FORECASTING THE PROGRESS OF COKING AND FOULING FOR IMPROVED PRODUCTION PLANNING IN CHEMICAL PRODUCTION PLANTS
In order to predict the future evolution of a health-state of an equipment and/or a processing unit of a chemical production plant, e.g., a steam cracker, a computer-implemented method is provided, which builds a data-driven model for the future key performance indicator based on the key performance...
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Main Authors | , , , , , , , |
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Format | Patent |
Language | English French |
Published |
28.01.2021
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Subjects | |
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Abstract | In order to predict the future evolution of a health-state of an equipment and/or a processing unit of a chemical production plant, e.g., a steam cracker, a computer-implemented method is provided, which builds a data-driven model for the future key performance indicator based on the key performance indicator of today, the processing condition of today, and the processing condition over a prediction horizon.
L'objectif de la présente invention est de prédire l'évolution future de l'état de santé d'un équipement et/ou d'une unité de traitement d'une installation de production de produits chimiques, par exemple, un vapocraqueur. L'invention concerne un procédé informatique pouvant construire un modèle entraîné par des données pour un indicateur de performance clé future sur la base d'un indicateur de performance clé actuel, de l'état de traitement actuel, et de l'état de traitement sur un horizon de prédiction. |
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AbstractList | In order to predict the future evolution of a health-state of an equipment and/or a processing unit of a chemical production plant, e.g., a steam cracker, a computer-implemented method is provided, which builds a data-driven model for the future key performance indicator based on the key performance indicator of today, the processing condition of today, and the processing condition over a prediction horizon.
L'objectif de la présente invention est de prédire l'évolution future de l'état de santé d'un équipement et/ou d'une unité de traitement d'une installation de production de produits chimiques, par exemple, un vapocraqueur. L'invention concerne un procédé informatique pouvant construire un modèle entraîné par des données pour un indicateur de performance clé future sur la base d'un indicateur de performance clé actuel, de l'état de traitement actuel, et de l'état de traitement sur un horizon de prédiction. |
Author | SAUER, Simeon BUCK, Britta Carolin KECK, Daniel JENNE, Eric BADINSKI, Alexander BLANKERS, Bart HAHKALA, Miriam Angela Anna DE WINNE, Hendrik |
Author_xml | – fullname: BLANKERS, Bart – fullname: DE WINNE, Hendrik – fullname: BADINSKI, Alexander – fullname: KECK, Daniel – fullname: SAUER, Simeon – fullname: HAHKALA, Miriam Angela Anna – fullname: JENNE, Eric – fullname: BUCK, Britta Carolin |
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DocumentTitleAlternate | PRÉVISION DE LA PROGRESSION DE LA COKÉFACTION ET DE L'ENCRASSEMENT POUR UNE PLANIFICATION DE PRODUCTION AMÉLIORÉE DANS DES USINES DE PRODUCTION DE PRODUITS CHIMIQUES |
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Snippet | In order to predict the future evolution of a health-state of an equipment and/or a processing unit of a chemical production plant, e.g., a steam cracker, a... |
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SubjectTerms | BLASTING CHEMISTRY CRACKING HYDROCARBON OILS DETAILS OR ACCESSORIES OF FURNACES, KILNS, OVENS, OR RETORTS,IN SO FAR AS THEY ARE OF KINDS OCCURRING IN MORE THAN ONE KINDOF FURNACE FUELS FURNACES HEATING KILNS LIGHTING LUBRICANTS MECHANICAL ENGINEERING METALLURGY MINERAL WAXES OVENS PEAT PETROLEUM, GAS OR COKE INDUSTRIES PRODUCTION OF LIQUID HYDROCARBON MIXTURES, e.g. BY DESTRUCTIVEHYDROGENATION, OLIGOMERISATION, POLYMERISATION RECOVERY OF HYDROCARBON OILS FROM OIL-SHALE, OIL-SAND, ORGASES REFINING MIXTURES MAINLY CONSISTING OF HYDROCARBONS REFORMING OF NAPHTHA RETORTS TECHNICAL GASES CONTAINING CARBON MONOXIDE WEAPONS |
Title | FORECASTING THE PROGRESS OF COKING AND FOULING FOR IMPROVED PRODUCTION PLANNING IN CHEMICAL PRODUCTION PLANTS |
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