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Update on artificial intelligence in the cement sector, April 2025
Written by David Perilli, Global Cement
30 April 2025
Anhui Conch Cement held an event in Wuhu, China, this week showcasing its new artificial intelligence (AI) model for the cement sector. The cement company and Huawei started the project in April 2024 with the support of the China Building Materials Federation. The companies say they have now identified over 200 “promising AI application scenarios across 15 categories” across the entire production process from quarrying to packaging and logistics. Conch has set up an AI training centre using the Huawei Cloud Stack product. It is using Huawei’s Pangu prediction, computer vision (CV) and natural language processing (NLP) models to create an AI operating system that integrates central training, edge inference, cloud-edge synergy, continuous learning and ongoing optimisation.
Thankfully Huawei gave some examples of what this actually meant for operators in the real world. The model is able to give real-time recommendations of key quality features enabling the prediction of three-day and 28-day clinker strength. The predicted strength values closely match test results, with deviations within 1MPa and an accuracy rate exceeding 85%. Other benefits include reducing kiln fuel consumption by 1%, monitoring and managing various components and machines along the production line, staff safety gains and creating a ‘smart digital assistant’ that can answer technical questions from employees.
Little of this seems particularly novel, so far, compared to what other companies are already doing in this field. For example, ABB said in early 2022 that it was using machine learning to predict 28-day strength on the day of sampling and in 2023 that it was doing it using production data provided every two - three hours. Another example is the work that Inform does using AI-based software to support logistics for heavy building materials. Plenty of other western-based companies also offer production optimisation and/or predictive maintenance products.
Conch’s use of an NLP model to create a knowledge base assistant does seem new for the cement sector. Although how specific the software running it might be to one business or industrial area remains to be seen. One could easily imagine this kind of product being sold to lots of different kinds of industries in the manner of current enterprise style software. Along these lines though, Juan Beltrán, digital manager of global sales excellence at Holcim, told McKinsey in an interview about Holcim’s pilot project in Spain testing an AI-enabled copilot customer-ordering assistant via WhatsApp.
Recent events in AI for the cement sector include ABB’s agreement to work with UK-based Carbon Re in late 2024. This collaboration was intended to combine ABB's expertise in automation and process control with Carbon Re's AI and machine learning technologies. It followed a pilot at a cement plant in the Czech Republic. On the producer side, Holcim said in mid-2024 that it was preparing to expand the use of AI-based software to 100 production plants by 2028. It noted that it had installed the system at 45 plants so far at the time of this announcement and that it was using a predictive maintenance solution from software supplier C3 AI. Titan Cement said that it had invested in Spain-based AI software supplier Optimitive in February 2025. Then, Cemex announced this week that it too had invested in Optimitive, via its corporate venture capital arm Cemex Ventures. Molins has also worked with Optimitive.
What isn't being disclosed much are the examples of the mistakes of introducing AI into cement production. These are valuable learning opportunities for any company implementing this kind of software. However, the developers and cement producers are extremely unlikely to admit anything publicly. Global Cement Weekly has heard off-the-record information previously about AI projects at cement plants that have gone wrong but we can’t reveal it either. To his credit though Beltrán mentions an incident, in his interview with McKinsey, where the WhatsApp ordering assistant was tricked during testing into almost placing an order for a truck of gazpacho soup!
We’re still watching how AI is being deployed in heavy industries such as cement. The announcement by Conch is exactly the kind of thing its peers are doing around the world. So far what they’ve done is impressive but not unique. Yet, China’s large but shrinking cement sector and its determination to develop its own AI-based software sector may start to deliver more cutting-edge advances in the future. Companies elsewhere are also pressing ahead to find out how AI products will deliver efficiency gains.
Update on China, April 2025
Written by David Perilli, Global Cement
23 April 2025
Sectoral adjustment continued for the cement industry in China in 2024. Now that the financial results from many of the larger China-based cement producers are out it gives Global Cement Weekly a chance to review the world’s biggest cement market. The decline in national output of cement accelerated in 2024 and the results showed this. CNBM summed up the situation as follows: “In 2024, affected by the reduction of real estate investment and the slowdown of infrastructure projects, the cement industry in China was caught in a situation of insufficient demand and aggravated overcapacity.” Output dropped by just under 10% year-on-year to 1.83Bnt in 2024 according to data from the National Bureau of Statistics of China (NBS). This is the fourth consecutive annual decline and the lowest figure the sector has experienced since around 2010.
