{"id":"W3172403079","doi":"10.3390/math9121327","title":"Distributed State Estimation Based Distributed Model Predictive Control","year":2021,"lang":"en","type":"article","venue":"Mathematics","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China; University of Alberta","keywords":"Observer (physics); Control theory (sociology); Bounded function; Computer science; State (computer science); Estimation; State observer; Process (computing); Distributed element model; Noise (video); Control (management); Algorithm; Mathematics; Artificial intelligence; Engineering; Nonlinear system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007061323,0.0008101321,0.001137075,0.0003232244,0.0003933764,0.001171229,0.00135763,0.0008328647,0.00109073],"category_scores_gemma":[0.001621483,0.0003039635,0.0004776102,0.0005850251,0.0007684159,0.0009480806,0.001110972,0.001120047,0.0001925548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006303807,"about_ca_system_score_gemma":0.0008222986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00336096,"about_ca_topic_score_gemma":0.002276027,"domain_scores_codex":[0.9992653,0.0001537545,0.00003027722,0.0002246242,0.0002563931,0.00006977212],"domain_scores_gemma":[0.9992236,0.0003476972,0.00010916,0.00008989559,0.000207332,0.00002231696],"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":[0.00006930404,0.00004093969,0.0003188158,0.0001134436,0.00003867259,0.00008731733,0.00005135212,0.9442526,0.002920448,0.01120127,0.0005897532,0.040316],"study_design_scores_gemma":[0.000006125415,0.00002228116,0.00004970876,0.000002852141,0.000005105457,0.000007749582,0.000002814636,0.9976208,0.0004507095,0.001556935,0.0002722599,0.000002794741],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007964754,0.0003269559,0.989474,0.00009375067,0.00005781752,0.00001745216,0.00002002427,0.0001718031,0.001873506],"genre_scores_gemma":[0.9553375,0.0004002808,0.04120279,0.00007805895,0.00008490837,0.00009574953,0.00008608016,0.00002977343,0.002684949],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00336096,"threshold_uncertainty_score":0.006682813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006777594748106402,"score_gpt":0.206266956276583,"score_spread":0.1994893615284766,"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."}}