Concrete
Driving Sustainability Through Technology
Published
3 years agoon
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admin
The smart integration of artificial intelligence, technology and data analytics not only improves operational efficiency but also supports the cement industry’s commitment to sustainability by reducing emissions, enhancing material efficiency and aligning with global environmental objectives. ICR looks at the latest technological innovations that help optimise sustainable efforts of the stakeholders of the cement industry through predictive maintenance and real-time monitoring.
Sustainability refers to the ability to meet the needs of the present without compromising the ability of future generations to meet their own needs. It involves a balanced and responsible use of resources, considering environmental, social, and economic factors. The concept of sustainability recognises the interconnectedness of these three pillars—environmental, social, and economic—and aims to create a harmonious and enduring system that benefits both current and future generations.
India is the second-largest producer of cement in the world. The current emphasis on infrastructure development in the country is expected to drive cement demand further. The Indian cement industry has established itself as one of the frontrunners in driving efficiency measures and setting ambitious net-zero targets. The successful implementation of the PAT scheme has played a key role in adopting energy-efficient technologies.
According to the report, Evaluating Net Zero for the Indian Cement Industry, published by Council of Energy, Environment and Water, October 2023, the cumulative CO2 emissions from manufacturing 337 million tonnes of cement in 2018-19 were estimated at 218 million tonnes. Baseline estimates show that nearly 56 per cent of the total 0.66 tonnes of CO2 per tonne of cement produced is due to the calcination of limestone in the kilns. Most of the remaining emissions, 32 per cent is due to the combustion of fuels for process-heating applications, while only 12 per cent is due to the electricity used for manufacturing. The analysis indicates that, with the adoption of only those decarbonisation measures that have a negative cost of mitigation, the cost of cement reduces by three per cent while its emission intensity decreases by 20 per cent. Further, with the use of measures that have a positive cost of mitigation, a breakeven can be achieved with the current cost by reducing the emissions intensity by 32 per cent. The net-zero cost of cement is estimated to increase by 19–107 per cent, depending on the cost of CCS (carbon capture and storage) and CCU (carbon capture and utilisation). Energy efficiency in cement production will have a limited effect on emission reduction at 9 per cent. The use of renewable energy, alternative fuels and raw materials has the potential to abate 13 per cent of cement emissions, while reduction in clinker factor will reduce another 11 per cent. However, 67 per cent of the cement industry’s emissions would need to be abated through carbon management techniques like CCUS and carbon offsetting.

Real-time monitoring of energy consumption patterns, allow for data-driven decision-making, thus, enhancing energy efficiency and reducing carbon emissions.
ALTERNATIVE FUELS AND RAW MATERIALS
The adoption of alternative fuels and raw materials in the cement industry is a dynamic area driven by the need for sustainability and resource efficiency. As technology advances and regulatory frameworks evolve, the industry is likely to explore and implement new solutions to reduce its environmental footprint.
Ajay Kapur, CEO – Cement Business, Adani Group, says, “Being an energy-intensive sector, cement manufacturers have started investing in cleaner sources of energy like solar and wind as captive generation units to run their plants. This shift in no small measure is supported by the falling cost of renewable energy India. Between 2010 and now, the cost of solar modules in India have dropped by more than 80 per cent, making it one of the most sought-after sources of clean energy for large industrial units including cement. Similar efforts are also on to move finished cement, packed and bulk on more sustainable or green logistics like soya extract-based biofuel powered shipping. Bulk terminals and grinding units along India’s long coastline can enable the movement of clinker and cement through the sea route at the lowest possible cost.”
The use of alternative fuels and raw materials is a key strategy to enhance sustainability by reducing environmental impact and conserving natural resources. Cement manufacturing is energy-intensive, and the production of clinker—the key ingredient in cement—requires significant amounts of heat, primarily obtained by burning fossil fuels. Making the energy usage in the cement industry more sustainable involves improving efficiency, reducing carbon emissions, and exploring alternative energy sources. The transition to sustainable energy use in the cement industry requires a holistic approach that encompasses technological advancements, changes in operational practices, and collaboration across the supply chain. Continued research, investment, and a commitment to sustainability will be essential for the industry to achieve meaningful progress in making its energy use more sustainable.
