BR112022017194A2 - Método, aparelho e sistema para otimização em tempo real de dispositivo de nível molecular e meio de armazenamento - Google Patents

Método, aparelho e sistema para otimização em tempo real de dispositivo de nível molecular e meio de armazenamento

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Publication number
BR112022017194A2
BR112022017194A2 BR112022017194A BR112022017194A BR112022017194A2 BR 112022017194 A2 BR112022017194 A2 BR 112022017194A2 BR 112022017194 A BR112022017194 A BR 112022017194A BR 112022017194 A BR112022017194 A BR 112022017194A BR 112022017194 A2 BR112022017194 A2 BR 112022017194A2
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BR
Brazil
Prior art keywords
predicted
molecular
real
predefined
level device
Prior art date
Application number
BR112022017194A
Other languages
English (en)
Inventor
Wang Hangzhou
Ji Ye
Liu Yixin
Sun Baowen
Shi Zhenmin
Original Assignee
Petrochina Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Petrochina Co Ltd filed Critical Petrochina Co Ltd
Publication of BR112022017194A2 publication Critical patent/BR112022017194A2/pt

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Classifications

    • C—CHEMISTRY; METALLURGY
    • C10—PETROLEUM, GAS OR COKE INDUSTRIES; TECHNICAL GASES CONTAINING CARBON MONOXIDE; FUELS; LUBRICANTS; PEAT
    • C10G—CRACKING HYDROCARBON OILS; PRODUCTION OF LIQUID HYDROCARBON MIXTURES, e.g. BY DESTRUCTIVE HYDROGENATION, OLIGOMERISATION, POLYMERISATION; RECOVERY OF HYDROCARBON OILS FROM OIL-SHALE, OIL-SAND, OR GASES; REFINING MIXTURES MAINLY CONSISTING OF HYDROCARBONS; REFORMING OF NAPHTHA; MINERAL WAXES
    • C10G11/00—Catalytic cracking, in the absence of hydrogen, of hydrocarbon oils
    • C10G11/14—Catalytic cracking, in the absence of hydrogen, of hydrocarbon oils with preheated moving solid catalysts
    • C10G11/18—Catalytic cracking, in the absence of hydrogen, of hydrocarbon oils with preheated moving solid catalysts according to the "fluidised-bed" technique
    • C10G11/187—Controlling or regulating
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C10/00—Computational theoretical chemistry, i.e. ICT specially adapted for theoretical aspects of quantum chemistry, molecular mechanics, molecular dynamics or the like
    • C—CHEMISTRY; METALLURGY
    • C10—PETROLEUM, GAS OR COKE INDUSTRIES; TECHNICAL GASES CONTAINING CARBON MONOXIDE; FUELS; LUBRICANTS; PEAT
    • C10G—CRACKING HYDROCARBON OILS; PRODUCTION OF LIQUID HYDROCARBON MIXTURES, e.g. BY DESTRUCTIVE HYDROGENATION, OLIGOMERISATION, POLYMERISATION; RECOVERY OF HYDROCARBON OILS FROM OIL-SHALE, OIL-SAND, OR GASES; REFINING MIXTURES MAINLY CONSISTING OF HYDROCARBONS; REFORMING OF NAPHTHA; MINERAL WAXES
    • C10G35/00—Reforming naphtha
    • C10G35/24—Controlling or regulating of reforming operations
    • C—CHEMISTRY; METALLURGY
    • C10—PETROLEUM, GAS OR COKE INDUSTRIES; TECHNICAL GASES CONTAINING CARBON MONOXIDE; FUELS; LUBRICANTS; PEAT
