{"id":"W2909461385","doi":"10.1109/epec.2018.8598459","title":"Nonlinear Observer Design for RC Battery Model for Estimating State of Charge & State of Health Based on State-Dependent Riccati Equation","year":2018,"lang":"en","type":"article","venue":"","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Riccati equation; Control theory (sociology); Nonlinear system; Observer (physics); Estimator; Extended Kalman filter; State observer; Computer science; Convergence (economics); Kalman filter; State of charge; State of health; Battery (electricity); Mathematics; Artificial intelligence; Power (physics); Control (management); Differential equation; Physics","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":[0.0004638718,0.0005967481,0.0006874924,0.0002249687,0.0002275522,0.000496879,0.0007526227,0.0006001359,0.001326958],"category_scores_gemma":[0.0009854983,0.0002686885,0.0005206311,0.0002100805,0.0003602976,0.0007344633,0.0004841674,0.0007657763,0.0004217825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004263812,"about_ca_system_score_gemma":0.0006702713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004927081,"about_ca_topic_score_gemma":0.003987376,"domain_scores_codex":[0.9996666,0.00006246036,0.00002951834,0.0001170352,0.00009929563,0.00002508562],"domain_scores_gemma":[0.9996532,0.00009167909,0.00007009331,0.00003499407,0.0001423439,0.000007723397],"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":[0.0002008825,0.00007594652,0.002417026,0.0006642817,0.0001194613,0.0003050517,0.0003748282,0.7798593,0.04968871,0.02136284,0.002483782,0.1424479],"study_design_scores_gemma":[0.0000105529,0.00005409081,0.0002756552,0.000008566885,0.00001500667,0.00003492355,0.00001017201,0.9951539,0.002557219,0.0006801374,0.001190455,0.000009173098],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003826311,0.000138955,0.994445,0.00005115987,0.00003450206,0.00002899995,0.00001914934,0.0001623007,0.001293626],"genre_scores_gemma":[0.8704948,0.0009679249,0.1215909,0.000105317,0.0001027803,0.0003810666,0.0002665304,0.00004442979,0.006046267],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004927081,"threshold_uncertainty_score":0.009796798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1397337748839573,"score_gpt":0.3498157345744267,"score_spread":0.2100819596904694,"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."}}