Graph 1: Cement output in China, 2018 to 2024. Source: National Bureau of Statistics of China.
The China Cement Association’s (CCA) assessment concurred with CNBM. Although it detected a slowing in the decline in the second half of 2024, especially in the fourth quarter. It noted that the country has a production capacity of 1.81Bnt/yr and an estimated clinker utilisation rate of 53% in 2024. Note the large apparent difference this may suggest between the NBS and CCA figures. Data from the NBS for the first quarter of 2025 has shown a slowing of the decline. Output was 331Mt, a fall of just 1.7% year-on-year from the same period in 2023. The CCA’s prediction for 2025 is that cement demand will fall by 5% as the real estate market continues to deflate. However, it expects government-led capacity reduction schemes to start making progress.
Graph 2: Sales revenue from selected Chinese cement producers. Source: Company financial reports.
Graph 3: Sales volumes of cement and clinker from selected Chinese cement producers. Source: Company financial reports.
CNBM’s sales revenue fell by 14% to US$24.8bn in 2024. Sales of its Basic Building Materials segment fell by 23% to US$12.5bn. This was blamed on falling volumes and prices of cement and other heavy building materials. Sales from the group’s two other segments - New Materials and Engineering Technology Services - rose modestly but this wasn’t enough to hold up total group sales. Operating profit from the Basic Building Materials segment decreased by 45% to US$544m. It was a similar picture at Anhui Conch with sales revenue and net profit down by 36% to US$12.4bn and by 25% to US$1.01bn respectively. Notably, CNBM’s sales volumes of cement decreased by 21% to 245Mt in 2024 compared to a decrease of 6.5% to 268Mt by Anhui Conch. This made Anhui Conch the world’s biggest cement company by sales volumes in 2024.
Tangshan Jidong Cement and China Resources Building Materials Technology (CRBMT) both reported a similar situation. Revenue was down and a net loss was reported by the former. Both revenue and net profit were down for the latter. CRBMT said that its cement capacity utilisation rate was 69% in 2024, down from 71% in 2023. This appears to be significantly higher than the national rate mentioned above by the CCA but the company’s regional distribution may be at play here.
Following from recent years, Huaxin Cement bucked the general market trend and its revenue rose modestly to US$4.7bn in 2024. Its net profit still fell by 12.5% to US$330m. Its overseas businesses made the difference. It reported an increase of 37% to 16.2Mt in overseas cement sales with its non-China cement production capacity rising by 8% to 22.5Mt/yr. Milestones include various new or upgraded plant projects in Sub-Saharan Africa capped off by its announcement at the end of 2024 that it was preparing to buy Lafarge Africa. Other cement companies were also keen to promote overseas activity. CNBM said that the first signing of overseas merger and acquisition was achieved in 2024. This is likely to be the purchase of the Djebel El Oust cement plant in Tunisia from Votorantim Cimentos that was completed in late March 2025. Tangshan Jidong Cement acquired the remaining 40% share in South Africa-based Mamba Cement in April 2024.
All of this leaves the cement sector in China still waiting for the market to stabilise. US tariffs seem unlikely to have an effect in any meaningful way unless the general economy is altered. The declining real estate sector and cement production overcapacity are the main drivers at the national level. The CCA expects the real estate market to continue to fall in 2025 although it hopes that government remedy measures will start to show an effect. It is more optimistic about capacity reduction plans. One route towards this is through merger and acquisition activity. In a recent response to investors about industry integration, Huaxin Cement speculated that the sector might consolidate down to 30 companies from around 300 at present. There is clearly still a way to go.
Update on Brazil, April 2025
Written by David Perilli, Global Cement
16 April 2025
It’s been a strong start to 2025 for the Brazilian cement sector. The National Cement Industry Union (SNIC) reported recently that cement sales in the first quarter of 2025 have been the strongest since 2015. Producers sold 15.6Mt in the three month period, a rise of 5.9% year-on-year from 14.7Mt in the same period in 2024.
