A SAG Mill Simulation Platform Enabling Reinforcement Learning Control Evaluation by ITV and AI Center Canada

Autor(es): VARGAS, Thomás; SACRAMENTO, Carlos; COTA, Luciano; EUZÉBIO, Thiago; MANICKAM, Bala; KUMAR, Ashish
Resumo: (EN) Simulation platforms enables fast and secure development and testing of control strategies, also minimizing work time and investments. ITV and AI Center have worked together to provide a reliable platform for testing Deep Reinforcement Learning control algorithms in mineral processing plants’ digital models. This document describes a SAG milling circuit simulation (running in Brazil) and how it can communicate in real-time with the DRL algorithms (running in Canada).
Ano: 2020
Páginas: 20 p.
DOI: 10.29223/PROD.TEC.ITV.MI.2020.24.Vargas
Ano de publicação: 2020
Tipo de relatório: Parcial/ Disponível apenas Sumário "Uso Restrito"
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