CN110945593A - 用于预测生物反应器中的过程的产出和对生物反应器中的过程建模的方法 - Google Patents
用于预测生物反应器中的过程的产出和对生物反应器中的过程建模的方法 Download PDFInfo
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- CN110945593A CN110945593A CN201880052944.XA CN201880052944A CN110945593A CN 110945593 A CN110945593 A CN 110945593A CN 201880052944 A CN201880052944 A CN 201880052944A CN 110945593 A CN110945593 A CN 110945593A
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/20—Design optimisation, verification or simulation
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- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12M—APPARATUS FOR ENZYMOLOGY OR MICROBIOLOGY; APPARATUS FOR CULTURING MICROORGANISMS FOR PRODUCING BIOMASS, FOR GROWING CELLS OR FOR OBTAINING FERMENTATION OR METABOLIC PRODUCTS, i.e. BIOREACTORS OR FERMENTERS
- C12M41/00—Means for regulation, monitoring, measurement or control, e.g. flow regulation
- C12M41/48—Automatic or computerized control
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- 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
- G05B13/04—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
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- 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
- G05B17/00—Systems involving the use of models or simulators of said systems
- G05B17/02—Systems involving the use of models or simulators of said systems electric
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- Apparatus Associated With Microorganisms And Enzymes (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Measuring Or Testing Involving Enzymes Or Micro-Organisms (AREA)
- Testing And Monitoring For Control Systems (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| IN201741021125 | 2017-06-16 | ||
| IN201741021125 | 2017-06-16 | ||
| PCT/IN2018/050398 WO2018229802A1 (en) | 2017-06-16 | 2018-06-18 | Method for predicting outcome of and modelling of a process in a bioreactor |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN110945593A true CN110945593A (zh) | 2020-03-31 |
Family
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Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201880052944.XA Pending CN110945593A (zh) | 2017-06-16 | 2018-06-18 | 用于预测生物反应器中的过程的产出和对生物反应器中的过程建模的方法 |
Country Status (5)
| Country | Link |
|---|---|
| US (2) | US12182482B2 (https=) |
| EP (1) | EP3639171A4 (https=) |
| JP (1) | JP7852898B2 (https=) |
| CN (1) | CN110945593A (https=) |
| WO (1) | WO2018229802A1 (https=) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113189973A (zh) * | 2020-12-09 | 2021-07-30 | 淮阴工学院 | 基于函数观测器的二级化学反应器执行器故障检测方法 |
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP3702439B1 (en) * | 2019-02-26 | 2024-01-17 | Sartorius Stedim Data Analytics AB | Multivariate process chart to control a process to produce a chemical, pharmaceutical, biopharmaceutical and/or biological product |
| JP7554774B2 (ja) * | 2019-05-08 | 2024-09-20 | インシリコ バイオテクノロジー アーゲー | 生物工学的生産を最適化するための方法および手段 |
| JP7181849B2 (ja) * | 2019-10-31 | 2022-12-01 | 横河電機株式会社 | 装置、方法およびプログラム |
| TWI781408B (zh) * | 2019-11-27 | 2022-10-21 | 靜宜大學 | 利用高光譜資料分析技術之人工智慧的細胞檢測方法及其系統 |
| EP3839036B1 (en) * | 2019-12-19 | 2023-04-19 | DSM IP Assets B.V. | A digital twin for monitoring and controlling an industrial bioprocess |
| WO2021234732A1 (en) * | 2020-05-19 | 2021-11-25 | Tata Consultancy Services Limited | System and method for development and deployment of self-organizing cyber-physical systems for manufacturing industries |
| GB202015861D0 (en) * | 2020-10-07 | 2020-11-18 | National Institute For Bioprocesisng Res And Training | Method and system for predicting the performance for biopharmaceutical manufacturing processes |