The result has been attributed to a growing real estate market boosted by housing schemes such as the ongoing Minha Casa Minha Vida programme. SNIC also noted a growing labour market and wage increases, although sales from infrastructure projects failed to keep up. Unfortunately, SNIC is wary of whether the positive news will continue in the second half of 2025. Risks such as interest rates, growing general debt levels and the effects of any potential international trade wars all lie ahead.
Graph 1: Cement production in Brazil, 2017 - 2024. Production estimated for 2024 based on National Cement Industry Union (SNIC) preliminary data on sales. Source: SNIC.
Based on preliminary SNIC data from December 2024, the country likely had its best year in 2024 since the market peaked in the mid-2010s. Cement sales were reported to have risen by 3.9% to 64.7Mt in 2024. Consumption was 73Mt. An estimate of production based on the same rate of growth suggests that cement production may have grown to 69Mt in 2024 from 66.5Mt in 2023.
The three main cement companies - Votorantim Cimentos, InterCement and CSN - each reported domestic earnings growth in 2024. In Votorantim’s case net revenue in Brazil was flat in 2024 at US$1.39bn but its adjusted earnings before interest, taxation, depreciation and amortisation (EBITDA) increased by 4% year-on-year to US$390m supported by higher prices, volumes and lower costs. InterCement has been in a debt resolution process since December 2024, which will be discussed below. Its sales volumes of cement were flat at 8.6Mt and sales revenue fell by 6.6% to US$557m. Yet, adjusted EBITDA rose by 10.2% to US$135m. CSN’s sales volumes of cement increased by 5.9% to 13.5Mt and its cement business sales revenue by 5.7% to US$810m. However, its adjusted EBITDA zoomed ahead by 39.5% to US$231m. The group attributed its higher sales volumes of cement to its strategy of focusing on logistics and distribution centres to target new markets, build market share and boost synergies.
As covered by Global Cement Weekly previously, InterCement has been trying to sell assets since at least the early 2010s. High debt levels have been a problem more recently and the company entered into judicial recovery, a court-led debt recovery process, in December 2024. How this process plays out should inform the nature of any subsequent divestment of assets. InterCement attempted to sell its subsidiary in Argentina, Loma Nega, to CSN in 2024. Unfortunately, this reportedly failed due to the appreciation of Loma Negra and due to disagreements between bondholders and shareholders of parent company Mover, according to the Valor Econômico newspaper. At home in Brazil, Buzzi, CSN, Huaxin Cement, Polimix, Vicat and Votorantim have all been linked to a potential sale of InterCement assets in a piecemeal fashion. Votorantim, in particular, is expected to face opposition from the local competition regulator CADE if it attempted to buy all of InterCement’s cement plants.
It’s positive to see the cement industry in Brazil starting to reach the sales levels last recorded in 2014. SNIC, understandably, isn't taking anything for granted. It’s warned of more modest growth in 2025, compared to the strong opening quarter, with levels forecast to be somewhere between 1 - 1.5%. It says that this will depend on the “evolution of the economy, monetary policy and investments in infrastructure and housing.” It has also warned of “uncertainties arising from the US.” The other big ‘if’ is whether InterCement can actually start selling cement plants in 2025. Time will tell.
US tariffs and the cement sector, April 2025
Written by David Perilli, Global Cement
09 April 2025
President Trump said he was going to do it… and he did. The US announced tariffs on most imports on 2 April 2025 that took effect from 5 April 2025. So, once again, we ask what the consequences of this might be upon the cement sector.
