Flotation separation of lithium–ion battery electrodes predicted by a long short-term memory network using data from physicochemical kinetic simulations and …

A Gomez-Flores, H Park, G Hong, H Nam… - Journal of Industrial …, 2024 - Elsevier
Anode and cathode active materials from spent lithium–ion batteries may be recovered and
potentially used in new batteries to promote recycling and resource circulation. Froth …

Calibration and validation of a cone crusher model with industrial data

RA Duarte, AS Yamashita, MT da Silva, LP Cota… - Minerals, 2021 - mdpi.com
This paper reports the calibration and validation of a cone crusher model using industrial
data. Usually, there are three calibration parameters in the condensed breakage function; by …

Comparison of fuzzy and neural network computing techniques for performance prediction of an industrial copper flotation circuit

I Jovanović, F Nakhaei, D Kržanović, V Conić… - Minerals, 2022 - mdpi.com
This paper presents the development and validation of five different soft computing methods
for flotation performance prediction:(1) two models based on fuzzy logic (Mamdani and …

[HTML][HTML] Continuous adaptation of a digital twin model for a pilot flotation plant

M Ohenoja, A Koistinen, M Hultgren, A Remes… - Minerals …, 2023 - Elsevier
Abstract Model-based methods have a key role in achieving the technical, economical, and
environmental performance improvements of the mineral processing systems. However …

Plant-wide control framework for a grinding mill circuit

JD Le Roux, IK Craig - Industrial & Engineering Chemistry …, 2019 - ACS Publications
This article proposes a generic plant-wide control framework that can be used to develop a
hierarchical control structure (regulatory control, supervisory control, and optimization) to …

New approach for flotation process modelling and simulation

J Yianatos, P Vallejos, R Grau, A Yañez - Minerals Engineering, 2020 - Elsevier
The aim of this work consisted of developing a flotation model based on industrial data from
modern and large mechanical flotation cells (up to 300 m 3). Using industrial data from …

Diagnosis and optimization of gold ore flotation circuit via linear circuit analysis and mass balance simulation

S Han, M Jung, W Lee, S Kim, K Lee, G Lim, HS Jeon… - Minerals, 2021 - mdpi.com
The aim of this study is to diagnose and optimize a closed multistage gold ore flotation circuit
in an operational industrial plant. Linear circuit analysis (LCA), a partition-based model, and …

Fuzzy distributional robust optimization for flotation circuit configurations based on uncertainty theories

Y Liang, D He, X Su, F Wang - Minerals Engineering, 2020 - Elsevier
Fuzzy distributional robust optimization for flotation circuit configurations is proposed to find
optimal flotation circuit configurations based on the distribution profiles of economic …

Fuzzy distributional chance-constrained programming for handling stochastic and epistemic uncertainties during flotation processes

Y Liang, D He, Q Wang, X Lu - Chemical Engineering Research and …, 2020 - Elsevier
During the flotation process, a fuzzy distributional chance-constrained programming
approach is proposed to design the circuit structure, equipment size and operating …

Modeling of Mineral Froth Flotation

MP Schwarz, PJ Witt - Treatise on Process Metallurgy, 2024 - Elsevier
Modeling of mineral froth flotation can be conveniently classified into three types: flowsheet
simulators for circuit modeling, semiempirical modeling for kinetics of individual cells, and …