The Indian cement industry has been increasingly incorporating sustainable energy sources to reduce its environmental impact and enhance energy efficiency. One notable source is renewable energy, particularly solar power. Many cement plants in India have started harnessing solar energy through on-site solar installations. For instance, UltraTech Cement, one of India’s largest cement producers, has adopted solar power solutions across multiple plants. The organisation has commissioned more than 25 megawatts (MW) of solar power capacity and aimed to increase this to 130 MW by 2022. This transition to solar energy not only reduces the industry’s reliance on conventional power sources but also contributes to a significant decrease in greenhouse gas emissions associated with electricity consumption. The adoption of sustainable energy sources is likely to continue as the Indian cement industry strives to meet its sustainability goals and align with the country’s commitment to renewable energy expansion.
Vimal Kumar Jain, Director – Technical, HeidelbergCement India, says, “The production of cement requires a high degree of thermal energy. The traditional fuels used in the kilns are coal, oil, petroleum coke etc. The substitution of fossil fuels by alternative fuels in the production of cement clinker is of great importance for society and climate control because it conserves fossil fuel reserves and reduces greenhouse gas emissions.”
“We are aiming to maximise the usage of alternative fuels such as Industrial wastes, plastics, used tires, biomass wastes and municipal wastes thus replacing conventional fuels,” he adds.
The Indian cement industry primarily relies on a set of key raw materials for cement production. These include limestone, clay, shale, silica sand, and iron ore. Limestone is the predominant raw material and serves as a crucial source of calcium, an essential component in the production of clinker—the main ingredient in cement. The use of these raw materials contributes to the sustainability of the Indian cement industry in several ways.
Firstly, limestone and other raw materials are abundant in India, reducing the industry’s dependence on imported resources. This enhances the sector’s resilience and minimises the environmental impact associated with transportation. Additionally, the incorporation of certain industrial by-products and alternative raw materials, such as fly ash and slag, into cement production helps reduce the demand for traditional raw materials and promotes a more circular economy. This approach not only conserves natural resources but also mitigates the environmental footprint of cement manufacturing.

According to data from the Cement Manufacturers’ Association of India, as of 2021, the share of alternative raw materials in the total raw material consumption in the Indian cement industry was around 12 per cent, indicative of a growing trend towards more sustainable and resource-efficient practices within the sector.
Dr SB Hegde, Professor, Jain University, and Visiting Professor, Pennsylvania State University, USA, says, “Supplementary cement materials (SCMs) and creative ideas like Calcined Clay Clinker (LC3) are making a big difference. These different materials are transforming the way things are done. For example, in India, where the cement industry is one of the largest carbon emitters, LC3 technology, which incorporates calcined clays into cement, has been demonstrated to reduce CO2 emissions by up to 30 per cent and substantially decrease energy consumption during the clinker production process.”
“By 2050, it is estimated that the implementation of such alternative materials could help the cement sector reduce its global CO2 emissions by up to 16 per cent,” he adds.
CLIMATE TECHNOLOGY
New technologies represent a critical part of the world’s decabonisation mission. According to McKinsey’s article – Innovating to Net Zero: An Executive’s Guide To Climate Technology, 2021, the need for climate technology is vast—which creates large potential markets and investment opportunities. McKinsey estimates that next-generation technologies could attract $1.5 trillion to $2 trillion of capital investment per year by 2025.
These climate technologies could contribute to solving the net-zero equation while creating growth potential for sectors and geographies. At present, the technologies exhibit varying levels of maturity, performance, market demand and regulatory support. To bring them to commercial, climate-stabilising scale would require companies, financial institutions, and governments to cooperate on investment and research programmes as well as efforts to integrate technologies with existing industrial systems.
“Cement plants have adopted technologies to meet the new emission norms for PM, SO2 and NOX emissions. Plants have installed highly efficient
bag filters, ESPs, and hybrid filters to control dust emissions. For NOX reduction, plants have installed secondary control measures like SNCR. All the cement plants have installed a Continuous Emission Monitoring System (CEMS) as per the guidelines of CPCB,”
says Dr BN Mohapatra, Advisor and Consultant, UltraTech Cement.
“In the same spirit, the cement industry is the first one to adopt filtration technologies like pulse Jet Bag House (PJBH) reverse air bag house and hybrid filters for controlling dust emission from stack. Advent of new fabrics which can withstand higher temperatures and tough working conditions. Controls and advanced electrical systems provided the opportunity to reduce the dust emissions to very low levels. Cement industry embraced these technologies that helped industry today in achieving consistent and lower stack emissions of 30 mg/Nm3,” he adds.
AI, TECH AND DATA
The integration of artificial intelligence (AI), technology and data analytics plays a crucial role in enhancing the sustainability of cement manufacturing.
