Tag Archives: Malmberget

Visualising the future of particle measurements with 3DPM

The 3DPM vision system has had quite a journey. Since the first prototype was installed at LKAB’s Malmberget iron ore to help the miner optimise its pellet production, the system has helped ‘settle the argument’ between mine and mill at base metal mines in Europe and improve the quality of coke being fed to blast furnaces in Japan.

The future looks bright too, with the potential for the system to play a major role in the automation of mine process plants.

Users of 3DPM have seen the importance of having a high-quality vision system that can measure material from a few millimetres to as big as 300 mm in size at relatively high speeds on conveyor belts.

Matthew Thurley, Principal Scientist at Innovative Machine Vision and one of the inventors of the system, has seen the system evolve at the same time as the industry’s understanding of orebody characterisation has grown.

Sweden-based MBV Systems was involved from the beginning on the system, working in partnership with Thurley during his time at Lulea University. It was a three-way collaboration between the university, the SME, and mining companies that got the product to market.

3DPM stands for three-dimensional particle measurement. The system consists of high-performance hardware for 3D scanning of particles and state-of-the-art software for analysis of the size and distribution of particles on a conveyor belt.

“Each system is optimised regarding the hardware and software to best fit each individual installation site and customer preference,” MBV Systems said. “A few examples include OPC communication, heating options to allow functionality in freezing environments, bulk volume calculation, rock bolt detection, and alarm triggering on oversize material.”

Back in 2006, the system installed at Malmberget was very different.

Thurley said the physical hardware, mounted above a conveyor, was pieced together to function properly, but required integration of many individual parts which was hard to maintain.

Still, it provided the iron ore miner with a detailed particle size distribution down to mm-size classes of its high-grade iron ore pellets.

And, in the 14 years since first installation, the principle of the system has remained: to provide increased knowledge of particle size distribution to generate value in, for instance, crusher/mill control, blast furnace effectiveness, process optimisation, or process knowledge.

As more companies have become familiar with the system, the advanced features such as algorithms to detect fines and partially embedded particles have come to the fore. The hardware has been reinforced for rough environments with IP65 rating and the need for very low maintenance even when running 24/7.

This has meant the system has potential in projects focused on improved quality control, automation and process control; three topics the industry is looking at to improve its bottom line, increase its revenues and remove people from operations.

MBV Systems said: “Our customers, who are already highly automated, must continually make their operations more efficient and reduce costs in increasingly tougher international competition. MBV Systems’ machine vision systems constitute a decisive factor for higher productivity, improved efficiency and for complete quality control.”

LKAB started using the system more than 10 years ago. Over that timeframe, the system won many admirers.

Boliden is a big fan of 3DPM, with installations at its Garpenberg, Aitik and Tara operations.

Earlier this year, the miner decided to install another 3DPM system at Garpenberg, four years after the first system was delivered to the Aitik mine to help boost process knowledge and control strategies for crushers and grinding mills.

The way the Sweden-based miner has applied this technology makes for a great case study, according to Thurley.

At Tara, the system is being used for increased process knowledge – “settling the argument between mine and mill”, Thurley says – while, at Garpenberg, the vision system is being leveraged to detect boulders and rock bolts online in a safe way.

This shows 3DPM can be used for multiple purposes.

Such flexibility is down to the system’s ability to provide full size distribution measurements from 0-300 mm and the use of newer algorithms, with the accuracy dependent on the speed of the conveyor belt and the target size of the material under scrutiny.

One of the differentiating factors of 3DPM compared with other vision systems – many of which are now used within ore sorting projects – is the ability to provide a good 3D data profile of the surface of the rock mass. This helps distinguish between rocks and fines, for instance, even when the two are interwoven.

“With the system, we can classify fines and embedded rocks,” Thurley explained. “In other systems, fines may be mistaken for large ‘rocks’ and significantly skew the measured size distribution resulting in bad data and bad decision making.”

This is particularly important in operations that produce several products within one mine – for instance iron ore lump and fines – ensuring that the correct product ends up in the correct stockpile.

The vision system can be tailored to each application.

“At a pigment producer, for instance, we are looking for material that is 3 mm in size,” Thurley said. “In order to carry out that sort of classification, we use the latest technology to measure 3D points at 0.3 mm resolution.”

