{"id":"W2145365342","doi":"10.1109/pes.2005.1489457","title":"Stator fault detection in induction machines using triplen harmonics at motor terminal voltage after switch-off","year":2005,"lang":"en","type":"article","venue":"IEEE Power Engineering Society General Meeting, 2005","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Stator; Harmonics; Induction motor; Voltage; Control theory (sociology); Fault (geology); Engineering; Permeance; Fault detection and isolation; Harmonic analysis; Terminal (telecommunication); Harmonic; Electrical engineering; Computer science; Electronic engineering; Acoustics; Physics; Actuator; Geology; Telecommunications","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005499183,0.0006060078,0.0004396368,0.0002431059,0.0001016988,0.00009034688,0.0002544233,0.000407557,0.0000912911],"category_scores_gemma":[0.00005644732,0.0006845653,0.00031727,0.0003541613,0.00003191041,0.0004694886,0.0000755268,0.0007156422,0.00002384978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001512468,"about_ca_system_score_gemma":0.00002612401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001231665,"about_ca_topic_score_gemma":0.0002348382,"domain_scores_codex":[0.997461,0.00003901895,0.0006889331,0.0005210091,0.0003967087,0.0008933528],"domain_scores_gemma":[0.9991928,0.00005228338,0.0001096484,0.0003886129,0.00005674612,0.0001999487],"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":[0.00002407418,0.00006484993,0.001618806,0.0001208846,0.00007131704,0.00001369737,0.0007535668,0.3858083,0.6028606,0.000001614745,0.002819499,0.005842832],"study_design_scores_gemma":[0.0004765227,0.0000361954,0.002414082,0.0001155883,0.00003323428,0.00003862987,0.00001694106,0.7896019,0.1856755,0.000003066371,0.02091808,0.0006701744],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772879,0.001552067,0.01805514,0.0000453969,0.001169775,0.0004679422,0.00004901832,0.001311978,0.00006078631],"genre_scores_gemma":[0.9611475,0.0003767663,0.03659547,0.0001168901,0.001050461,0.0002374924,0.0000141988,0.000222291,0.0002388909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4171851,"threshold_uncertainty_score":0.9995605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006982017687042659,"score_gpt":0.2428453893560209,"score_spread":0.2358633716689783,"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."}}