{"id":"W1725531247","doi":"10.1109/icece.2008.4769195","title":"Diagnostic and Protection of Inverter Faults in IPM Motor Drives Using Wavelet Transform","year":2008,"lang":"en","type":"article","venue":"","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Inverter; Wavelet; Wavelet packet decomposition; Computer science; Wavelet transform; Induction motor; Reliability (semiconductor); Electronic engineering; Engineering; Voltage; Artificial intelligence; Power (physics); Electrical engineering","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":[0.00004813688,0.0001106946,0.0001588,0.0001598997,0.00001896611,0.000003491177,0.00004717362,0.0000725044,0.00002315502],"category_scores_gemma":[0.00005433059,0.000103169,0.00002539986,0.0001218337,0.00003600519,0.0001587099,0.000009582206,0.000106857,0.000001044931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003797033,"about_ca_system_score_gemma":0.000004781591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005793005,"about_ca_topic_score_gemma":0.0001831903,"domain_scores_codex":[0.9994639,0.00001212065,0.0002045911,0.000107622,0.00008240881,0.0001293767],"domain_scores_gemma":[0.9997815,0.00006691486,0.00001473783,0.00009052805,0.00001393392,0.00003240937],"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":[0.00007608583,0.0006008897,0.2189843,0.002138911,0.0001424204,0.0001264324,0.01140959,0.004672955,0.631039,0.0004259321,0.001308761,0.1290748],"study_design_scores_gemma":[0.000669108,0.0001446698,0.2282756,0.0002147408,0.00001163975,0.00005626514,0.00004818337,0.4375067,0.3320889,0.0004222989,0.0002342977,0.0003276834],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870511,0.00008092795,0.01131978,0.00002666663,0.00002798472,0.0005043208,0.000004568221,0.0002098458,0.0007747774],"genre_scores_gemma":[0.9957048,0.000320563,0.003838743,0.00001591314,0.00001535898,0.00007312099,0.000001313726,0.00001958693,0.00001064218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4328338,"threshold_uncertainty_score":0.4207108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162621683488848,"score_gpt":0.2351056339756071,"score_spread":0.2188434656267223,"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."}}