Primary Metal

Industries in the Primary Metal Manufacturing subsector smelt and/or refine ferrous and nonferrous metals from ore, pig or scrap, using electrometallurgical and other process metallurgical techniques. Establishments in this subsector also manufacture metal alloys and superalloys by introducing other chemical elements to pure metals. The output of smelting and refining, usually in ingot form, is used in rolling, drawing, and extruding operations to make sheet, strip, bar, rod, or wire, and in molten form to make castings and other basic metal products.

Assembly Line

China’s Baowu Launches Self-Developed AI Tool for Steel Industry

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🔖 Topics: Large Language Model, Foundation Model

🏭 Vertical: Primary Metal

🏢 Organizations: Baowu


Chinese steel giant China Baowu Group yesterday unveiled its first large language model for the steel sector, which increases efficiency and refines operations across key links of the steel industrial chain, raising the bar for vertical artificial intelligence models in the country.

xIn³Plat is made up of a three-tier architecture comprising a foundational model, an industry-specific vertical model and an application scenario domain model, the Shanghai-based firm said on its WeChat account yesterday.

It covers key areas in the R&D, production, operations, and services of the steel industry, it said. This includes lean manufacturing, refined management of operations, precise services in production and sales, intelligent maintenance services as well as green, low-carbon and energy-saving scenarios.

Baowu’s AI tool has achieved a 30 percent increase in R&D efficiency. And in terms of lean manufacturing, the increase in annual efficiency of a production line where the LLM was adopted has topped CNY10 million (USD1.4 million), and the results were significantly better than when using manual processes.

Read more at Yicai Global

China's Baosteel to boost investment in steel plate in Saudi to $1 billion

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🔖 Topics: Partnership

🏭 Vertical: Primary Metal

🏢 Organizations: Baosteel, Aramco


China’s biggest listed steelmaker, Baoshan Iron and Steel Co, said on Thursday that it will more than double its investment in a steel plate joint venture in Saudi Arabia to $1 billion from around $437.5 million previously.

Baosteel, a subsidiary of the world’s largest steelmaker China Baowu Steel Group, signed agreements in May with Saudi Aramco and the Saudi Public Investment Fund (PIF) to build a steel plate manufacturing joint venture.

Baosteel holds 50% in the joint venture, while Saudi Aramco and PIF will take 25% stake each.

Read more at Reuters

A new way to decarbonise steelmaking - BioIron

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🏭 Vertical: Primary Metal

🏢 Organizations: Rio Tinto, University of Nottingham, Metso, Sedgman Onyx


BioIron™ uses raw biomass and microwave energy instead of coal to convert Pilbara iron ore to iron and has the potential to support low carbon dioxide (CO2) steelmaking. Our modelling shows that when combined with renewable energy and carbon-circulation by fast-growing biomass, BioIron™ has the potential to reduce CO2 emissions by up to 95% compared with the current blast furnace method.

We have proven the process works at a small-scale pilot plant, and now we’re planning to test it on a larger scale at our new BioIron™ Research & Development Facility. The development of the BioIron Research and Development Facility in the Rockingham Strategic Industrial Area, south of Perth, follows successful trials of the innovative ironmaking process in a small-scale pilot plant in Germany.

The BioIron facility will include a pilot plant that will be ten times bigger than its predecessor in Germany. It will also be the first time the innovative steelmaking process has been tested at a semi-industrial scale, capable of producing one tonne of direct reduced iron per hour. It will provide the required data to assess further scaling of the technology to a larger demonstration plant.

The plant has been designed in collaboration with University of Nottingham, Metso Corporation and Western Australian engineering company Sedgman Onyx. Fabrication of the equipment will begin this year, with commissioning expected in 2026. These works are expected to support up to 60 construction jobs.

Read more at Rio Tinto News

Making steel with electricity

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✍️ Author: Zach Winn

🔖 Topics: Electrolysis

🏭 Vertical: Primary Metal

🏢 Organizations: Boston Metal, MIT


Boston Metal is seeking to clean up the steelmaking industry using an electrochemical process called molten oxide electrolysis (MOE), which eliminates many steps in steelmaking and releases oxygen as its sole byproduct.