Country | Volume (Mt) | Value (US$m) | Tariff | Added cost (US$m) |
Türkiye | 7.16 | 595.88 | 10% | 59.59 |
Canada | 4.85 | 577.02 | 25% | 144.26 |
Vietnam | 4.17 | 336.70 | 46% | 154.88 |
Mexico | 1.32 | 190.43 | 25% | 47.61 |
Greece | 1.82 | 139.81 | 20% | 27.96 |
Algeria | 0.96 | 86.36 | 30% | 25.91 |
Colombia | 0.86 | 81.11 | 10% | 8.11 |
UAE | 0.90 | 80.29 | 10% | 8.03 |
Egypt | 0.71 | 75.64 | 10% | 7.56 |
Spain | 0.59 | 47.56 | 20% | 9.51 |
Table 1: Estimated burden of US tariffs on selected countries importing cement based on 2024 data. Source: Based on USGS data.
Global Cement Magazine Editorial Director Robert McCaffrey posted a similar table to the one above on LinkedIn on 4 April 2025. It applies the new import tariffs to the value of imported hydraulic cement and clinker to the US in 2024 as reported by the United States Geological Survey (USGS). As such it gives us a starting idea of how the new tariffs might change what happens in 2025. For an idea of the volumes of cement imported to the US in recent years refer to the graph in GCW695.
However, a couple of key caveats were pointed out by commentators to that LinkedIn post. Marty Ozinga noted that the values from the USGS are customs values. Crucially, he said that the tariffs will be charged upon the FOB value of cement at the point of origin and not on the transport costs. This is significant because the cost of moving the cement can sometimes be more than half the total values reported in the table for certain countries. Another commentator wanted to make it clear that tariffs on imports are imposed upon the supply chain and are paid somewhere along it, typically by end users, rather than the originating country. Elsewhere, the feeling was very much one of waiting to see what would happen next and how markets would reorder.
Taken at face value, the first takeaway from Table 1 is that the variable tariffs disrupt the competitiveness of the importers. Any importer from a country with the lowest rate, 10%, now has an advantage over those with higher ones. Türkiye seems to be the obvious winner here as it was both the largest importer of cement in 2024 and it has the lowest rate. Vietnam appears to be a loser with a massive 46% rate. Canada and Mexico may have problems with a 25% tariff but how their cement gets to the US market may make a big difference as Ozinga mentions above. And so it goes down the list. What may be significant is how the order of the importers further down the list changes. For example, Algeria has a 30% rate compared to Egypt’s 10%. Both nations exported a similar volume of cement to the US in 2024.
The first casualty of the last week has been market certainty. The US announced the tariffs and stock markets slumped around the world. They started to revive on 8 April 2025 as the US government made more reassuring noises about trade talks but this was dampened by renewed fears of a US - China trade war. The orthodox economic view is that the US tariffs are increasingly likely to cause a recession in the US in the short term regardless of whether they have a more positive effect on the longer one. This view can be detected in former PCA economist Ed Sullivan’s latest independent report on the US economy. He acknowledged the fairness argument the US government has made, but warned of stagflation.
On the US construction market, prices look set to rise in areas that previously relied on imports or are near to them. Cement companies in the US should be able to sell higher volumes as some level of domestic production outcompetes imports. The sector produced 86Mt in 2024 and has a capacity of 120Mt/yr giving it a utilisation rate of 72%. It imported 20 - 25Mt of cement in 2024. One sign of this happening might be renewed investment in local capacity through upgrades, new lines and even new plants. However, a recession would reduce overall consumption. On the equipment side, there is likely to be a similar readjustment between local and foreign suppliers. Certainly, if the tariffs stick around then more non-US companies may be tempted to set up local subsidiaries and /or manufacturing bases if conditions permit. For example, note JCB’s doubling in size this week of a plant it is building in Texas. One interesting situation might occur if a US cement company wants to build a new production line. All the likely suppliers, at present at least, appear to be based outside of the US.
Finally, despite everything, Holcim declared this week that it had completed a $3.4bn bond offering ahead of the impending spin-off of Amrize in the US noting “strong investor interest in the future company.” It wants to shore-up confidence ahead of the creation of the new company at some point in the first half of the year. Holcim’s CEO said previously that he didn’t expect any blowback from tariffs as the company was a local business in the US. What may be worth watching for is whether the current disruption to stock markets causes any delays to the creation of Amrize.
The current situation with the tariffs is prompting a rapid-revaluation of the US construction market and the wider economy. US-based building materials companies look set to benefit but there may be disruption along the way. Foreign companies supplying the sector may well experience sharp changes in circumstances depending on how tariffs reorder supply chains. Prices for end-users look set to rise. We live in interesting times.
