{"id":"W2013498785","doi":"10.1109/ccece.2014.6900992","title":"Comparative analysis on performances of adjustable-gain single-neuron PID controllers based on general fuzzy logic and normal cloud model","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced Decision-Making Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"PID controller; Control theory (sociology); Fuzzy logic; Overshoot (microwave communication); Computer science; Cloud computing; Universality (dynamical systems); Controller (irrigation); Control engineering; Artificial intelligence; Control (management); Temperature control; 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":[0.001317635,0.0007807866,0.0007456224,0.0007312281,0.0005486884,0.001026511,0.001051983,0.0009482292,0.001270413],"category_scores_gemma":[0.00225279,0.0002216092,0.0006745334,0.0004353313,0.0005932014,0.000827138,0.0004820785,0.0007335725,0.0001877659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009465006,"about_ca_system_score_gemma":0.0006847545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00996659,"about_ca_topic_score_gemma":0.003646035,"domain_scores_codex":[0.9993204,0.0001250052,0.00004631254,0.0001215511,0.0002696233,0.0001171307],"domain_scores_gemma":[0.9989985,0.0004354283,0.0001044312,0.0001270225,0.0002977422,0.00003692298],"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":[0.001282112,0.0001259877,0.002453632,0.0006613067,0.0001653456,0.0001750598,0.0004111837,0.8776994,0.02098144,0.005647293,0.0008129182,0.08958432],"study_design_scores_gemma":[0.00003844838,0.0002595891,0.001239988,0.00001393831,0.00004734742,0.00004460516,0.00006113087,0.9892541,0.007716038,0.0007796405,0.0005209963,0.00002417894],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5490987,0.002908152,0.4203038,0.0003108403,0.0001747535,0.0001488639,0.0001142572,0.001975952,0.02496465],"genre_scores_gemma":[0.9939173,0.0002487732,0.005063556,0.00001419195,0.000004756037,0.00002292979,0.00002851558,0.00001294388,0.0006870312],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00996659,"threshold_uncertainty_score":0.01981711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03403337876682041,"score_gpt":0.2906792060524785,"score_spread":0.2566458272856582,"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."}}