045","doi":"10.1002/9781119710905.ch12","title":"Power Quality Enhancement and Grid Support Using Solar Energy Conversion System","year":2021,"lang":"en","type":"other","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Harmonics; AC power; Photovoltaic system; Power factor; Electronic engineering; Electric power system; Converters; Computer science; Engineering; Electrical engineering; Power (physics); Automotive engineering; Voltage; Physics","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":[0.00007002986,0.000262498,0.0002372875,0.0001898948,0.0001489051,0.0005215799,0.0001658847,0.000129756,0.003623179],"category_scores_gemma":[0.0001183957,0.00005226238,0.0001553426,0.0003446136,0.00008795861,0.0001920758,0.0001789561,0.0001526671,0.0003937143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001704833,"about_ca_system_score_gemma":0.0001490737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001591896,"about_ca_topic_score_gemma":0.002018396,"domain_scores_codex":[0.9999466,0.00001058569,0.000002779009,0.000007978424,0.00002513677,0.000006946943],"domain_scores_gemma":[0.9999574,0.000009430347,0.00001099698,0.00000601383,0.00001339414,0.00000277244],"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":[0.0007740188,0.0003910644,0.01016105,0.0009483403,0.0001018678,0.0011428,0.0001744878,0.4358287,0.2064231,0.006122885,0.008124075,0.3298075],"study_design_scores_gemma":[0.0001164589,0.000777257,0.01276211,0.00006567832,0.00009026293,0.0004709332,0.000152955,0.8862294,0.08305435,0.002756923,0.01350243,0.00002130994],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6932027,0.001069113,0.1809304,0.000373242,0.0001092965,0.0001989855,0.0006008676,0.004360411,0.119155],"genre_scores_gemma":[0.9947462,0.000122623,0.002919343,0.00001076093,0.000004406241,0.000007978671,0.00006964204,0.00002042608,0.002098706],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003623179,"threshold_uncertainty_score":0.01212078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007672525403412388,"score_gpt":0.2066996440057946,"score_spread":0.1990271186023822,"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."}}