Pankaj Kejriwal, Executive Director, Star Cement, says, “Artificial Intelligence (AI) solutions can be used to assess, predict, and mitigate climate change and support sustainable waste management. For example, AI techniques can be used to monitor environmental issues like CO2 emission. The data gathered from this is then processed, leveraging machine learning techniques, to predict environmental changes. Adaptive systems and continuous intelligence techniques are used to regularly adjust business and engineering systems to cope with environmental changes and challenges.”
“When it comes to waste management and accelerating recycling processes, AI techniques have also become commonplace. Perspective analytics and market knowledge graphs are used to map the movement of waste materials and reduce unnecessary shipping while improving material reuse,” he adds.
AI plays a pivotal role in optimising various facets of the production process, enabling more efficient resource utilisation and energy management. Advanced process control systems driven by AI algorithms enhance the precision of operations, leading to optimised raw material preparation, clinker production, and cement grinding. Predictive maintenance, powered by AI, helps prevent equipment failures, reducing downtime and ensuring more reliable and sustainable operations.
Technology facilitates real-time monitoring of energy consumption patterns, allowing for data-driven decision-making to enhance energy efficiency and reduce carbon emissions. Supply chain optimisation through AI-driven logistics not only minimises operational costs but also contributes to a reduction in the overall carbon footprint associated with transportation. AI and data analytics are instrumental in monitoring and controlling emissions, ensuring compliance with environmental standards.
“The share of green energy is enhanced through investments in Waste Heat Recovery Systems (WHRS). These systems not only adhere to the principles of the circular economy but also result in fossil fuels savings. This not only nurtures a more cost-efficient process but also directly impacts the bottom line,” says Ajay Kapur, CEO – Cement Business, Adani Group.
Moreover, these technologies aid in material efficiency by optimising the use of raw materials and exploring alternative resources, contributing to a circular economy. Life cycle assessments, powered by data analytics, allow manufacturers to evaluate and improve the environmental impact of their products. In research and development, AI analyses extensive datasets to identify innovative solutions, fostering the evolution of sustainable practices in cement production. Ultimately, the smart integration of AI, technology, and data in the cement industry is a transformative force, driving efficiency, reducing environmental impact, and bolstering the sector’s commitment to sustainability.
According to Tushar Kulkarni, Business Head – Minerals, Cement & Mining, Siemens Large Drivers India: “The main difference between a data-centric solution and traditional expert systems is the development of a dedicated machine learning-based kiln model that provides more accurate insights into future kiln process trends than traditional approaches. The latter typically provides insights that are based on a generic mathematical toolbox and a simple aggregation of recent historical data. Advanced Process Control (APC) is widely used to improve kiln and mill control. However, in practice, the limitations of the current APC approach are apparent. For instance, a typical fuzzy logic is not able to cover all operating scenarios and is sensitive to operational changes. A typical Model Predictive Control (MPC) uses linear models in most cases and any change in equipment leads to a completely new setting of the model.”
“In contrast, by incorporating long-term data sets for AI training, the trained AI models can learn from the past and establish correlations between parameters and time and between actions and outcomes. This knowledge, accumulated in the models, forms the basis for better control performance,” he adds.
Anuj Khandelwal, Business Head, JK Cement, says, “Scaling sustainability initiatives requires automation and digital solutions. This is a critical part of our capability build as we move towards the new clean-tech solutions offered. For instance, real-time power balancing solutions address the variability in green power generation profiles. Digital load and demand balancing solutions have increased the usage of green power, helping us achieve a remarkable 48 per cent+ green power mix for JK Cement in H1FY24.”
“Similarly addressing challenges associated with quality variance in alternate fuels and impact on stable kiln operations required innovative solutions. NIR sensors for online quality testing enable precise control over the alternative fuel blend. In parallel, automated feedback loops helped ensure stable kiln operations even at higher TSR levels. Investments in digital quality control systems enable the incorporation of higher alternate raw materials, crucial for maintaining product quality amid the variability of alternate materials,” he adds.
The adoption of AI, technology, and data-driven approaches in the cement manufacturing sector not only improves operational efficiency but also significantly contributes to the industry’s sustainability goals. By leveraging these technologies, cement plants can reduce resource consumption, lower emissions, and embrace more eco-friendly practices throughout the entire production process.
CONCLUSION
Technology plays a pivotal role in driving sustainability within the Indian cement industry. It emphasises the adoption of advanced technologies, such as AI, data analytics and automation, to optimise various aspects of cement manufacturing. The integration of AI facilitates real-time monitoring and control of energy consumption, leading to increased efficiency and reduced carbon emissions.
