{"id":"W4289532308","doi":"10.18280/ejee.240305","title":"A Photovoltaic System Controlled by the Particle Swarm Optimization Algorithm Supplied a Shunt Active Power Filter","year":2022,"lang":"en","type":"article","venue":"European Journal of Electrical Engineering","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harmonics; Photovoltaic system; Total harmonic distortion; Overheating (electricity); Particle swarm optimization; Power factor; Control theory (sociology); Maximum power point tracking; Electronic engineering; Inverter; Computer science; AC power; Robustness (evolution); Engineering; Electrical engineering; Voltage; Algorithm","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001329761,0.0002244296,0.0004472029,0.0001417059,0.0002037889,0.00008006828,0.0004725257,0.00002623765,0.0001859128],"category_scores_gemma":[0.0002111119,0.0001696582,0.0002137984,0.0006129614,0.00001653874,0.0001490291,0.00009917984,0.0005537828,0.000008014385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004916373,"about_ca_system_score_gemma":0.00005072081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001801397,"about_ca_topic_score_gemma":1.370102e-7,"domain_scores_codex":[0.9973739,0.0006541304,0.0008441114,0.0001908941,0.0005856433,0.0003512841],"domain_scores_gemma":[0.998702,0.0002564879,0.000492934,0.0002355526,0.0001698035,0.0001432289],"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":[0.0003244489,0.00009243931,0.000002869039,0.000006283683,0.0001930833,0.0001219037,0.0002658065,0.945998,0.04900152,0.0003045943,0.002320322,0.001368693],"study_design_scores_gemma":[0.003195375,0.0005145358,0.00001618195,0.00002610555,0.00006645484,0.0004901274,0.0001963036,0.941573,0.04554911,0.00000255286,0.008150985,0.0002192207],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01637437,0.0006759164,0.9781508,0.0001150885,0.0004523913,0.0006960213,0.00002079816,0.0003691071,0.003145512],"genre_scores_gemma":[0.9918305,0.00001209294,0.007578089,0.0001369808,0.0001186373,0.0000628034,0.000007377307,0.00009205195,0.0001615157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9754561,"threshold_uncertainty_score":0.6918462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004971570678531703,"score_gpt":0.1827765684519504,"score_spread":0.1778049977734187,"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."}}