    • C10G—CRACKING HYDROCARBON OILS; PRODUCTION OF LIQUID HYDROCARBON MIXTURES, e.g. BY DESTRUCTIVE HYDROGENATION, OLIGOMERISATION, POLYMERISATION; RECOVERY OF HYDROCARBON OILS FROM OIL-SHALE, OIL-SAND, OR GASES; REFINING MIXTURES MAINLY CONSISTING OF HYDROCARBONS; REFORMING OF NAPHTHA; MINERAL WAXES
    • C10G45/00—Refining of hydrocarbon oils using hydrogen or hydrogen-generating compounds
    • C10G45/72—Controlling or regulating
    • C—CHEMISTRY; METALLURGY
    • C10—PETROLEUM, GAS OR COKE INDUSTRIES; TECHNICAL GASES CONTAINING CARBON MONOXIDE; FUELS; LUBRICANTS; PEAT
    • C10G—CRACKING HYDROCARBON OILS; PRODUCTION OF LIQUID HYDROCARBON MIXTURES, e.g. BY DESTRUCTIVE HYDROGENATION, OLIGOMERISATION, POLYMERISATION; RECOVERY OF HYDROCARBON OILS FROM OIL-SHALE, OIL-SAND, OR GASES; REFINING MIXTURES MAINLY CONSISTING OF HYDROCARBONS; REFORMING OF NAPHTHA; MINERAL WAXES
    • C10G47/00—Cracking of hydrocarbon oils, in the presence of hydrogen or hydrogen- generating compounds, to obtain lower boiling fractions
    • C10G47/36—Controlling or regulating
    • C—CHEMISTRY; METALLURGY
    • C10—PETROLEUM, GAS OR COKE INDUSTRIES; TECHNICAL GASES CONTAINING CARBON MONOXIDE; FUELS; LUBRICANTS; PEAT
    • C10G—CRACKING HYDROCARBON OILS; PRODUCTION OF LIQUID HYDROCARBON MIXTURES, e.g. BY DESTRUCTIVE HYDROGENATION, OLIGOMERISATION, POLYMERISATION; RECOVERY OF HYDROCARBON OILS FROM OIL-SHALE, OIL-SAND, OR GASES; REFINING MIXTURES MAINLY CONSISTING OF HYDROCARBONS; REFORMING OF NAPHTHA; MINERAL WAXES
    • C10G9/00—Thermal non-catalytic cracking, in the absence of hydrogen, of hydrocarbon oils
    • C10G9/005—Coking (in order to produce liquid products mainly)
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C20/00—Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
    • G16C20/10—Analysis or design of chemical reactions, syntheses or processes
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C20/00—Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
    • G16C20/20—Identification of molecular entities, parts thereof or of chemical compositions
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C20/00—Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
    • G16C20/30—Prediction of properties of chemical compounds, compositions or mixtures
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C20/00—Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
    • G16C20/90—Programming languages; Computing architectures; Database systems; Data warehousing
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C60/00—Computational materials science, i.e. ICT specially adapted for investigating the physical or chemical properties of materials or phenomena associated with their design, synthesis, processing, characterisation or utilisation
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C20/00—Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
    • G16C20/70—Machine learning, data mining or chemometrics

