Variability of iron ore flow properties and probabilistic envelopes for the design of industrial hoppers

The flow design of silos and hoppers for iron ore is traditionally based on a single sample deemed representative, a fragile assumption for Brazilian deposits, where the lithological transition and the variation of moisture content compromise the adequate flow condition in the hopper. This work quantifies the variability of the flow properties of fourteen iron ore products (mineral provinces in northern and southeastern Brazil and port environment), based on a database of 33 Jenike shear cell tests, and presents the Geometallurgical Probabilistic Design Method (GPDM), which extracts, per consolidation stress class, the 80th percentile (P80) of the flow resistance variables and the 20th percentile (P20) of the bulk density. The unconfined yield strength increased by 25% to 31% with moisture, and the envelope covered a product excluded from the database with a conservative margin of 12% in the critical outlet dimension. The application to the Mine 1 wagon loader demonstrated the geometric conformity of the buffer and dosing hoppers. The GPDM converts geometallurgical variability into auditable design parameters from the early engineering phases onward.

Authors

Institutions

Publication Details

Journal
Tecnologia em Metalurgia Materiais e Mineração
Published
2026-11-06
DOI
https://doi.org/10.4322/2176-1523.20263491
Primary Topic
Granular flow and fluidized beds
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
article

Variability of iron ore flow properties and probabilistic envelopes for the design of industrial hoppers

Carlito Calil, Roberto Galéry, Joseph Oliveira Silva
Tecnologia em Metalurgia Materiais e Mineração
Granular flow and fluidized beds
article

Variability of iron ore flow properties and probabilistic envelopes for the design of industrial hoppers

Carlito Calil, Roberto Galéry, Joseph Oliveira Silva
article en

Abstract

The flow design of silos and hoppers for iron ore is traditionally based on a single sample deemed representative, a fragile assumption for Brazilian deposits, where the lithological transition and the variation of moisture content compromise the adequate flow condition in the hopper. This work quantifies the variability of the flow properties of fourteen iron ore products (mineral provinces in northern and southeastern Brazil and port environment), based on a database of 33 Jenike shear cell tests, and presents the Geometallurgical Probabilistic Design Method (GPDM), which extracts, per consolidation stress class, the 80th percentile (P80) of the flow resistance variables and the 20th percentile (P20) of the bulk density. The unconfined yield strength increased by 25% to 31% with moisture, and the envelope covered a product excluded from the database with a conservative margin of 12% in the critical outlet dimension. The application to the Mine 1 wagon loader demonstrated the geometric conformity of the buffer and dosing hoppers. The GPDM converts geometallurgical variability into auditable design parameters from the early engineering phases onward.

Tecnologia em Metalurgia Materiais e MineraçãoVol. 23
Universidade Federal de Minas Gerais (BR)
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior, Conselho Nacional de Desenvolvimento Científico e Tecnológico, Fundação de Amparo à Pesquisa do Estado de Minas Gerais
Industry, innovation and infrastructure
Openalex Percentile: Top 24%
Granular flow and fluidized beds
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon