{"id":"W4206269949","doi":"10.1109/tim.2022.3144235","title":"Open-Circuit Fault Detection and Isolation Method for Five-Level PUC Inverter Based on the Wavelet Packet Transform of the Radiated Magnetic Field","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Instrumentation and Measurement","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Fault detection and isolation; Inverter; Topology (electrical circuits); Electronic engineering; Computer science; Control theory (sociology); Fault (geology); Wavelet packet decomposition; Wavelet transform; Engineering; Wavelet; Electrical engineering; Voltage; Control (management); Actuator; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003539129,0.0001275659,0.0001132791,0.00008134739,0.0003647871,0.00004340548,0.0001184338,0.00003798101,0.0001512726],"category_scores_gemma":[0.000003731065,0.00009569684,0.0000603798,0.0001259074,0.00002179426,0.00009203375,0.000001652903,0.0001544723,4.621041e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000133009,"about_ca_system_score_gemma":0.00002518511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001303111,"about_ca_topic_score_gemma":0.0002257728,"domain_scores_codex":[0.9991233,0.00009826181,0.0002176792,0.0001588638,0.0002857299,0.0001161964],"domain_scores_gemma":[0.9996567,0.00008072731,0.00004408406,0.000140703,0.00004076223,0.00003698269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002236198,0.00008337222,0.00001384032,0.00007227855,0.00007413822,9.110819e-8,0.001755591,0.01225444,0.03300856,0.00007093845,0.0002709582,0.9521722],"study_design_scores_gemma":[0.001811083,0.0004002161,0.0006198569,0.0000263694,0.0000667958,0.000002122844,0.0008359476,0.8803713,0.1151518,0.0001241287,0.0004726507,0.0001178233],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02041547,0.00001133126,0.9762392,0.001076249,0.0005508451,0.001305495,0.000108965,0.00002654045,0.0002658889],"genre_scores_gemma":[0.9978221,0.0000158484,0.0003300369,0.001242374,0.000005986797,0.0005139593,0.000003345599,0.00001537937,0.00005093751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9774067,"threshold_uncertainty_score":0.3902404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05269828621914308,"score_gpt":0.2426960244141064,"score_spread":0.1899977381949633,"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."}}