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Projets Ingénieurs

Python Program Development to Optimize the Profitability of Hydroelectric Structures



PI²4 2021-2022 : Industrial Innovation Project for the 4th year of the engineering curriculum ESILV ► https://bit.ly/2NtRKuL

The project aims to realize a python program. This program is based on a multi-agent structure. It aims to optimize the profitability of hydroelectric structures via a simplex.

The program has multiple input data which are: the different levels of the basins, the different flows in and out of the basins, the power range of the structure, the operating range of the structure, the market prices , and their characteristics.

At the end of the program, we obtain the calculation times, the placements on the different markets, and the results of the simplexes.

The program consists of initialization files that allow importing the input data and setting the context of the optimization. These include the initialization of the station, markets, flows and operating ranges. There are also parameter data that must be entered by the user.

As far as the calculation and resolution structure of the program is concerned, we have agents that each represents one hour and contain a lot of information about the state of the environment and the operation of the station during its hour. Then we have four and twenty-four-hour agents that work like the previous agents but on wider time ranges to adapt to the markets. Finally, we have an observer agent that will allow us to manage communication between the agents and to have a global vision of the optimization in progress, which each agent does not have.

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