Editorial overview: Mechanistic and data-driven modelling of biopharmaceutical manufacturing processes

被引：0
|
作者：
Clarke, Colin [1 ,2 ]
Kontoravdi, Cleo [3 ]
机构：
[1] Natl Inst Bioproc Res & Training, Fosters Ave, Blackrock, Co Dublin, Ireland
[2] Univ Coll Dublin, Sch Chem & Bioproc Engn, Dublin, Ireland
[3] Imperial Coll London, Sargent Ctr Proc Syst Engn, Dept Chem Engn, London, England
来源：
CURRENT OPINION IN CHEMICAL ENGINEERING | 2022年 / 37卷
关键词：
All Open Access; Green;
D O I：
10.1016/j.coche.2022.100844
中图分类号：
Q81 [生物工程学（生物技术）]; Q93 [微生物学];
学科分类号：
071005 ; 0836 ; 090102 ; 100705 ;
摘要：
11
引用
收藏
页数：3
相关论文
共 50 条
  • [1] Data-driven anomaly detection and diagnostics for changeover processes in biopharmaceutical drug product manufacturing
    Zeberli, Anicia
    Badr, Sara
    Siegmund, Christian
    Mattern, Markus
    Sugiyama, Hirokazu
    [J]. CHEMICAL ENGINEERING RESEARCH & DESIGN, 2021, 167 : 53 - 62
  • [2] An in silico evaluation of data-driven optimization of biopharmaceutical processes
    Wang, Zhenyu
    Georgakis, Christos
    [J]. AICHE JOURNAL, 2017, 63 (07) : 2796 - 2805
  • [3] Legitimising data-driven models: exemplification of a new data-driven mechanistic modelling framework
    Mount, N. J.
    Dawson, C. W.
    Abrahart, R. J.
    [J]. HYDROLOGY AND EARTH SYSTEM SCIENCES, 2013, 17 (07) : 2827 - 2843
  • [4] DATA-DRIVEN CAUSAL MODELLING OF THE MANUFACTURING SYSTEM
    Frumusanu, Gabriel-Radu
    Afteni, Cezarina
    Epureanu, Alexandru
    [J]. TRANSACTIONS OF FAMENA, 2021, 45 (01) : 43 - 62
  • [5] Observational data-driven modeling and optimization of manufacturing processes
    Sadati, Najibesadat
    Chinnam, Ratna Babu
    Nezhad, Milad Zafar
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2018, 93 : 456 - 464
  • [6] A hybrid data-driven and mechanistic modelling approach for hydrothermal gasification
    Li, Jie
    Suvarna, Manu
    Pan, Lanjia
    Zhao, Yingru
    Wang, Xiaonan
    [J]. APPLIED ENERGY, 2021, 304
  • [7] Data-Driven Modelling and Robust Control of a Semiconductor Manufacturing Process
    Mayr, Paul
    Kleindienst, Martin
    Koch, Stefan
    Reichhartinger, Markus
    Horn, Martin
    [J]. IFAC PAPERSONLINE, 2023, 56 (02): : 4234 - 4239
  • [8] Editorial: special issue on data-driven modelling methods and their applications
    Chan, CW
    [J]. INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2003, 34 (14-15) : 731 - 732
  • [9] Editorial: Data-driven modelling and high-fidelity simulations
    Michelassi, Vittorio
    He, Li
    [J]. JOURNAL OF THE GLOBAL POWER AND PROPULSION SOCIETY, 2021,
  • [10] Integrated mechanistic and data-driven modelling for multivariate analysis of signalling pathways
    Hua, Fei
    Hautaniemi, Sampsa
    Yokoo, Rayka
    Lauffenburger, Douglas A.
    [J]. JOURNAL OF THE ROYAL SOCIETY INTERFACE, 2006, 3 (09) : 515 - 526
12345