{"id":"W2131041867","doi":"10.1016/j.jprocont.2008.10.002","title":"Decentralized robust control of a class of nonlinear systems and application to a boiler system","year":2008,"lang":"en","type":"article","venue":"Journal of Process Control","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Nonlinear system; Boiler (water heating); Control engineering; Decentralised system; Optimization problem; Engineering; Computer science; Mathematical optimization; Mathematics; Control (management)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005799144,0.0001888997,0.001050017,0.0001841433,0.00003998272,0.00001690136,0.0002314443,0.0001212248,0.000002241879],"category_scores_gemma":[0.0001241589,0.0001565984,0.0001463114,0.0002162804,0.00006097497,0.00017057,0.000005950315,0.0001594169,0.000001474189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009473024,"about_ca_system_score_gemma":0.0001028763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000336153,"about_ca_topic_score_gemma":0.000006133082,"domain_scores_codex":[0.9977975,0.0000875836,0.001293163,0.000134602,0.0004531852,0.000233977],"domain_scores_gemma":[0.9979245,0.0002197124,0.0006221227,0.000199404,0.0008493898,0.000184886],"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":[0.002389588,0.0002032608,0.01613017,0.005117507,0.000984797,0.00003042963,0.001956037,0.9239476,0.04656395,0.0006963471,0.000161702,0.001818668],"study_design_scores_gemma":[0.01524899,0.0005417915,0.002654164,0.001002412,0.000346176,0.0005159366,0.001825437,0.9739899,0.001665671,0.00001523673,0.00187053,0.0003237528],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5409132,0.007885904,0.4491453,0.0001428776,0.0003860363,0.001211687,0.00007281197,0.00005462715,0.0001876648],"genre_scores_gemma":[0.9994115,0.00005305893,0.0002342058,0.00002262684,0.0001912103,0.00005618318,6.24537e-7,0.00002475051,0.00000588551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4584983,"threshold_uncertainty_score":0.6385899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008805454343797883,"score_gpt":0.2141697037895492,"score_spread":0.2053642494457513,"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."}}