Supply Chain 4.0 Products

Creating combination of material to produce metal alloys for the cheapest price

Creating and testing constraint on metal alloys composition

Considering several materials as a source to create metal alloys best price mix

Extracting data from the internet pages: using requests and API to obtain data

From raw to useful data format: Missing and cleaning data

Summarizing data sets using statistical graphics and data visualization methods

Descriptive and statistical tools and concepts applied to data bases

Using maps to identify patterns and opportunies through maps

Using mathematical models to generate optimal solutions as a reference for decisions

How certain baseline models could be employed as a basis for testing some hypothesis

Using Monte Carlo Simulation to consider uncertainty in each scenario

Comparing multiple alternatives through test of hypothesis