{"id":"W2937408197","doi":"10.5539/mas.v13n5p22","title":"Harmonic Suppression Strategy in Single-phase SPWM Based on Mixed Integer Nonlinear Programming","year":2019,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harmonics; Total harmonic distortion; Harmonic; Control theory (sociology); Inverter; Voltage; Mathematics; Harmonic analysis; Filter (signal processing); Modulation (music); Fourier series; Computer science; Physics; Acoustics; Mathematical analysis","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":[0.0002529409,0.0001960619,0.0001811699,0.0002273834,0.00005850878,0.0001253091,0.0004091023,0.00006953534,0.00006802358],"category_scores_gemma":[0.000005844457,0.0001769325,0.00003607627,0.0003852317,0.0001142533,0.0001755134,0.00004147863,0.0002389727,0.0001200576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001612687,"about_ca_system_score_gemma":0.00006486578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001150438,"about_ca_topic_score_gemma":0.000008848433,"domain_scores_codex":[0.998446,0.000008968238,0.0002169819,0.0004381791,0.0003885402,0.0005013026],"domain_scores_gemma":[0.9994237,0.00002900843,0.00002985874,0.000373151,0.00002157964,0.0001226777],"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":[0.00004128561,0.0001494169,0.0001058098,0.00003603007,0.000001891026,0.00000535687,0.0002410472,0.05885651,0.6503211,0.00004321288,0.00003415152,0.2901642],"study_design_scores_gemma":[0.001017405,0.00006319879,0.000191962,0.00005420728,0.000002024684,5.361246e-7,0.00008028334,0.9185693,0.07955339,0.00004657493,0.0002101887,0.0002109673],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7622185,0.00001656407,0.2307932,0.0000313283,0.0003803413,0.0005776559,0.000005823366,0.0002250284,0.005751565],"genre_scores_gemma":[0.9982697,8.243773e-7,0.001480714,0.000117858,0.00001733288,0.00003745989,0.00000687314,0.00002659892,0.00004263826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8597128,"threshold_uncertainty_score":0.7215098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231826716683382,"score_gpt":0.2461391847772653,"score_spread":0.2238209176104315,"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."}}