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MATLAB app that can plot the design space and results of a experiment in up to five dimensions (x, y, z, colour and dot size).

HTML 2.16% MATLAB 97.84%
chemistry doe design experiments space experiment graph plot tool dimensions colour colourmap video scatter visulisation 2d 3d 4d 5d optimisation

designspace's Introduction

App created by Thomas Dixon on 06/05/2021, in MATLAB 2020b

This app allows select and plot variables in up to 5 dimensions (x,y,z,colour and dot size) with figures automatically. Please enter data into an excel sheet in the format shown: titles of the variables in the first row and then data (all numbers) in the rows below. Make sure all the rows are filled with data. When the application is opened click the โ€˜loadโ€™ button and select the .xls file of choice. You can then change which experiments (relating to each row in the spreadsheet) and variables (relating to each column title) you would like to plot. To do this, select the items in the list box and either hold down control to select multiple individual items or shift to select multiple items in a row. The colour palette (colourmap for when the dimension is greater than three), default colour (when the number of dimensions is three or less) and line style (for when the dimension is greater than two) can also be modified.

Select debug mode to see which experiment belongs to which, as well as the non-xyz values when observing graphs in the 4th and 5th dimension. You can also invert the colourmap, select the colour pallet (4th and 5th dimensons), select the colour (2nd and 3rd dimensons), select the stem style (3rd, 4th and 5th dimensons) and turn the grid off. There is also an option to record a 'video' of your plot where it plots each point in order given the frames per second (FPS). For example if the FPS is 2, then two points per second will be plotted in the video. Each frame is saved as an individual image in the 'VideoImages' file and will be saved over each time a new plot is made. The program brings up a seperate figure to do this, which can be closed when it has finished.

Enjoy ๐Ÿ˜Š

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