Typically, visualisation down to this size of material is not required in mining operations, where the company is really competing with batch ‘mine-to-mill’ ore characterisation studies carried out through sieving or some type of other manual process. Such classification can work well for that ‘sample’ but can be misrepresentative depending on the orebody’s heterogeneity.

“3DPM can, instead, provide an end-to-end analysis that can now start to be used as a decision-making tool,” Thurley said.

Analysis of the ore coming through just after blasting can help provide the reconciliation tool miners require to check how effective the blasting practice is, for instance, helping provide the “pre-crusher size distribution feedback much earlier in the value chain”, he said.

With the incorporation of new software and camera technology, the company is expecting more complex analysis to be carried out on bigger amounts of material, according to Thurley.

“These new technologies will allow us to analyse material on a conveyor belt going at 6 m/s where the previous generation was limited at around 2 m/s,” he said.

This could open opportunities at much bigger operations – some large copper or iron ore mines, for instance – as well as automated plants of the future.

It is not farfetched to see the system operating in the same blasting reconciliation position but providing crusher operators with the analysis required to optimise operations ahead of receiving the material.

Moving one step further, it could provide the same information to a system that operates autonomously.

“This could eventually lead to automatic control of the crusher,” Thurley said.

SSAB, LKAB and Vattenfall plot HYBRIT pilot production pathway

SSAB, LKAB and Vattenfall are taking another important step in their fossil-free steelmaking journey with preparations now underway for the construction of a demonstration plant on an industrial scale for its HYBRIT initiative.

The companies have also started consultations for deciding on placement of this demo plant in Norrbotten, Sweden.

The objective of the joint venture HYBRIT project is to develop the world’s first fossil-free, ore-based steelmaking process. The by-product of using fossil-free electricity and hydrogen in steelmaking, instead of coke and coal, will be water, instead of carbon dioxide. The partners believe the initiative has the potential to reduce Sweden’s total carbon dioxide emissions by 10%, hence the reason the Swedish Energy Agency has granted financial support for the project.

The plan is for construction of the demonstration plant to start in 2023, with the goal of taking the plant into operation in 2025.

“The intention is to be able to demonstrate full-scale production with a capacity of just over 1 Mt/y of iron per year, ie 20% of LKAB’s total processing capacity at Malmberget and almost half of the production capacity of SSAB’s blast furnace in Luleå,” the company said. “The goal is to be first in the world to produce fossil-free steel as early as 2026.”

HYBRIT is now starting an investigation into the selection of a location for the demonstration plant. Parallel consultations are being launched at two sites in Sweden: the Vitåfors industrial estate in Gällivare Municipality, where LKAB has mining operations, and the Svartön industrial estate in Luleå, where facilities including SSAB’s steel mill and LKAB’s ore port are located.

“The purpose is to consult and conduct an open dialogue about the location and design of the plant ahead of the upcoming selection of the site and permit application,” the companies said. “Consultation with government agencies, organisations and the public will begin in June and conclude in September 2020.”

The choice of location will have a major impact on future competitiveness and climate benefits, according to the partners, with investment decisions made once the authorisation procedure and other investigations have been completed.

HYBRIT’s pilot phase will run in parallel with the demonstration phase. In Luleå, the pilot plant for fossil-free steel will be fully constructed during the summer, and preparations are also under way to initiate construction of a temporary hydrogen store to test the technology for storing hydrogen in caverns, the partners said.

Martin Pei, Chief Technical Officer at SSAB and Chairman of HYBRIT, said: “We want to build the plant in Norrbotten. There’s good access to fossil-free electricity and competence here, as well as close collaboration with academia and the community. A demonstration plant for fossil-free iron production would also be positive for growth and jobs in the region, as well as contributing to a major climate benefit.”

Markus Petäjäniemi, Senior Vice President Market and Technology at LKAB, said HYBRIT is an important piece of the “jigsaw puzzle” in a green transition, in which we want to “climate-optimise” the whole chain from mine to finished steel by the year 2045.

“We want Norrbotten to be a world-leading arena for innovation and a centre of knowledge for the global mining and minerals sector,” he added.

HYBRIT fossil-free steelmaking project moves forward with biofuel plant build

A joint initiative between LKAB, SSAB and Vattenfall to develop the world’s first fossil-free steelmaking process is gaining momentum, with construction of a biofuel-based pelletising plant shortly beginning at the iron ore miner’s Malmberget site, in Sweden.

