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akalikadien / shell-ai-hackaton-2023

Repo for the agricultural waste challenge of Shell.ai 2023 https://www.shell.com/energy-and-innovation/digitalisation/digital-and-ai-competitions/shell-ai-hackathon-for-sustainable-and-affordable-energy.html
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Placement of biorefineries & depots and optimization #1

Closed akalikadien closed 1 year ago

akalikadien commented 1 year ago

Create framework for placement of depots & biorefineries that takes data for 2 years as input, solves the optimization problem of our cost functions and returns the locations and the pellet/biomass flow

akalikadien commented 1 year ago

Use data of 2016 and 2017 as a starting point for this (since rainfall in 2017 has shown to be highest, which is similar to the conditions in 2019)

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akalikadien commented 1 year ago

Initial approach was pushed in https://github.com/akalikadien/shell-ai-hackaton-2023/commit/fbf3cdf4181b75b382f002258efa326e1a27243a, but the solver returns that the problem is infeasible at the moment. Needs fix in constraints and cost functions I think...