Predictive maintenance technologies ensure equipment reliability, minimising downtime and resource wastage. The use of data analytics allows for precise supply chain optimisation, contributing to lower operational costs and reduced environmental impact associated with transportation. The article underscores how these technological advancements support material efficiency by optimising raw material usage and exploring alternative resources.
Furthermore, life cycle assessments, powered by data analytics, enable manufacturers to evaluate and enhance the sustainability of their products. The overarching theme is that technology-driven solutions are instrumental in transforming the Indian cement industry, fostering sustainability, and aligning with global environmental goals.
- –Kanika Mathur
Concrete
CarbonStrong Raises Rs 125 Million To Scale Low Carbon Cement Tech
To build capacity of 100,000 tonnes a year
Published
15 hours agoon
August 28, 2026By
admin
CarbonStrong has raised Rs 125 million (125 mn) to scale a low carbon cement technology and build commercial production capacity. The startup was founded in 2022 by Harsh Jain and Vikramaditya Singh and has moved from customer trials to plans for industrial supply. The company said its material replaces up to 50 per cent of cement in concrete while reducing costs and improving durability.
CarbonStrong states the product is around 30 per cent cheaper than cement and compatible with existing concrete plants, reducing the need for new equipment and operational disruption. Trials and paid pilots have been conducted in Bengaluru, Hyderabad and Chennai with demonstration projects involving ready-mix firms and precast manufacturers. Compatibility with current workflows forms a central part of the commercial strategy, aiming to ease adoption by builders and contractors.
The funding will support construction of a facility with capacity of up to 100,000 tonnes (100,000 t) a year over the next two years to supply early customers commercially. The firm is also developing materials from steel slag, copper slag and mine tailings to expand its feedstock base, while noting the technical challenge of homogenising different waste streams. Recognition by HCL ClimaForce in 2026 and by the Avaana-Startup India-NITI Aayog AIM Grand Challenge in 2025 has underscored progress.
Industry adoption remains the principal test and will require consistent material performance, supply reliability and competitive economics. CarbonStrong projects the Indian market for cement substitutes could reach Rs 250 billion (250 bn) by 2030 and has set an ambition to produce 10 million tonnes a year by 2035 (10 mn t), a target far above its near term capacity. Moving from pilots to production demands capital, manufacturing discipline and customers willing to specify the material beyond demonstrations. The recent Rs 125 million raise is intended to fund the next phase of scale and to demonstrate that industrial waste can become a dependable input for lower carbon construction.
In a research-backed article, Dr SB Hegde examines why carbon-adjusted profitability and LC3 will decide the next set of winners in cement manufacturing.
The Indian cement industry has achieved world-class operational efficiency through lower specific energy consumption, high plant utilisation and a reduced average clinker factor of approximately 67.5 per cent. These traditional measures of operational excellence remain essential. However, they are no longer sufficient. Carbon now carries a measurable financial cost under India’s Carbon Credit Trading Scheme (CCTS) and under European carbon markets. Future leadership will be defined by carbon-adjusted profitability, the ability to generate strong returns while systematically lowering the carbon intensity of every ton sold.
Limestone calcined clay cement (LC3) offers a practical, scalable pathway to achieve this dual objective. By replacing up to 50 per cent of clinker with calcined clay and limestone, LC3 can reduce CO2 emissions by 30–40 per cent while delivering comparable or superior durability performance.
This article examines the technical foundations of LC3, European industrial practices, the emerging Indian carbon market and a concrete roadmap for Indian companies to embed carbon-adjusted metrics and LC3 into daily operations, incentives and commercial strategy.
Limits of traditional operational excellence
For many years, plant performance has been judged primarily by five indicators: specific heat consumption, specific power consumption, kiln and mill utilisation, clinker factor and overall equipment effectiveness. These metrics drove continuous improvement and helped the industry reduce energy use and increase the share of blended cement. Three structural changes have rendered them incomplete as sole measures of success.
First, carbon now carries a real or opportunity cost. Plants that improve volume or lower cash cost while raising or stagnating emissions intensity create a hidden liability that will surface as CCTS trading matures and as green procurement expands.
Second, lower-carbon products such as LC3 and high-performance blended cements are creating differentiated market segments. Customers in infrastructure, real estate and export-oriented construction are beginning to specify embodied-carbon limits.
Third, investors and lenders increasingly treat carbon intensity as a financial risk factor. Traditional KPIs can mask the divergence between short-term cash profit and long-term carbon-adjusted value.