Boston Metal’s molten oxide electrolysis process takes place in modular MOE cells, each the size of a school bus. Iron ore rock is fed into the cell, which contains the cathode (the negative terminal of the MOE cell) and an anode immersed in a liquid electrolyte. The anode is inert, meaning it doesn’t dissolve in the electrolyte or take part in the reaction other than serving as the positive terminal. When electricity runs between the anode and cathode and the cell reaches around 1,600 degrees Celsius, the iron oxide bonds in the ore are split, producing pure liquid metal at the bottom that can be tapped. The byproduct of the reaction is oxygen, and the process doesn’t require water, hazardous chemicals, or precious-metal catalysts.

The production of each cell depends on the size of its current. Lambotte says with about 600,000 amps, each cell could produce up to 10 tons of metal every day. Steelmakers would license Boston Metal’s technology and deploy as many cells as needed to reach their production targets.

Read more at MIT News

Special steel plant in Kapfenberg: workplace of the future

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🏭 Vertical: Primary Metal

🏢 Organizations: voestalpine


Procedures, working methods, systems, processes, control, collaboration: a lot is new at the Kapfenberg special steel plant. In the old plant, work was spread out over several stations, but now many people can work together in one room: melters, crane operators, plant operators. Technology and control are centralized in one place. The use of robots and manipulators means less physical effort, but digitalization comes with other challenges.

Read more at voestalpine Blog

UO researchers use electrochemistry to decarbonize iron production

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🏭 Vertical: Primary Metal

🏢 Organizations: University of Oregon


Using electrochemistry, University of Oregon researchers have developed a way to make iron metal for steel production without burning fossil fuels. The series of chemical reactions turns saltwater and iron oxide — cheap and abundant ingredients — into pure iron metal.

If scaled up, the process could help decarbonize one of the largest and most emissions-intensive industries worldwide. It might someday replace the carbon-spewing industrial blast furnaces currently used to produce the iron that feeds steel manufacturing. Importantly, the byproducts of the chemical reaction can all be repurposed. The sodium hydroxide that’s generated can go back into the reactor or be collected and used in carbon-capture technology. And chlorine is valuable in other industrial processes.

Read more at Around UO

The trillion-dollar quest to make green steel

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✍️ Author: Maria Gallucci

🏭 Vertical: Primary Metal

🏢 Organizations: US Steel, Cleveland-Cliffs, H2 Green Steel, HBIS Group, Electra, Boston Metal


But the main explanation for steel’s giant carbon footprint is that, globally, most steel is still made by heating fossil fuels to turn raw iron ore into finished metal — a process that generates 90 percent of CO2 emissions from steel, along with a toxic soup of heavy metals and air pollution. While recycled steel can displace some of the demand for “primary” steel, it doesn’t diminish the need to clean up or replace coal-fueled furnaces.

Most likely, that shift will include using hydrogen to process iron ore for steelmaking. Only one facility in the world is currently doing this at any meaningful scale: the $180 million Hybrit project in Sweden. However, dozens of projects involving hydrogen are in various stages of development worldwide. Sweden’s H2 Green Steel recently raised $1.6 billion to build the world’s first large-scale, hydrogen-fueled plant, while Chinese steelmaker HBIS Group said it produced its first batch of hydrogen-infused iron.

Undoubtedly, the steel industry’s transformation will require countries to build significantly more renewable energy capacity, both to power electricity-driven furnaces and to produce “green” hydrogen, of which very little is available today worldwide. Down the line, next-generation technologies developed by startups such as Electra and Boston Metal could make it cheaper and easier to produce green steel. All told, decarbonizing iron and steel is expected to require $1.4 trillion of investment by midcentury.

In 2021, three years after construction began, the Hybrit plant successfully produced the world’s first steel reduced by 100 percent fossil-free hydrogen,” which it delivered to Swedish automaker Volvo Group. To date, Pei said the facility has produced about 2,000 metric tons of DRI, also known as “sponge iron.” For comparison, that’s roughly the average amount of steel needed to make over 2,200 cars.

Read more at Canary Media

🗜️ Can OES Provide Inclusion Analysis during Steel Production?

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✍️ Author: Wilhelm Sanders

🔖 Topics: Nondestructive Test

🏭 Vertical: Primary Metal

🏢 Organizations: Thermo Fisher


Non-metallic inclusions are of considerable importance for the steel industry due to the dramatic influence that even small amounts of them may have on properties, mechanical and otherwise, of the metal or on the production process itself. Inclusions can have positive effects and may increase the value of the steel, but most often inclusions signify quality problems and reduced value.