This “world-unique test facility”, a key component of the HYBRIT initiative, will see fossil fuels replaced with biofuel to achieve fossil-free production of iron ore pellets.

The aim of HYBRIT, which is supported by the Swedish Energy Agency, is to develop a process for fossil-free steelmaking by 2035.

In 2018, the Swedish Energy Agency announced it would contribute funding amounting to more than SEK500 million ($54 million) towards the pilot-scale development of an industrial process, with three owners, LKAB, SSAB and Vattenfall, each contributing a third of the outstanding capital for the project.

LKAB said: “Fossil-free steel production starts at the mine and LKAB is working hard to determine the design of the next generation of pelletising plants.”

Back in October, Tenova HYL was contracted by HYBRIT to supply its direct reduced iron solution as part of the project.

The biofuel-based plant, to be built near to LKAB’s Malmberget iron ore mine, will cost in the region of SEK80 million.

“Testing a bio-oil system is part of the pilot phase and the objective is to convert one of LKAB’s pelletising plants from fossil fuel to 100% renewable fuel,” the company said. “This means that fossil-generated carbon dioxide emissions from the Malmberget operation will be reduced by up to 40% during the test period, which corresponds to about 60,000 t/y. Eventually, LKAB hopes to achieve totally carbon-dioxide-free pellet production.”

Jan Moström, LKAB’s President and CEO, said: “Within HYBRIT, LKAB is examining options for replacing the heating technologies used in the pellet process, which are the heart of our processing plants. In parallel, trials will be conducted in an experimental facility in Luleå using an alternative heating technology. Trials will determine whether new biofuels and plasma burners will work in the unique setting of a pellet plant. Ultimately, this will make LKAB’s iron ore pellets completely carbon-dioxide-free.”

The global iron and steel industry is one of the industrial sectors whose processes emit the most carbon dioxide, according to LKAB. “A growing population, in combination with greater urbanisation, means that demand for steel will continue to grow until 2050. If the HYBRIT initiative succeeds, Sweden’s carbon dioxide emissions will decrease by 10%,” the company said.

Mårten Görnerup, CEO, Hybrit Development AB, said: “The initiative is decisive for Sweden’s ability to meet the targets set out in the Paris Agreement and nationally, and it is our contribution to battling climate change. Fossil-free production of iron ore pellets is an important step towards reaching these goals.”

Following a pre-study conducted in 2016–2017, the first sod was turned in 2018 for a pilot plant for hydrogen-based reduction of iron ore in Luleå, Sweden. This plant, expected to be completed in 2020, will be used to test processes downstream from the pelletising plant. The investment in a pilot-plant for bio-oil in Malmberget, which is an important milestone for HYBRIT and the development of fossil-free pellet production, is expected to be completed by 2020. The first tests will be conducted up to 2021.

Magnus Hall, President and CEO, Vattenfall, said: “Our partnership with SSAB and LKAB is playing a very important role in the electrification of the industry and the development of fossil-free hydrogen to enable a fossil-free life within a generation.”

Martin Lindqvist, CEO and President of SSAB, said the partners are on their way to a revolutionary technical advancement, “showing the world that it is possible to produce steel without producing carbon dioxide emissions”.

He added: “Work is proceeding according to schedule and I am confident that we will succeed. As a first step toward creating a fossil-free SSAB, we have decided to switch to an electric arc furnace in Oxelösund. This will entail decommissioning both blast furnaces in around 2025 and will reduce our CO2 emissions in Sweden by around 25%,” he said.

The primary goal of HYBRIT is to eliminate fossil-generated carbon dioxide emissions and thereby stop the net increase in carbon dioxide in the atmosphere. This will be done by converting to renewable fuel.

In the next step, LKAB’s vision is to fully eliminate carbon dioxide emissions from the pelletising plants. LKAB’s iron ore consists largely of magnetite and, even without the use of bio-oil, it already gives the company a big environmental head-start on competitors, according to the company.

Steel produced from 100% LKAB iron ore pellets results in carbon dioxide emissions that are 14% lower when compared to steel manufactured at an average European sinter-based steel mill. “One explanation is that it requires less energy to make pellets from magnetite than from the more commonly occurring hematite. The pellet process currently requires a lot of energy, while a very great amount of heat is released when magnetite is converted to hematite.”