Landscapes

  • Chemical & Material Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Computing Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Oil, Petroleum & Natural Gas (AREA)
  • Crystallography & Structural Chemistry (AREA)
  • Chemical Kinetics & Catalysis (AREA)
  • Physics & Mathematics (AREA)
  • General Chemical & Material Sciences (AREA)
  • Organic Chemistry (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Databases & Information Systems (AREA)
  • Thermal Sciences (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • Data Mining & Analysis (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Medical Informatics (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Production Of Liquid Hydrocarbon Mixture For Refining Petroleum (AREA)

Abstract

MÉTODO, APARELHO E SISTEMA PARA OTIMIZAÇÃO EM TEMPO REAL DE DISPOSITIVO DE NÍVEL MOLECULAR E MEIO DE ARMAZENAMENTO. A presente invenção refere-se a um método, um aparelho e um sistema para a otimização em tempo real de um dispositivo de nível molecular e um meio de armazenamento. O método compreende: determinar a composição molecular de matérias- primas para processamento de petróleo; inserir a composição molecular das matérias-primas em um modelo de previsão de produto pré-treinado, de modo a obter uma composição molecular prevista de produtos previstos correspondentes e um conteúdo molecular previsto de várias moléculas únicas; adquirir um conjunto padrão predefinido para um produto alvo predefinido; determinar, de acordo com a composição molecular prevista e o conteúdo molecular previsto das várias moléculas únicas, se os produtos previstos atendem aos padrões predefinidos para produtos alvo correspondentes aos produtos previstos no conjunto padrão predefinido; e, se nenhum padrão predefinido do produto alvo correspondente for atendido, ajustar os parâmetros de operação no modelo de previsão do produto, de modo a readquirir a composição molecular prevista dos produtos previstos e o conteúdo molecular previsto das várias moléculas únicas até que os padrões predefinidos sejam atendidos. Por meio da presente invenção, a simulação integral de nível molecular e a otimização em tempo real do dispositivo de nível molecular desde as matérias-primas até o processo de processamento do produto são alcançadas, e a precisão e a eficiência da produção são melhoradas.
BR112022017194A 2020-06-12 2021-06-07 Método, aparelho e sistema para otimização em tempo real de dispositivo de nível molecular e meio de armazenamento BR112022017194A2 (pt)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN202010533480.3A CN111899793B (zh) 2020-06-12 2020-06-12 一种分子级装置的实时优化方法、装置、系统及存储介质
PCT/CN2021/098570 WO2021249329A1 (zh) 2020-06-12 2021-06-07 一种分子级装置的实时优化方法、装置、系统及存储介质

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BR112022017194A2 true BR112022017194A2 (pt) 2022-12-20

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Country Link
US (1) US20230110441A1 (pt)
EP (1) EP4089680A4 (pt)
CN (1) CN111899793B (pt)
BR (1) BR112022017194A2 (pt)
WO (1) WO2021249329A1 (pt)

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CN111899793B (zh) * 2020-06-12 2024-04-30 中国石油天然气股份有限公司 一种分子级装置的实时优化方法、装置、系统及存储介质
CN113378332B (zh) * 2021-08-16 2021-11-02 成都数联云算科技有限公司 生产设备组分析方法、装置、电子设备及计算机可读存储介质
JPWO2023119544A1 (pt) * 2021-12-23 2023-06-29
WO2023128828A1 (ru) * 2021-12-29 2023-07-06 Публичное акционерное общество "Газпром нефть" Прогнозирование изменения активности катализатора в установке гидроочистки дизельного топлива
CN116410772B (zh) * 2021-12-31 2024-04-26 中国石油天然气股份有限公司 一种原油蒸馏切割方法、装置、设备及存储介质
CN116410771B (zh) * 2021-12-31 2024-03-01 中国石油天然气股份有限公司 一种原油调合优化方法、装置、设备及存储介质
CN114708930A (zh) * 2022-04-19 2022-07-05 泉州装备制造研究所 一种基于层次基团构建的纯组分炼化性质的预测方法
CN115862759B (zh) * 2023-02-20 2023-06-06 新疆独山子石油化工有限公司 一种延迟焦化反应优化方法及装置、存储介质及设备
CN115860267B (zh) * 2023-02-20 2023-06-06 新疆独山子石油化工有限公司 一种炼厂物流价值估算方法及装置、设备及存储介质
CN115841851B (zh) * 2023-02-20 2023-06-06 新疆独山子石油化工有限公司 一种加氢裂化分子级反应规则的构建方法和装置
CN115831250B (zh) * 2023-02-20 2023-06-06 新疆独山子石油化工有限公司 一种延迟焦化反应模型构建方法及装置、存储介质及设备
CN116013425B (zh) * 2023-02-20 2023-07-14 新疆独山子石油化工有限公司 一种分子水平炼化过程模型构建方法及装置、存储介质
CN115938499B (zh) * 2023-02-20 2023-06-06 新疆独山子石油化工有限公司 加氢裂化模型的优化方法、装置、电子设备及存储介质

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CN111899793B (zh) 2024-04-30
EP4089680A1 (en) 2022-11-16
US20230110441A1 (en) 2023-04-13
CN111899793A (zh) 2020-11-06
EP4089680A4 (en) 2023-08-09
WO2021249329A1 (zh) 2021-12-16

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