| US11567488B2 (en) | 2021-05-27 | 2023-01-31 | Lynceus, Sas | Machine learning-based quality control of a culture for bioproduction |
| EP4116403A1 (en) * | 2021-07-07 | 2023-01-11 | Sartorius Stedim Data Analytics AB | Monitoring, simulation and control of bioprocesses |
| JP2025503486A (ja) * | 2021-12-21 | 2025-02-04 | パウ ジェネティック ソリューションズ インコーポレイテッド | 培養プロセスにおける培養条件を最適化するための方法およびシステム |
| WO2024064890A1 (en) * | 2022-09-23 | 2024-03-28 | Metalytics, Inc. | Using the concepts of metabolic flux rate calculations and limited data to direct cell culture. media optimization and enable the creation of digital twin software platforms |
| US20240112750A1 (en) * | 2022-10-04 | 2024-04-04 | BioCurie Inc. | Data-driven process development and manufacturing of biopharmaceuticals |
Citations (4)
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|---|---|---|---|---|
| JP2003235544A (ja) * | 2002-02-20 | 2003-08-26 | Hitachi Ltd | 生体細胞の培養制御方法及び培養装置の制御装置並びに培養装置 |
| EP1598415A1 (en) * | 2004-05-20 | 2005-11-23 | The Automation Partnership (Cambridge) Limited | Smart cell culture |
| WO2010002745A1 (en) * | 2008-06-26 | 2010-01-07 | Solix Biofuels, Inc. | Model based controls for use with bioreactors |
| WO2015097217A1 (en) * | 2013-12-27 | 2015-07-02 | F. Hoffmann-La Roche Ag | Method and system for preparing synthetic multicomponent biotechnological and chemical process samples |
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| EP1244995B1 (en) * | 1999-08-13 | 2010-10-20 | Peter G. Brown | Simulation, modeling and scheduling of batch process manufacturing facilities using process time lines |
| US20060199260A1 (en) * | 2002-05-01 | 2006-09-07 | Zhiyu Zhang | Microbioreactor for continuous cell culture |
| US7635586B2 (en) * | 2003-11-26 | 2009-12-22 | Broadley-James Corporation | Integrated bio-reactor monitor and control system |
| AU2005305347A1 (en) * | 2004-11-03 | 2006-05-18 | Introgen Therapeutics Inc. | Method of producing and purifying of adenoviral vectors |
| DK1969007T3 (da) * | 2005-12-20 | 2013-11-25 | Bristol Myers Squibb Co | Sammensætninger og fremgangsmåder til fremstilling af en sammensætning |
| WO2007085880A1 (en) | 2006-01-28 | 2007-08-02 | Abb Research Ltd | A method for on-line prediction of future performance of a fermentation unit. |
| BRPI0707455A2 (pt) * | 2006-02-02 | 2011-05-03 | Regenetech Inc | método de caracterização de um composto biologicamente ativo |
| US20080177518A1 (en) * | 2007-01-18 | 2008-07-24 | Cfd Research Corporation | Integrated Microfluidic System Design Using Mixed Methodology Simulations |
| US20080282026A1 (en) * | 2007-05-08 | 2008-11-13 | Finesse Solutions, Llc. | Bioprocess data management |
| US20090104653A1 (en) | 2007-10-23 | 2009-04-23 | Finesse Solutions, Llc. | Bio-process model predictions from optical loss measurements |
| US8178318B2 (en) * | 2008-08-06 | 2012-05-15 | Praxair Technology, Inc. | Method for controlling pH, osmolality and dissolved carbon dioxide levels in a mammalian cell culture process to enhance cell viability and biologic product yield |
| US8506797B2 (en) * | 2011-04-10 | 2013-08-13 | Therapeutic Proteins International, LLC | Downstream bioprocessing device |
| US9068215B2 (en) * | 2011-05-13 | 2015-06-30 | Therapeutic Proteins International, LLC | Interconnected bioreactors |
| PT2837680T (pt) * | 2011-07-01 | 2020-04-17 | Amgen Inc | Cultura celular de mamífero |
| US20130281355A1 (en) * | 2012-04-24 | 2013-10-24 | Genentech, Inc. | Cell culture compositions and methods for polypeptide production |
