MY203924A - Operation state estimation system, training device, estimation device, state estimator generation method, and estimation method - Google Patents

Operation state estimation system, training device, estimation device, state estimator generation method, and estimation method

Info

Publication number
MY203924A
MY203924A MYPI2022001318A MYPI2022001318A MY203924A MY 203924 A MY203924 A MY 203924A MY PI2022001318 A MYPI2022001318 A MY PI2022001318A MY PI2022001318 A MYPI2022001318 A MY PI2022001318A MY 203924 A MY203924 A MY 203924A
Authority
MY
Malaysia
Prior art keywords
estimation
catalytic cracking
learn
fluid catalytic
operation state
Prior art date
Application number
MYPI2022001318A
Other languages
English (en)
Inventor
Nobuhiro KAKUTA
Ryoji Ogiso
Kazuya Furuichi
Motoki Irikura
Original Assignee
Chiyoda Corp
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 Chiyoda Corp filed Critical Chiyoda Corp
Publication of MY203924A publication Critical patent/MY203924A/en

Links

Classifications

    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B01—PHYSICAL OR CHEMICAL PROCESSES OR APPARATUS IN GENERAL
    • B01J—CHEMICAL OR PHYSICAL PROCESSES, e.g. CATALYSIS OR COLLOID CHEMISTRY; THEIR RELEVANT APPARATUS
    • B01J38/00—Regeneration or reactivation of catalysts, in general
    • B01J38/04—Gas or vapour treating; Treating by using liquids vaporisable upon contacting spent catalyst
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B01—PHYSICAL OR CHEMICAL PROCESSES OR APPARATUS IN GENERAL
    • B01J—CHEMICAL OR PHYSICAL PROCESSES, e.g. CATALYSIS OR COLLOID CHEMISTRY; THEIR RELEVANT APPARATUS
    • B01J38/00—Regeneration or reactivation of catalysts, in general
    • B01J38/04—Gas or vapour treating; Treating by using liquids vaporisable upon contacting spent catalyst
    • B01J38/12—Treating with free oxygen-containing gas
    • B01J38/30—Treating with free oxygen-containing gas in gaseous suspension, e.g. fluidised bed
    • 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
    • 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
    • C10G11/182—Regeneration
    • 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
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/0205—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric not using a model or a simulator of the controlled system
    • G05B13/026—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric not using a model or a simulator of the controlled system using a predictor
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/0265—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning

Landscapes

  • Chemical & Material Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Oil, Petroleum & Natural Gas (AREA)
  • Organic Chemistry (AREA)
  • Chemical Kinetics & Catalysis (AREA)
  • General Chemical & Material Sciences (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Materials Engineering (AREA)
  • Evolutionary Computation (AREA)
  • General Physics & Mathematics (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Automation & Control Theory (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Physics (AREA)
  • Production Of Liquid Hydrocarbon Mixture For Refining Petroleum (AREA)
  • Catalysts (AREA)
MYPI2022001318A 2020-06-05 2020-06-05 Operation state estimation system, training device, estimation device, state estimator generation method, and estimation method MY203924A (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2020/022274 WO2021245910A1 (ja) 2020-06-05 2020-06-05 運転状態推定システム、学習装置、推定装置、状態推定器の生成方法、及び推定方法

Publications (1)

Publication Number Publication Date
MY203924A true MY203924A (en) 2024-07-24

Family

ID=78830749

Family Applications (1)

Application Number Title Priority Date Filing Date
MYPI2022001318A MY203924A (en) 2020-06-05 2020-06-05 Operation state estimation system, training device, estimation device, state estimator generation method, and estimation method

Country Status (6)

Country Link
US (1) US20220220394A1 (https=)
JP (1) JP7301876B2 (https=)
KR (1) KR20220047593A (https=)
MY (1) MY203924A (https=)
TW (1) TW202202608A (https=)
WO (1) WO2021245910A1 (https=)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2023119544A1 (ja) * 2021-12-23 2023-06-29 千代田化工建設株式会社 プログラム、情報処理装置、及び方法
JP7422962B2 (ja) * 2022-02-02 2024-01-26 三菱電機株式会社 機器状態監視装置および機器状態監視方法