What is carbon-adjusted profitability?
Carbon-adjusted profitability evaluates normal profit after explicit adjustment for carbon performance. A practical expression is:
Carbon-Adjusted EBITDA = Conventional EBITDA – Carbon Cost + Green Premium Income
Carbon cost may be an internal carbon price, the actual cost of purchasing Carbon Credit Certificates under CCTS, or the opportunity cost of high emissions relative to peers. Green premium income arises when customers pay more for verified lower-carbon cement or when the company sells surplus credits. Tracking both conventional and carbon-adjusted profit side-by-side gives management a clearer picture of value creation under evolving market rules.
Table 1. Traditional KPIs versus Carbon-Adjusted Leadership Metrics
Traditional Focus New Leadership Metric Why It Matters
Specific energy consumption Emissions intensity (kg CO2/t cement) Directly linked to future CCTS and CBAM costs
Kiln utilisation Carbon-adjusted contribution margin Reveals true value of incremental volume
Clinker factor Share of lower-carbon products sold (incl. LC3) Measures commercial success of the transition
Power cost per tonne Effective carbon cost per tonne sold Expose hidden liabilities
Absolute EBITDA Carbon-adjusted EBITDA + green premium Aligning profit with future market reality
LC3: Technical foundations and performance advantages
LC3 is a ternary blended cement that typically combines approximately 50 per cent clinker, 30 per cent calcined clay, 15 per cent limestone and 5 per cent gypsum (the classic LC3-50 formulation). The decisive technical advantage is that clay is calcined at 700–850 °C, far below the 1,450 °C required for clinker production. This lower temperature, together with the substantial reduction in clinker content, delivers CO2 reductions of 30–40 per cent relative to ordinary Portland cement (OPC).
Chemistry is synergistic. Calcined kaolinitic clay (metakaolin) reacts with calcium hydroxide from clinker hydration and with limestone to form additional C-A-S-H gel and carboaluminate phases. These phases densify the microstructure, reduce porosity and improve durability.
Field experience shows superior resistance to chloride ingress, sulphate attack and alkali–silica reaction. Early-age strength can match OPC with high-reactivity clays; later-age strengths routinely meet 42.5 and 52.5 grade requirements.
Importantly, LC3 does not require high-purity kaolin. Clays with 40 per cent or even lower kaolinite content can be activated successfully, expanding raw-material availability across India. Calcination can use adapted rotary kilns or dedicated flash calciners, making the technology compatible with existing plant infrastructure and far less capital-intensive than carbon capture.
Economic analyses show that LC3 can be produced at equal or lower cost than OPC in many locations because of reduced energy demand and cheaper clay. Life-cycle assessments consistently report 30–40 per cent lower embodied CO2 per tonne of cement.
Table 2. Comparative profile: OPC versus LC3-50
Parameter OPC LC3-50
Typical clinker content ~95 per cent ~50 per cent
CO2 emissions (relative) Baseline (≈0.85 t CO2/t cement process + fuel) 30–40 per cent lower
Clay calcination temperature Not applicable 700–850 °C
Key hydration products C-S-H, portlandite, ettringite C-A-S-H + carboaluminates
Chloride & sulphate resistance Good Superior
Production cost potential Baseline Equal or lower in most locations
Infrastructure compatibility Existing High (minor adaptations)
In India, commercial adoption has begun in earnest. JK Cement commenced the first commercial production of LC3 in the Indian subcontinent at its Mangrol plant in Rajasthan in 2025 under BIS standard IS 18189.
By early 2026, approximately 2,000 tonnes had been produced and sold, avoiding an estimated 500 tonnes of CO2. JK Lakshmi Cement followed with commercial launch of its Green PRO LC3 grade from the Jaykaypuram plant. As of mid-2026, two producers are supplying LC3 to the market. The first large-scale infrastructure application is the Noida International Airport (Jewar), where LC3 was used in the runway and a building complex, demonstrating full constructability and performance under demanding conditions. These early volumes are still small relative to national cement demand, but they mark the critical transition from pilot to commercial reality. Companies that scale capacity now will be positioned to capture both CCTS credits and emerging green-procurement demand.
Why the shift is accelerating
According to the World Bank’s State and Trends of Carbon Pricing 2026, direct carbon pricing now covers nearly 30 per cent of global greenhouse-gas emissions and generated more than US$107 billion in public revenue in 2025. The average global carbon price stands at approximately US$21 per tonne, although regional prices vary widely.