| AU2013334602B2 (en) * | 2012-10-23 | 2018-05-31 | Genzyme Corporation | Perfusion culturing methods and uses thereof |
| WO2014120989A1 (en) * | 2013-02-01 | 2014-08-07 | Carnegie Mellon University | Methods, devices and systems for algae lysis and content extraction |
| US10214718B2 (en) * | 2013-07-01 | 2019-02-26 | University Of Massachusetts | Distributed perfusion bioreactor system for continuous culture of biological cells |
| US10138467B2 (en) * | 2013-10-14 | 2018-11-27 | Ares Trading S.A. | Medium for high performance mammalian fed-batch cultures |
| US20150275167A1 (en) * | 2014-03-28 | 2015-10-01 | Corning Incorporated | Composition and method for cell culture sustained release |
| JP6135599B2 (ja) | 2014-05-19 | 2017-05-31 | 横河電機株式会社 | 細胞培養制御システム及び細胞培養制御方法 |
| AU2015269365A1 (en) * | 2014-06-04 | 2016-12-15 | Amgen Inc. | Methods for harvesting mammalian cell cultures |
| EP3164481A4 (en) * | 2014-07-02 | 2018-03-21 | Biogen MA Inc. | Cross-scale modeling of bioreactor cultures using raman spectroscopy |
| EP3303561A2 (en) | 2015-05-29 | 2018-04-11 | Biogen MA Inc. | Cell culture methods and systems |
| CN206033776U (zh) * | 2016-08-03 | 2017-03-22 | 广州赛泊泰生物技术有限公司 | 贴壁/悬浮型细胞培养单元、装置及系统 |
| US20180101529A1 (en) * | 2016-10-10 | 2018-04-12 | Proekspert AS | Data science versioning and intelligence systems and methods |
| CN206219583U (zh) * | 2016-11-17 | 2017-06-06 | 金宇保灵生物药品有限公司 | 一种微载体细胞消化过程中连续取样及状态观察装置 |
| WO2018226900A2 (en) * | 2017-06-06 | 2018-12-13 | Zymergen Inc. | A htp genomic engineering platform for improving fungal strains |
-
2018
- 2018-06-18 WO PCT/IN2018/050398 patent/WO2018229802A1/en not_active Ceased
- 2018-06-18 CN CN201880052944.XA patent/CN110945593A/zh active Pending
- 2018-06-18 US US16/620,940 patent/US12182482B2/en active Active
- 2018-06-18 EP EP18817323.1A patent/EP3639171A4/en active Pending
- 2018-06-18 JP JP2019569403A patent/JP7852898B2/ja active Active
-
2024
- 2024-11-14 US US18/948,020 patent/US20250068794A1/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2003235544A (ja) * | 2002-02-20 | 2003-08-26 | Hitachi Ltd | 生体細胞の培養制御方法及び培養装置の制御装置並びに培養装置 |
| EP1598415A1 (en) * | 2004-05-20 | 2005-11-23 | The Automation Partnership (Cambridge) Limited | Smart cell culture |
| WO2010002745A1 (en) * | 2008-06-26 | 2010-01-07 | Solix Biofuels, Inc. | Model based controls for use with bioreactors |
| CN102131383A (zh) * | 2008-06-26 | 2011-07-20 | Solix生物燃料公司 | 用于生物反应器的基于模型的控制 |
| WO2015097217A1 (en) * | 2013-12-27 | 2015-07-02 | F. Hoffmann-La Roche Ag | Method and system for preparing synthetic multicomponent biotechnological and chemical process samples |
Non-Patent Citations (3)
| Title |
|---|
| RICARDO AGUILAR-LO´PEZ 等: "Exponential Observer Design for State Estimation in a Class of Anaerobic Sulfate Reducing Bioreactor" * |
| STEPHEN CRAVEN 等: "Glucose concentration control of a fed-batch mammalian cell bioprocess using a nonlinear model predictive controller" * |
| 罗荣富 等: "CHO细胞生长过程的建模及仿真研究" * |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113189973A (zh) * | 2020-12-09 | 2021-07-30 | 淮阴工学院 | 基于函数观测器的二级化学反应器执行器故障检测方法 |
Also Published As
| Publication number | Publication date |
|---|---|
| EP3639171A1 (en) | 2020-04-22 |
| US20250068794A1 (en) | 2025-02-27 |
| WO2018229802A1 (en) | 2018-12-20 |
| JP7852898B2 (ja) | 2026-04-28 |
| JP2020523030A (ja) | 2020-08-06 |
| EP3639171A4 (en) | 2021-07-28 |
| US12182482B2 (en) | 2024-12-31 |
| US20200202051A1 (en) | 2020-06-25 |
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