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  6. Optimization for Biotechnology with 'Design-Expert'

Optimization for Biotechnology with 'Design-Expert'

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Design-Expert

last updated:Jul 07, 2026

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A tool for designing experiments to support process development in biotechnology.

In the field of biotechnology process development, it is essential to find optimal conditions under complex interactions of many factors to achieve the desired quality and yield. Especially in the development of new pharmaceuticals and bio-materials, it is important to conduct experiments efficiently within limited resources to increase the probability of success. Inadequate experimental planning can lead to delays in development timelines, increased costs, and the risk of not achieving the expected results. The graphical experimental design method (DOE) "Design-Expert" contributes to solving these challenges by identifying important factors and supporting the optimal product composition and process layout. The ability to visually grasp response surfaces from various angles through a rotatable 3D plot makes it easier to understand complex relationships. [Usage Scenarios] - Factor screening for new bioprocesses - Optimization of existing processes - Evaluation of factor impacts in quality control - Parameter consideration during scale-up [Benefits of Implementation] - Reduction of development time - Decrease in experimental costs - Stabilization of processes and improvement of yield - Enhancement of product quality

    Other analysesOther research softwareData Mining
PerceptuallyUniformColorMaps.png

Optimization for Biotechnology with 'Design-Expert'

PerceptuallyUniformColorMaps.png
PerceptuallyUniformColorMaps.png designExpert_1110_350-1024x323.png Design_Expert_0.png Design_Expert_1.png v12_mix_process.max-200x200.png qbd_design_03.png
  • https://www.hulinks.co.jp/software/design-expert/
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【Features】 - The screening plan for level factors allows for the efficient identification of important factors among many. - By utilizing Response Surface Methodology (RSM), it is possible to analyze the effects of multiple factors on response values and find optimal conditions. - Mixture design techniques support the optimization of component formulations. - It accommodates combination plans of process factors, mixture components, and categorical factors, meeting diverse experimental needs. - The design and analysis functions for split-plot experiments enable handling of complex experimental designs.

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P3

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P3

Applications/Examples of results

Use of Design-Expert in Pharmaceutical Quality Control

Detailed information

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Plan for the experiment in 'Stat-Ease 360' (to the Huelinks page) https://www.hulinks.co.jp/software/stat-ease-360/

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Even in a rapidly changing world, the philosophy of HuLinks has not changed since its founding. The greatness of humanity lies in our ability to think, create, and carve out a new tomorrow. We aim to contribute to society by providing carefully selected solutions that support this remarkable human ability—intellectual creation—while also offering a more comfortable environment and enhancing productivity.

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