Integration of data mining into a nonlinear experimental design approach for improved performance

AIChE Journal ◽  
2009 ◽  
Vol 55 (11) ◽  
pp. 3017-3021 ◽  
Author(s):  
Guiying Zhang ◽  
David E. Block
Keyword(s):  
Data Mining ◽  
Experimental Design ◽  
Design Approach ◽  
Nonlinear Experimental Design ◽  
Improved Performance

scholarly journals Exploring bio-parametric solution-based design process for an ephemeral pavilion

2021 ◽  
Vol 17 (1) ◽  
pp. 65-79
Author(s):  
Elton Cristovão da Silva Lima ◽  
Cristina Matsunaga ◽  
Leticia Teixeira Mendes
Keyword(s):  
Experimental Design ◽  
Design Process ◽  
Parametric Design ◽  
Anatomical Study ◽  
Parametric Model ◽  
Design Approach ◽  
Sartorius Muscle ◽  
Parametric Solution ◽  
Medial Rotation ◽  
Lateral Rotation

This research proposes an experimental design approach to design an ephemeral pavilion located at the Serpentine Gallery in London. The Serpentine Pavilions Programme functions as an experimentation laboratory and, at the same time, public and event spaces, enabling architects to expose their projects and work methodologies. Thus, the methods of Biomimicry and Parametric Design were combined to develop the pavilion. While the first one was used to create an ephemeral pavilion based on the Sartorius muscle, the second was responsible for generating the parametric model from a fast and intuitive manipulation code capable of exploring shape variations. This work explores the solution-based method approached by Badarnah (2012) based on a predefined problem (the pavilion project) and only after that seek some natural inspiration. Firstly, it was investigated the anatomy of the Sartorius muscle. Subsequently, with the domain of the solution, the parametric insertion of the shape was computationally performed. The anatomical study of the sartorius muscle revealed functions such as flexion, abduction, lateral rotation of the thigh, and medial rotation of the knee. Thus, the architectural choices reflect both its narrow and elongated morphology of the muscle and flexibility and rotation aspects. The pavilion also considered the previous Serpentine Pavilions regarding attributes such as area, height, and materials, which with other parameters may be changed using the code implemented in Grasshopper.

Preparation of ZrO2 and ZrO2–TiO2 microspheres by the sol–gel method and an experimental design approach to their strontium adsorption behaviours

2010 ◽  
Vol 161 (1-2) ◽  
pp. 151-160 ◽  
Author(s):  
Hüseyin Tel ◽  
Yüksel Altaş ◽  
Meral Eral ◽  
Şenol Sert ◽  
Berkan Çetinkaya ◽  
...  
Keyword(s):  
Experimental Design ◽  
Sol Gel ◽  
Design Approach ◽  
Gel Method ◽  
Sol Gel Method ◽  
Tio2 Microspheres
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