In Europe, the EU ETS price has traded near €80–85 per tonen in mid-2026. Free allocation for cement is being withdrawn in parallel with CBAM. European producers therefore face a clear signal: every tonne of avoided CO2 improves both compliance and competitiveness. Holcim has scaled calcined-clay production, including Europe’s first dedicated line at Saint-Pierre-la-Cour (France) and a second line in the Czech Republic (2026). Heidelberg Materials, Cementir (FUTURECEM) and others have commercialised low-clinker calcined-clay blends across multiple markets, showing that carbon-adjusted profitability is already reshaping capital allocation in the world’s most mature carbon market.India’s CCTS is now operational. Binding emission intensity targets apply to 186 cement facilities for FY 2025–26 and FY 2026–27. Average required reductions for integrated plants are modest (around 2.7 per cent by FY 2027), yet the direction is clear.
Trading of Carbon Credit Certificates is expected in the second half of 2026, with early prices likely in the `800–1,500 per tonne range. Plants that outperform targets can sell credits; those that underperform must buy them or face compensation. Cement is well positioned to be a net supplier of credits if clinker factor continues to fall through LC3 and other low-clinker systems.
Way forward for India
India starts from a strong baseline, world-class energy efficiency and a clinker factor already lower than the global average. The next competitive frontier is the deliberate reduction of process emissions through clinker substitution at scale. LC3 is uniquely suited to Indian conditions because suitable clays are widely distributed, the technology fits existing kiln and grinding infrastructure, and the resulting product can meet the performance demands of both infrastructure and building construction.
A practical national pathway contains five interlocking elements:
- Standards and acceptance: Accelerated finalisation and promotion of BIS specifications for calcined-clay and limestone–calcined-clay cements will remove a key barrier to commercial uptake. Alignment with European practice (EN 197-5) can facilitate knowledge transfer and export readiness.
- Supply-chain development: Investment in flash calcination capacity and systematic characterisation of regional clay deposits will secure reliable, low-cost feedstock. Existing rotary kilns can be adapted for initial volumes while dedicated calciners are built.
- Incentive alignment: Part of variable compensation for plant managers, sales teams and senior leadership should be linked to emissions intensity reduction and to the volume of lower-carbon products (including LC3) sold. Without this link, traditional volume and cost targets will continue to dominate behaviour.
- Product-level carbon accounting: Reliable measurement of emissions intensity at the individual cement grade level, supported by third-party verification where required, is essential for both CCTS compliance and credible green claims.
- Demand-side pull: Green public procurement policies that specify maximum embodied-carbon thresholds for major infrastructure projects will create a predictable market for LC3 and other low-carbon cements, accelerating scale and cost reduction.
Companies that treat LC3 as a strategic product line rather than a niche offering will be better positioned to generate surplus Carbon Credit Certificates, capture any emerging green premium, and protect margins as carbon costs rise.
Organisational changes required
Technical capability alone is insufficient. Three organisational shifts are required.
Daily management: Emissions intensity must appear on the same daily and monthly dashboards as heat consumption, power consumption and utilization. Plant reviews should examine both conventional and carbon-adjusted results.
Incentives: A meaningful portion of bonuses for plant heads, technical teams and sales leadership should be tied to lower emissions intensity and successful commercialisation of LC3 and other low-carbon grades.
Commercial approach: Sales teams need clear volume and pricing targets for lower-carbon products, supported by technical service that helps customers specify and place the material correctly. Without commercial pull, excellent technical performance remains under-utilised.
Table 3. Three-stage roadmap to carbon-adjusted profitability
Time Horizon Priority Actions Expected Outcome
Next 12 months Add emissions intensity to plant dashboards; establish internal carbon price; initiate LC3 pilot production and customer trials Visibility and early organisational learning
12–24 months Revise incentive systems; scale LC3 and other low-carbon grades to key accounts; secure third-party verification capability People and sales aligned with carbon goals
24–36 months Embed carbon-adjusted metrics in board reporting and capital allocation; expand calcined-clay capacity Full system integration and competitive advantage
Questions senior leaders should ask
Boards can accelerate the transition by insisting on answers to a short list of questions:
• Is our carbon-adjusted profit improving, stable or declining relative to conventional EBITDA?
• Did recent volume growth improve or worsen our emissions intensity?
• What share of sales already comes from lower-carbon products, including LC3, and what is the trajectory?
• How exposed is our capital expenditure plan to rising carbon costs under CCTS and potential CBAM-related requirements?
