DESIGN OF EXPERIMENTS FOR PREDICTIVE MICROBIAL MODELING

被引:15
|
作者
DAVIES, KW
机构
[1] Unilever Research Laboratory, Sharnbrook, MK44 1LQ, Bedfordshire, Colworth House
来源
JOURNAL OF INDUSTRIAL MICROBIOLOGY | 1993年 / 12卷 / 3-5期
关键词
EXPERIMENTAL DESIGN; PREDICTIVE MODELING;
D O I
10.1007/BF01584206
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
Good predictive microbial models can be built with appropriate data from well-designed experiments. Anyone setting up an experiment should consider the sources of variability, possible screening experiments, optimum spacing between points on a continuous scale, and the most appropriate type of design, e.g. factorial, screening, or central composite.
引用
收藏
页码:295 / 300
页数:6
相关论文
共 50 条
  • [41] Design of experiments in electrical engineering: applications in control and modeling
    Maussion, P.
    2017 IEEE WORKSHOP ON ELECTRICAL MACHINES DESIGN, CONTROL AND DIAGNOSIS (WEMDCD), 2017,
  • [42] Modeling the Luminance Degradation of OLEDs Using Design of Experiments
    Salameh, Farah
    Al Haddad, Andrea
    Picot, Antoine
    Canale, Laurent
    Zissis, Georges
    Chabert, Marie
    Maussion, Pascal
    IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2019, 55 (06) : 6548 - 6558
  • [43] Design, modeling, and initial experiments on microscale amplification device
    Garcia, EL
    Nam, Y
    Lobontiu, N
    JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES, 2005, 16 (11-12) : 1039 - 1049
  • [44] Design, Modeling, Control, and Experiments for Multiple AUVs Formation
    Wang, Chengcai
    Cai, Wenyu
    Lu, Jun
    Ding, Xilun
    Yang, Jianying
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2022, 19 (04) : 2776 - 2787
  • [45] Design of Dynamic Experiments in Modeling for Optimization of Batch Processes
    Martinez, Ernesto C.
    Cristaldi, Mariano D.
    Grau, Ricardo J.
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2009, 48 (07) : 3453 - 3465
  • [46] Design and Modeling Strategies for Mixture-of-Mixtures Experiments
    Kang, Lulu
    Joseph, V. Roshan
    Brenneman, William A.
    TECHNOMETRICS, 2011, 53 (02) : 125 - 136
  • [47] Design and modeling for drug combination experiments with order effects
    Huang, Hengzhen
    Liu, Min-Qian
    Tan, Ming T.
    Fang, Hong-Bin
    STATISTICS IN MEDICINE, 2023, 42 (09) : 1353 - 1367
  • [48] THE APPLICATION OF DESIGN OF EXPERIMENTS AND MODELING TO COMPLEX WEAPONS SYSTEMS
    BISER, E
    MEYERSON, M
    OPERATIONS RESEARCH, 1957, 5 (02) : 210 - 221
  • [49] Towards a Gliding Robotic Dolphin: Design, Modeling, and Experiments
    Wu, Zhengxing
    Yu, Junzhi
    Yuan, Jun
    Tan, Min
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2019, 24 (01) : 260 - 270