Simulation and Predictions in the Decision Making of Conditional Maintenance in Equipment of the Mining Industry

Simulation and Predictions in the Decision Making of Conditional Maintenance in Equipment of the Mining Industry

Creation of a program capable of assisting an engineer in making decisions regarding predictive maintenance.

Artificial Intelligence, Modern Code

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Oi, gente :)

Hi, my name is Jefferson Felipe Azevedo, I am from Maraba, in Brazil. I am currently using Machine Learning and Data Science to create a program capable of predicting the unsteady condition of a particular machine. As a parameter, I'm using the time data of Vale's off-road trucks. But I believe that the program works for any machine since some parameters are modified in the code.

-Currently the focus is to solve the large amount of expenses with unnecessary maintenance.

-Me and my project partner, Jadson da Cruz, have already made a forecast until 2019 and the mathematical model used in the code converged with reality.

-We are using the latest stable version of Python - 3.6.3

We are very happy with the results and what we can do. Any questions or concerns can speak directly to me. Hugs, guys

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Jefferson F. created project Simulation and Predictions in the Decision Making of Conditional Maintenance in Equipment of the Mining Industry

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Simulation and Predictions in the Decision Making of Conditional Maintenance in Equipment of the Mining Industry

Oi, gente :)

Hi, my name is Jefferson Felipe Azevedo, I am from Maraba, in Brazil. I am currently using Machine Learning and Data Science to create a program capable of predicting the unsteady condition of a particular machine. As a parameter, I'm using the time data of Vale's off-road trucks. But I believe that the program works for any machine since some parameters are modified in the code.

-Currently the focus is to solve the large amount of expenses with unnecessary maintenance.

-Me and my project partner, Jadson da Cruz, have already made a forecast until 2019 and the mathematical model used in the code converged with reality.

-We are using the latest stable version of Python - 3.6.3

We are very happy with the results and what we can do. Any questions or concerns can speak directly to me. Hugs, guys

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