• Do our incentive systems still reward only volume and cost, or have they been updated to include carbon performance?
Treating carbon with the same seriousness as energy cost or kiln utilization does not diminish operational excellence; it expands the definition of excellence to match the new competitive reality.
Looking ahead
By 2030 the gap between leading and lagging cement companies will not be decided by who records the lowest specific heat consumption. It will be decided by who delivers the strongest carbon-adjusted profits.
Absolute emissions may still rise as national production grows. That is not the issue. Companies that reduce intensity year after year and successfully sell cleaner products will pull ahead in both domestic and export markets. Those that do not will fall behind, even if their traditional efficiency numbers look strong.
Operational excellence built the Indian cement industry. It remains the foundation. It is no longer the complete picture. Carbon-adjusted profitability is the clearer measure of success.
LC3 is not a distant technology. It is available now. It cuts CO3 by 30–40 per cent, works with existing plants, and is already in commercial production in India. Companies that treat it as a strategic product, not a pilot, will protect their margins and generate tradable credits.
Leaders who act now will place carbon metrics on daily dashboards, link incentives to intensity reduction and LC3 sales, invest in calcined-clay capacity, and build commercial capability to sell lower-carbon products. They will shape the next chapter of the industry.
References
- World Bank. (2026). State and Trends of Carbon Pricing 2026. Washington, DC: World Bank Group.
- International Carbon Action Partnership (ICAP). (2026). India Carbon Credit Trading Scheme – Status and Coverage. Berlin: ICAP.
- Ministry of Environment, Forest and Climate Change / Bureau of Energy Efficiency. (2025). Greenhouse Gases Emission Intensity Target Rules, 2025. New Delhi: Government of India.
- Scrivener, K., Martirena, F., Bishnoi, S., & Maity, S. (2018). Calcined clay limestone cements (LC3). Cement and Concrete Research, 114, 49–56.
- RMI. (2024). The Business Case for LC3. Rocky Mountain Institute.
- European Commission. (2026). EU Emissions Trading System – Allowance Price Data and Free Allocation Phase-out Schedule. Brussels.
- Holcim. (2025–2026). Scaling Calcined Clay for Sustainable Building – Corporate Updates on European and Latin American Capacity. Zurich: Holcim Ltd.
- LC3 Project / EPFL. (2026). LC3 – A Guide to Best Practices for Scalable, Affordable and Sustainable Low-Carbon Building. Lausanne: École Polytechnique Fédérale de Lausanne.
- Business Today / Industry Reports. (2026). First Large-Scale LC3 Application at Noida International Airport, Jewar. New Delhi.
- NITI Aayog / Industry Analyses. (2026). Roadmap and Baseline Performance Indicators for the Indian Cement Sector. New Delhi.
- Springer / Innovative Infrastructure Solutions. (2026). LC3 Systems: A Review of Chemistry, Performance, Durability and Sustainability toward Market Adoption.
- Cementir Holding / Industry Sources. (2025–2026). FUTURECEM and Related Low-Clinker Technologies in Europe.
- Climate Risk Horizons & Independent Analyses. (2026). Assessment of Emission Intensity Targets under India’s CCTS for Cement and Other Hard-to-Abate Sectors.
- GCCA / TERI. (Various years). Decarbonization Roadmaps for the Indian Cement Industry.
- EN 197-5:2021. Cement – Part 5: Portland-composite cement CEM II/C-M and Composite cement CEM VI. European Committee for Standardization.
Concrete
More Oversight Makes Cement Plants Less Safe
Published
15 hours agoon
August 28, 2026By
admin
Dijam Panigrahi makes a counterintuitive but data-backed argument that routing every sensor alert through human approval does not make cement plants safer.
India’s cement industry has spent the last two years wiring kilns, mills and coolers with sensors and automated control systems, and the safety case for doing so is strong on paper. Contract workers still make up the majority of the industry’s workforce, and fatal accidents remain a recurring problem. The Indian National Cement Workers Federation has noted that around 83 per cent of workers in the sector hold precarious positions, a fact that resurfaced after an oxygen cylinder explosion killed three contract workers at a plant in Chhattisgarh.
Industry tallies compiled by IndustriALL found cement plants recorded at least seventeen accidents in one year with 21 workers killed, and ten accidents the following year with nine killed, most of them contract staff. Automated monitoring, in theory, closes that gap. A sensor never gets complacent and never skips a check because a shift is short staffed.
