{"id":"W1977460520","doi":"10.1002/aic.14154","title":"Optimal operation of process plants under partial shutdown conditions","year":2013,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Shutdown; Downtime; Shut down; Process (computing); Production (economics); Optimal control; Mathematical optimization; Transient (computer programming); Control (management); Reliability engineering; Computer science; Engineering; Control theory (sociology); Control engineering; Process engineering; Mathematics","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":[0.0005213863,0.0006866359,0.0006768058,0.0003135602,0.0003729675,0.0009422271,0.0003896464,0.0005375071,0.001005639],"category_scores_gemma":[0.001902762,0.0004460651,0.0003487643,0.0001931612,0.0007338249,0.0006974181,0.0007890452,0.0004877611,0.0001088838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004768287,"about_ca_system_score_gemma":0.0008583284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001912134,"about_ca_topic_score_gemma":0.001340047,"domain_scores_codex":[0.9997116,0.00008538875,0.00001279299,0.00005122199,0.00006553005,0.0000735509],"domain_scores_gemma":[0.9995583,0.0002012214,0.00008716646,0.00004244104,0.00007209536,0.00003878519],"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":[0.0001629231,0.00001893974,0.0004428454,0.00006479649,0.00001891743,0.000117991,0.00006974638,0.9691042,0.01436407,0.005838515,0.0002528436,0.009544144],"study_design_scores_gemma":[0.00001896218,0.00009692535,0.0003162212,0.000006139409,0.000009285955,0.00001508959,0.00002131727,0.9918358,0.004223473,0.003227037,0.0002214365,0.000008343212],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3307928,0.0004493892,0.6607069,0.0003129039,0.0000428578,0.00007635231,0.0001291104,0.0004768335,0.007012916],"genre_scores_gemma":[0.9917774,0.00005991113,0.007782849,0.000009025322,0.000003582542,0.00002358811,0.00002413598,0.00001054453,0.0003089411],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001912134,"threshold_uncertainty_score":0.003802001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007181553032437653,"score_gpt":0.2364404428095404,"score_spread":0.2292588897771027,"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."}}