The modern reference for inclusion analysis is the SEM/EDX (scanning electron microscope coupled with energy dispersive X-ray fluorescence spectroscopy). This analytical process takes typically several hours, including sample preparation and interpretation, which is far too long to be applicable to production control.

Within recent years we’ve seen the development of extremely fast and economical OES (optical emission spectrometry) methods which are able to provide inclusion information even during the steel production process. The method uses the principle of Single Spark Acquisition (SSA), where signals from the individual “single sparks” are not summed as in conventional OES acquisition, but processed with special algorithms.

Read more at Thermo Fisher Blog

Lift: Advanced, automated metal forming, controls, training, optimization

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✍️ Author: Mark T Hoske

🔖 Topics: Industrial Robot

🏭 Vertical: Primary Metal


Advanced manufacturing techniques are advancing and on display at Lift in Detroit. Lift is operated by the American Lightweight Materials Manufacturing Innovation Institute (ALMMII). Lift is a public-private partnership among the U.S. Department of Defense, industry and academia, and it is part of the national network of manufacturing innovation institutes. Major participants in the Lift facility include Hexagon, Kearney, Siemens, U.S. Department of Defense and Department of Commerce.

Others, such as ABB, Fanuc and Festo, have supplied equipment to the advanced manufacturing demonstration and training facility. Siemens experts Tom Hoffman, Drew Whitney, Ed Chenhalls, Isaac Sislo, Matt Sislo and Alec Hopkins provided the Lift tour and information on April 13, during the Manufacturing in America event, in Detroit. The Siemens area at Lift headquarters can hold about 50 people for workshops on topics such as digital threads, digital twins, simulation, automation, controls, design, maintenance and industrial machinery.

Read more at Control Engineering

HBIS is producing DRI by using more than 60% of hydrogen

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🏭 Vertical: Primary Metal

🏢 Organizations: HBIS, Tenova, Danieli


Chinese HBZX High Tech, part of Hebei Iron & Steel Group – HBIS, is the first worldwide steelmaker producing DRI using more than 60% Hydrogen in the feed gas mix, on industrial basis. This happened at the HBZX plant, in Xuan Hua, Zhangjiakou, Hebei province, where a new, 600,000 tpy, Zero Reformer, ENERGIRON® direct reduction plant has been supplied and achieved continuous, stable, and safely production with outstanding quality.

This is an outstanding achievement, since the plant is the first hydrogen-enriched gas-powered DRI industrial production facility in the world and represents a significant accomplishment for the Chinese steel industry, being also the first green gas-based DRI plant in the country, paving the way to the transition from the carbon-based BF route to gas-based DRI technology and electric steelmaking.

Read more at Tenova Newsroom

Manufacturing Process Innovations: A “Bessemer Moment” For Titanium?

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✍️ Author: Willy Shih

🏭 Vertical: Primary Metal

🏢 Organizations: IperionX


I had called Taso to talk about their process innovation for making titanium. It is a new method that uses hydrogen instead of carbon: hydrogen assisted metallothermic reduction (HAMR). HAMR promises to be both environmentally friendly as well as much lower cost, what Arima calls titanium’s “Bessemer moment.” The process was developed by metallurgist and Professor of Metallurgical Engineering at the University of Utah, Dr. Z. Zak Fang, under the sponsorship of the U.S. Department of Energy’s ARPA-E program, their version of DARPA. The HAMR process uses half the energy, cuts emissions by more than 30% (and to potentially zero if using renewable energy) to power the furnaces. It substantially reduces the cost of producing titanium. The majority of savings come from eliminating both the chlorination step and the vacuum distillation.

Read more at Forbes

The business of sustainability in steelmaking

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✍️ Author: Jim Montague

🔖 Topics: Sustainability

🏭 Vertical: Primary Metal

🏢 Organizations: ArcelorMittal, Schneider Electric


These upgrades at the Train 2 plant allowed ArcelorMittal to save 15-20% on installation, reduce downtime by 5-10%, save 170 equivalent metric tons of CO2, and prevent reprocessing 26 tons of materials. Sensor-based equipment condition monitoring also let the steelmaker’s staff track energy use and identify potential faults before they cause downtime. These improvements also increase the facility’s installation reliability, energy efficiency, personnel safety and equipment life with predictive maintenance.

Read more at Control Global

We Recycle More Steel Than Plastic. Why Does It Still Pollute So Much?