For Ed Sullivan’s take on the US cement sector read his article in the May 2025 issue of Global Cement Magazine
Update on Australia, April 2025
Written by David Perilli, Global Cement
02 April 2025
Boral announced this week that it had secured around US$15m from the Australian government towards decarbonisation upgrades at its Berrima cement plant in New South Wales. The funding will go towards the company’s own investment in a kiln feed optimisation project. A new specialised grinding circuit and supporting infrastructure at the site is intended to increase the proportion of alternative raw materials (ARM) from 9% to 23% to decrease the amount of limestone the kiln uses. The use of more ARMs should also enable the unit to reduce its energy intensity. Boral plans to use ARMs including granulated blast furnace slag, steel slag, cement fibre board, fly ash and fine aggregates from recycled concrete. Commissioning and full operation of the changes are scheduled for 2028.
The Berrima plant officially opened its last set of changes, including a chlorine bypass unit, in December 2024. This was done to allow the plant to reach a thermal substitution rate (TSR) of 60% by the end of 2027. At the end of 2024 the company said it had a TSR of 30% having risen by 20% from 2023. Another similar decarbonisation project at the plant is a carbon capture and storage demonstration pilot trial involving the recarbonation of construction and demolition waste.
Parent company SGH said in its annual report for 2024 that Boral was continuing to advocate for a carbon border adjustment mechanism (CBAM) to prevent carbon leakage and that it had taken part in the ongoing government review on the issue. This lobbying was visible earlier in March 2025 when the Cement Industry Federation (CIF) publicly addressed the government on the issue ahead of its next budget. It asked that carbon leakage be addressed in the form of an import tax to protect the local cement and lime sector. Cement and lime imports from Thailand, Malaysia, Indonesia, Vietnam and Japan are particularly seen as an issue. The government review into carbon leakage started in 2023 and is due to report back at some point in 2025, most likely after the parliamentary election in May 2025.
Another big sector news story to note is the ongoing acquisition of the cementitious division of the Buckeridge Group of Companies (BGC) by Cement Australia that was revealed in December 2024. Unsurprisingly, the European Commission (EC) approved the deal in late March 2025. Cement Australia’s parent companies Holcim and Heidelberg Materials are headquartered in Europe, but the EC concluded that the planned transaction was unlikely to dampen competition in Europe. The verdict of the Australian Competition and Consumer Commission (ACCC) is likely to be far more telling. It closed taking submissions on the proposed deal in late February 2025 and plans to release an update in May 2025.
The ACCC’s market inquiries letter reported that Cement Australia wants to run BCG Cement. However, under the acquisition proposal, BGC Quarries and BGC Asphalt will be acquired and operated by a new 50:50 joint venture between Holcim and Heidelberg Materials, which will operate as a production joint venture in respect of aggregates. Holcim and Heidelberg Materials have suggested taking four ready-mixed concrete (RMC) plants each in the greater Perth area. Finally, one RMC plant at Wangara could be divested due to the close proximity of existing plants run by Holcim and Heidelberg Materials. Whether this is what actually happens remains to be seen.
Finally, Holcim flagged-up Australia this week as one of the regions it intends to derive ‘profitable growth’ from after the planned spin-off of the US business. This approach is in line with the hunt by the big building materials companies for new growth markets as the cost of merger and acquisition activity in the US has risen. CRH, for example, bought a majority stake in AdBri in mid-2024. Further merger and acquisition activity in the cement sector in Australia seems less likely given its relative small size. Yet the higher economic growth forecast for the country compared to Europe is likely to keep multinationals interested.
- Australia
- Boral
- Government
- Plant
- Upgrade
- GCW703
- construction and demolition materials
- Alternative Fuels
- chlorine bypass
- Cement Australia
- Holcim
- Heidelberg Materials
- BCG
- Cement Industry Federation
- lobbying
- European Commission
- carbon border adjustment mechanism
- Import
- Tax
- Australian Competition & Consumer Commission
- CRH
- Adbri
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