Family Cites Families (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6776607B2 (en) * 2000-06-26 2004-08-17 Exxonmobil Research And Engineering Company Process for minimizing afterburn in a FCC regenerator
WO2006046737A1 (ja) * 2004-10-26 2006-05-04 Yokohama National University 多変数モデル解析システム、方法、プログラム、およびプログラム媒体
US20070216683A1 (en) * 2006-03-17 2007-09-20 Honeywell International Inc. Method and apparatus for displaying a third variable in a scatter plot
US20080120060A1 (en) * 2006-09-29 2008-05-22 Fisher-Rosemount Systems, Inc. Detection of catalyst losses in a fluid catalytic cracker for use in abnormal situation prevention
US20090095657A1 (en) * 2006-11-07 2009-04-16 Saudi Arabian Oil Company Automation and Control of Energy Efficient Fluid Catalytic Cracking Processes for Maximizing Value Added Products
US8896605B2 (en) * 2011-10-07 2014-11-25 Hewlett-Packard Development Company, L.P. Providing an ellipsoid having a characteristic based on local correlation of attributes
US9892238B2 (en) * 2013-06-07 2018-02-13 Scientific Design Company, Inc. System and method for monitoring a process
US9465387B2 (en) * 2015-01-09 2016-10-11 Hitachi Power Solutions Co., Ltd. Anomaly diagnosis system and anomaly diagnosis method
CN104789256B (zh) * 2015-03-26 2016-07-06 华东理工大学 一种催化裂化装置的收率实时预测方法
US10558933B2 (en) * 2016-03-30 2020-02-11 International Business Machines Corporation Merging feature subsets using graphical representation
US10222787B2 (en) * 2016-09-16 2019-03-05 Uop Llc Interactive petrochemical plant diagnostic system and method for chemical process model analysis
JP2018142097A (ja) * 2017-02-27 2018-09-13 キヤノン株式会社 情報処理装置、情報処理方法及びプログラム
US11593700B1 (en) * 2017-09-28 2023-02-28 Amazon Technologies, Inc. Network-accessible service for exploration of machine learning models and results
US11676061B2 (en) * 2017-10-05 2023-06-13 Honeywell International Inc. Harnessing machine learning and data analytics for a real time predictive model for a FCC pre-treatment unit
JP2019089907A (ja) 2017-11-13 2019-06-13 Ｊｘｔｇエネルギー株式会社 軽質オレフィンの製造方法
RU2767009C1 (ru) * 2018-02-15 2022-03-16 Тийода Корпорейшн Система поддержки установки условий работы завода, устройство обучения и устройство поддержки установки условий работы
US11574026B2 (en) * 2019-07-17 2023-02-07 Avanade Holdings Llc Analytics-driven recommendation engine
JP7248823B1 (ja) * 2021-06-09 2023-03-29 千代田化工建設株式会社 流体状態推定システム、学習装置、学習プログラム、推定装置、及び推定プログラム

Also Published As

Publication number Publication date
JPWO2021245910A1 (https=) 2021-12-09
KR20220047593A (ko) 2022-04-18
TW202202608A (zh) 2022-01-16
JP7301876B2 (ja) 2023-07-03
US20220220394A1 (en) 2022-07-14
WO2021245910A1 (ja) 2021-12-09

Similar Documents

Publication Publication Date Title
MY203924A (en) Operation state estimation system, training device, estimation device, state estimator generation method, and estimation method
BR112022003153A2 (pt) Usar um recurso de realimentação configurado para realimentação
CN115943621A (zh) 一种应用于电子设备的控制方法及电子设备
DE602004008057D1 (de) System und verfahren zum nachrichtenaustausch bezüglich der aktivität eines drahtlosen geräts
WO2009042758A3 (en) System and method for financial transaction interoperability across multiple mobile networks
CN104283825A (zh) 一种基于动态压缩感知的信道估计方法
CN115918038A (zh) 用户设备、基站、用户设备和基站的信道估计和反馈系统
CN105874862A (zh) 一种数据发送的方法和装置
RU2016147744A (ru) Способ и система работы печи получения этилена
CN103964993B (zh) 抑制甲醇制烯烃碱洗系统中黄油生成的方法
Hesamian et al. A learning system-based soft multiple linear regression model
MX2024002145A (es) Sistemas y metodos para regeneracion por oxidacion de aire humedo de catalizadores.
IN2012DN02087A (https=)
ATE477655T1 (de) Verfahren und vorrichtung zur adaptiven frequenzfehlerschätzung
KR101524747B1 (ko) 간섭 백색화를 지원하는 큐알 분해 검출 장치 및 방법
TW200741207A (en) Test time calculator
CN203778390U (zh) Cip 在位清洗系统
JP4155355B2 (ja) 樹脂フィルムとゴムとの積層体の耐久試験方法
US11472454B1 (en) Positive train control simulation system with emergency and horn applications and method therefor
DE502005003622D1 (de) Verfahren zum Ansteuern eines Heizgeräts für Kraftfahrzeuge
WO2009131968A3 (en) Method and apparatus for addition of an alkali metal promoter to a dehydrogenation catalyst
EP1126680A3 (de) Verfahren, Konfigurationsserver, Signalisierungsserver, Computerprogramm und Speichermedium zur Erzeugung von Dienstfunktionsmodulen
GB2630485A8 (en) Test support apparatus, test support method, and test support program
ES2101371T3 (es) Reduccion hidrogenolitica de productos peroxidicos de ozonolisis.
EP4397552A3 (en) Control device and control method for rider assistance system