{"id":"W1682109001","doi":"10.1109/icpst.2000.897122","title":"Induction motor mechanical fault simulation and stator current signature analysis","year":2002,"lang":"en","type":"article","venue":"","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Stator; Signature (topology); Induction motor; Fault (geology); Rotor (electric); Waveform; Control theory (sociology); Feature (linguistics); Computer science; Wavelet; Current (fluid); Symmetrical components; Engineering; Mathematics; Artificial intelligence; Voltage; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002013552,0.0003597764,0.0003023677,0.0003694051,0.0001585845,0.0001949795,0.0005194152,0.0006627938,0.001951095],"category_scores_gemma":[0.0007606721,0.0001270551,0.000249554,0.0002349194,0.0002176394,0.000306451,0.0001896489,0.0003394914,0.0002650715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003378995,"about_ca_system_score_gemma":0.0002153527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003120152,"about_ca_topic_score_gemma":0.002055607,"domain_scores_codex":[0.9998879,0.00002748383,0.000006882999,0.00001086028,0.00004872413,0.00001805159],"domain_scores_gemma":[0.9996641,0.0001634658,0.00002837737,0.00005139982,0.00007320627,0.00001948927],"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":[0.0002274139,0.00009856639,0.002643174,0.00008839118,0.0000223378,0.0003980812,0.00009146755,0.9642528,0.01605316,0.002611088,0.0007561937,0.01275722],"study_design_scores_gemma":[0.00001781613,0.00008617301,0.0008806961,0.000003448942,0.000004367928,0.00003218168,0.00001662252,0.9929972,0.004949233,0.0003504726,0.0006580838,0.000003712327],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9037627,0.0001244511,0.0852316,0.0002021218,0.00005479271,0.00009299626,0.0007173383,0.001340078,0.008473869],"genre_scores_gemma":[0.9906494,0.00003906756,0.007699561,0.000009228474,0.000002320001,0.00003869694,0.0002684274,0.00002416234,0.001269143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003120152,"threshold_uncertainty_score":0.006527066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01795235926412041,"score_gpt":0.2949933768088833,"score_spread":0.2770410175447628,"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."}}