However, plants that respond by routing every anomaly reading to a person for approval are quietly building a system that fails the same way understaffing does. When operators receive dozens of flagged deviations a shift, most of them minor, they learn a simple lesson: the fastest way through the queue is to approve without reading closely. The safety benefit disappears, not because the technology failed, but because the humans supervising it adapted to the volume.
Why alerts get ignored
A study cited by manufacturing technology publisher Applied SmartFactory found more than 95 per cent of alarms in a semiconductor fab were low priority, and only about 4 per cent ever triggered an action, with just 100 out of 5,000 alarms accounting for 70 per cent of all alarm activity. The mechanism is the same whether the trigger is a vibration sensor or an AI model flagging a kiln temperature swing. Once the ratio of noise to signal crosses a threshold, workers stop treating the system as a decision aid and start treating it as a formality to clear.
The scale of AI deployment underway makes this more than a theoretical risk. Stanford’s 2026 AI Index Report found organisational adoption of AI has reached 88 per cent, even as documented AI incidents rose to 362 in 2025, up sharply from 233 the year before, according to analysis of the report. The Index also found only about a third of organisations have adopted a formal governance framework, with NIST’s AI Risk Management Framework cited by 33 per cent and ISO/IEC 42001 cited by 36 per cent.
Most manufacturers are deploying monitoring systems faster than they are building the judgment for when a flagged event actually needs a person’s attention. In India, plants run by JK Cement have begun pairing CCTV feeds with AI to define safe zones around heavy machinery, a promising direction that still depends on operators trusting and reading the alerts the system generates.
A three-tier model for cement plant
The fix is not less monitoring or more monitoring. It is classifying decisions by risk and by novelty, rather than treating human oversight as a single switch that is either on or off. A workable model sorts factory floor events into three tiers.
The first tier, proceed, covers deviations the plant has seen before that fall within known safe bounds, such as a kiln feed rate adjustment within an established range. These should run without a stop for approval, because routing them to a person only trains that person to click through.
The second tier, pause, covers events that are unusual but not yet dangerous, such as a vibration reading trending toward a limit or a fuel blend shifting outside its typical mix. These warrant a brief human check before the system proceeds, giving an operator the chance to apply judgment the model does not yet have.
The third tier, escalate, covers events that are both high risk and unfamiliar, such as a pressure reading combined with a temperature spike that has no close precedent in the plant’s history. These should stop the process entirely and require a decision from someone with the authority to shut down a line.
Who should set the threshold
Where these tiers get drawn matters as much as the framework itself. Threshold setting is frequently handed to the vendor supplying the monitoring software or to a plant’s IT department, both of which understand the technology but not the specific tolerances of a given kiln, mill or line. Operations staff, who know that a particular grinding unit runs hotter under monsoon humidity or that a calciner behaves differently after a refractory reline, are better positioned to calibrate what counts as routine on their own equipment.
Handing threshold ownership to operations does not remove IT or vendors from the process, but it puts the calibration decision closest to the people who live with its consequences on the floor.
Signals that oversight is actually working
A few concrete indicators reveal whether a monitoring setup is functioning as intended or simply providing the appearance of safety. The escalation rate over time is the first: a rate that stays flat or climbs slowly as operations mature is healthy, while one that spikes and then falls sharply often means operators have started overriding the system rather than engaging with it. Time to resolution is the second: escalations that take progressively longer to close suggest fatigue or confusion about ownership, not diligence. The third, and most telling, is how accurate the system’s own uncertainty estimates turn out to be, meaning whether events flagged as high risk actually correlated with real incidents, and whether events waved through stayed incident free. A system whose escalations do not track with actual outcomes trains operators toward the same complacency that unmonitored equipment produces.
None of this argues against automation in Indian cement manufacturing, where a labor structure built on contract work and a track record of serious accidents make better monitoring an urgent need. It argues for treating human oversight as a design problem with three distinct settings, rather than a single
dial turned up whenever a plant wants to look safer on paper.
About the author:
Dijam Panigrahi, Co-founder and COO, GridRaster, is a spatial computing platform for industrial enterprises and manufacturers.
CarbonStrong Raises Rs 125 Million To Scale Low Carbon Cement Tech
Protect Your Margins
More Oversight Makes Cement Plants Less Safe
The biggest gap arises from inconsistent leadership
The Future of Vertical Material Handling
CarbonStrong Raises Rs 125 Million To Scale Low Carbon Cement Tech
Protect Your Margins
More Oversight Makes Cement Plants Less Safe
The biggest gap arises from inconsistent leadership

