{"id":"W2972975576","doi":"10.23919/acc.2019.8815059","title":"Actuator fault detection and estimation for linear hyperbolic PDEs with Fredholm integrals","year":2019,"lang":"en","type":"article","venue":"","topic":"Stability and Controllability of Differential Equations","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Actuator; Control theory (sociology); Observer (physics); Fault detection and isolation; Fault (geology); Linear system; Computer science; Mathematics; Hyperbolic partial differential equation; State observer; Partial differential equation; Nonlinear system; Mathematical analysis; Artificial intelligence; Control (management)","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":[0.0005709115,0.0004596254,0.0006169915,0.0003395966,0.000251773,0.0006416112,0.0004176829,0.0008742291,0.0003813268],"category_scores_gemma":[0.001785005,0.0002316109,0.0004288911,0.0002193791,0.0006431083,0.0007184466,0.0006290022,0.0006618479,0.00005086746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004201202,"about_ca_system_score_gemma":0.0005450769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002971708,"about_ca_topic_score_gemma":0.001213183,"domain_scores_codex":[0.9997575,0.00004427013,0.00001708124,0.00008215587,0.00007637487,0.00002263062],"domain_scores_gemma":[0.9993752,0.0004106758,0.00009346611,0.00002603919,0.00007852327,0.00001615448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00019707,0.00008696291,0.004572827,0.0004631078,0.00009125428,0.0006111118,0.0005555887,0.7919334,0.04052249,0.03905518,0.0006384087,0.1212725],"study_design_scores_gemma":[0.000004135993,0.00001804413,0.0002662542,0.000003807995,0.000004946261,0.00003664505,0.00001665561,0.9952774,0.001948782,0.002229677,0.0001884352,0.000005237961],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03339602,0.0002937912,0.9653429,0.00009206359,0.00001724799,0.00001585706,0.00001374144,0.00006610381,0.0007622626],"genre_scores_gemma":[0.9478228,0.000394198,0.0493777,0.00003796328,0.00002891104,0.00004294663,0.00004871468,0.00001154848,0.002235308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002971708,"threshold_uncertainty_score":0.005908847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006736775748907334,"score_gpt":0.2053269915430934,"score_spread":0.1985902157941861,"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."}}