JP2020523030A5 - - Google Patents

Download PDF

Info

Publication number
JP2020523030A5
JP2020523030A5 JP2019569403A JP2019569403A JP2020523030A5 JP 2020523030 A5 JP2020523030 A5 JP 2020523030A5 JP 2019569403 A JP2019569403 A JP 2019569403A JP 2019569403 A JP2019569403 A JP 2019569403A JP 2020523030 A5 JP2020523030 A5 JP 2020523030A5
Authority
JP
Japan
Prior art keywords
data
current
run
predicting
outcome
Prior art date
Legal status (The legal status 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 status listed.)
Granted
Application number
JP2019569403A
Other languages
English (en)
Japanese (ja)
Other versions
JP7852898B2 (ja
JP2020523030A (ja
Filing date
Publication date
Application filed filed Critical
Priority claimed from PCT/IN2018/050398 external-priority patent/WO2018229802A1/en
Publication of JP2020523030A publication Critical patent/JP2020523030A/ja
Publication of JP2020523030A5 publication Critical patent/JP2020523030A5/ja
Application granted granted Critical
Publication of JP7852898B2 publication Critical patent/JP7852898B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

JP2019569403A 2017-06-16 2018-06-18 バイオリアクタにおいてのプロセスのアウトカムを予測するための、および、そのプロセスのモデリングのための方法 Active JP7852898B2 (ja)

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 (3)

Publication Number Publication Date
JP2020523030A JP2020523030A (ja) 2020-08-06
JP2020523030A5 true JP2020523030A5 (https=) 2021-07-26
JP7852898B2 JP7852898B2 (ja) 2026-04-28

Family

ID=64659011

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2019569403A Active JP7852898B2 (ja) 2017-06-16 2018-06-18 バイオリアクタにおいてのプロセスのアウトカムを予測するための、および、そのプロセスのモデリングのための方法

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=)

Families Citing this family (13)

* Cited by examiner, † Cited by third party
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
CN113189973B (zh) * 2020-12-09 2023-03-21 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
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

Family Cites Families (32)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1244995B1 (en) * 1999-08-13 2010-10-20 Peter G. Brown Simulation, modeling and scheduling of batch process manufacturing facilities using process time lines
JP4378909B2 (ja) * 2002-02-20 2009-12-09 株式会社日立プラントテクノロジー 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
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
EP1598415A1 (en) * 2004-05-20 2005-11-23 The Automation Partnership (Cambridge) Limited Smart cell culture
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
US20120107921A1 (en) * 2008-06-26 2012-05-03 Colorado State University Research Foundation Model based controls for use with bioreactors
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
JP6620100B2 (ja) * 2013-12-27 2019-12-11 エフ.ホフマン−ラ ロシュ アーゲーF. Hoffmann−La Roche Aktiengesellschaft 合成多成分の生物工学および化学プロセス試料を調製するための方法およびシステム
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

Similar Documents

Publication Publication Date Title
JP2020523030A5 (https=)
JP6832678B2 (ja) 新規物質探索方法および装置
CN110991495B (zh) 生产制造过程中产品质量预测方法、系统、介质及设备
JP2022520247A (ja) センサ計測データ統合
JP2020500420A (ja) マシンラーニング基盤の半導体製造の収率予測システム及び方法
US20220019936A1 (en) Machine learning feature recommendation
JP2023539240A5 (https=)
CN113609790B (zh) 产品虚拟量测方法及系统及装置及介质
CN112308603A (zh) 基于相似性扩展的快速门店选址方法及装置、存储介质
JP2017062786A5 (https=)
CN118350514B (zh) 结合纯度检测的碳酸锂生产管理方法及系统
JP7196935B2 (ja) 演算装置、アクション決定方法、及び制御プログラム
CN119539041A (zh) 一种基于蒙特卡洛树的自适应因果发现方法及设备
KR102775614B1 (ko) 시계열 데이터 회귀 예측을 위한 예측 모델의 학습 방법 및 예측 모델을 이용한 예측 방법
CN115169585A (zh) 机器学习模型训练加速方法、系统、电子设备及存储介质
JP2009276981A5 (https=)
JPWO2022049672A5 (ja) 学習装置、学習方法、制御システムおよびプログラム
JPWO2025033296A5 (https=)
JP2020135591A (ja) 推定装置、推定方法、および、コンピュータプログラム
JPWO2023223461A5 (https=)
CN115294421A (zh) 基于语音交互的样本扩增方法、系统、设备及存储介质
CN119781390B (zh) 一种基于人机料法环全要素的作业流程控制方法和系统
CN116724276A (zh) 运转改善辅助程序、运转改善辅助装置及运转改善辅助方法
JP7639834B2 (ja) 精度算出プログラム、精度算出方法および情報処理装置
CN120030508B (zh) 气候变化及人类活动对植被影响的量化方法及相关装置