AI-based operational excellence in steel manufacturing

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✍️ Author: Shreebhooshan B

🏭 Vertical: Primary Metal

🏢 Organizations: Falkonry


Modern steelmaking is heavily instrumented with several process parameters being monitored, yet there are limited operational insights available in real-time. Take, for instance, the continuous casting process − a facility producing 150 tonnes per hour can generate over US$5 million per day in production revenue, assuming current steel prices. Conversely, a single day of lost production is equivalent to US$5 million worth of losses. Therefore, a manufacturer can unlock tremendous value by eliminating these unscheduled production downtimes.

Casting molten steel, unsurprisingly, is hard on heavy equipment. Components wear under harsh conditions leading to failures or adverse product quality. Early detection of such conditions could warn the maintenance and production managers to schedule repairs before failures occur. Applying advanced analytics to machine and process data can help in predicting such unwanted events. Data-science projects are often designed for specific use cases thereby limiting the scope and interoperability of the model. The approach faces challenges in terms of model sustenance in production and scalability across use-cases or plants.

Read more at Falkonry Blog

Condition monitoring in steel mills: 3 fault detections

Thermal Process Modeling to Save Energy

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✍️ Authors: V. Mendoza, J. Gonzalez

🔖 Topics: energy consumption, finite element method

🏭 Vertical: Primary Metal

🏢 Organizations: Carpenter Technology


The thermal schedule for heating workpieces is often determined by simple rules and experience in industrial production. Thus, a finite element method (FEM) based simulation of heating ingots in heat treatment furnaces is of great importance to thermal optimization. FEM modeling allows for the prediction and control of temperature uniformity — and ultimately microstructure, residual stresses, workpiece properties, and reducing energy consumption.

Read more at Carpenter Technology Blog

Optimizing manufacturing processing and quality management with digital twins, IIoT

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🔖 Topics: Digital Twin, IIoT, Quality Management System

🏭 Vertical: Primary Metal

🏢 Organizations: Industrial Internet Consortium


The application of IIoT and digital twin technologies in production process and quality management in steel production processes with the following characteristics:

  • Integrate process design data, quality specification data, equipment operational real time data, quality measurement data into a holistic end-to-end closed-loop system, enabling comprehensive online monitoring and analytics of production process and supporting product quality traceability.
  • Combine digital twin and Industrial Internet technology seamlessly into a holistic platform to support such an application.
  • Enable digital twin for both equipment and product alike, dynamically bind product digital twins with equipment digital twins to enabling product process and quality online tracking, monitoring and traceability.
  • Combine online data and analytic technologies with Lean management and Six Sigma concepts and best practice for production process and quality management, creating a digital Lean capability.

Read more at Plant Engineering

Advanced analytics of sinter plant operations to minimise particulate emissions

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✍️ Author: Matthew Thomas

🔖 Topics: Sinter Process

🏭 Vertical: Primary Metal

🏢 Organizations: Swansea University, Tata Steel


Advanced Analytics of Sinter Plant Operationsto Minimise Particulate Emissions(PM). Use of data analysis techniques to improve understanding of the process and correlate process parameters and raw materialsto PM emissions and to identify areas of opportunity to decrease PM to the local community. Understand the effects of chemistry upon performance, focusing on reduced chlorides by treatment of reverts, effects on sinter quality and design/implementing new sinter process filter system technology on a laboratory scale to capture and measure PM emissions.

Read more at M2A Coated

U.S. Steel Gains AI Know-How in Big River Deal

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✍️ Author: John McCormick

🏭 Vertical: Primary Metal

🏢 Organizations: US Steel, Noodle AI


By investing in Big River, which began operating in 2017, U.S. Steel gains access to the technology and know-how for producing sheet steel from melting scrap in an electric furnace. The deal is expected to make U.S. Steel more cost-competitive with rivals, including Nucor Corp. and Steel Dynamics Inc., that use electric furnaces to turn scrap metal into steel.

The plant’s AI system, designed by San Francisco technology firm Noodle Analytics Inc., uses deep learning and neural networks. It was designed to continually train algorithms on data captured by thousands of sensors.

The data can be useful in a number of ways, from spotting problems with production and quality to helping sequence the production of various grades and sizes of steel in the most efficient manner. The system can also help conserve energy consumption beyond what the plant gets per its utility contract, maximizing the amount of surplus power it can sell.

Read more at Wall Street Journal