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Decarbonising Indian Cement: A Net-Zero Roadmap

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Cement is among the most carbon-intensive materials in the world. Hence, the Indian cement industry needs to chart a practical path to decarbonisation as the country aggressively pursues its green infrastructure goals.

Cement is the lifeblood of modern construction, but it is also among the most carbon-intensive materials in the world. As India’s infrastructure boom continues, balancing the nation’s development priorities with climate commitments has never been more urgent. Cement contributes nearly 7–8 per cent of global CO2 emissions, largely due to the energy-intensive nature of clinker production and the chemical process of calcination. Against this backdrop, the Indian cement industry sits at the crossroads of an immense challenge and an equally significant opportunity: to become a global leader in decarbonised construction.
Sudeshna Banerjee, Managing Director, PS Digitech-HR (India), states, “Cement is literally the backbone of modern construction, but it is also one of the most carbon-intensive materials in the world. As the world races towards net zero, the cement sector faces both an enormous challenge and the unique opportunity to evolve, innovate, adapt and lead the way in sustainable construction.”
Her framing reflects the stark reality. While India’s cement plants are among the most efficient globally in terms of energy consumption per tonne, the scale of India’s construction pipeline — highways, affordable housing, metros, airports, and renewable energy infrastructure — means demand for cement will continue to rise. Without decisive decarbonisation, this growth could lead to rising national emissions, undermining India’s climate pledges.
This makes cement decarbonisation not just an industry issue but a national economic and policy priority.

Pathways to low-carbon cement
Vimal Kumar Jain, Technical Director of Heidelberg Cement, highlights the need to diversify beyond ordinary Portland cement (OPC). “Traditional OPC has a clinker factor exceeding 90 per cent, resulting in a carbon footprint of around 675 kg CO2 per tonne of cement. In comparison, composite cement with a clinker factor of 35 per cent can go as low as 260 kg CO2 per tonne,” he explains.
These numbers illustrate how clinker substitution alone can cut emissions by more than half.
Blended cements such as Portland Pozzolana Cement (PPC) and composite cements reduce reliance
on energy-intensive clinker by incorporating supplementary materials like fly ash, slag, calcined clays or silica fume.
Globally, Europe has pushed ahead with performance-based standards, allowing lower clinker factors while ensuring durability and strength. In India, however, tender specifications and regulatory standards still mandate OPC in many projects. Jain argues, “Wider acceptance of blended cement is crucial, especially among large construction firms and government tenders. This shift is essential, considering the finite nature of limestone deposits that we need to preserve for future generations.”
This is not just an environmental imperative — it is also a resource security strategy for India.

AFR and circular economy: Turning waste into energy
The use of Alternative Fuels and Raw Materials (AFR) is another pillar. AFR involves replacing fossil fuels such as coal and petcoke with biomass, refuse-derived fuel (RDF), and other industrial or municipal waste streams. Dr Ulhas Parlikar, Global Consultant (for waste management, circular economy and policy advocacy), notes, “When scaling AFR, quality and consistency are crucial. Feeding has to be uniform and precise, and chloride content must be managed. Otherwise, combustion efficiency and clinker quality suffer.”
He also points to a less discussed but critical issue — odour. As AFR volumes rise, odour from waste-derived fuels can impact workers and communities, underscoring the need for advanced pre-processing and odour management technologies.
Emphasising the need for collaboration, Dr Parlikar says, “When we can store grains for years together, why can’t we store biomass? Policy frameworks must enable collection, pre-processing, and procurement models for RDF and biomass. Farmers, municipalities, and cement companies must be aligned to unlock this potential.”
This is particularly relevant in India, where stubble burning is a seasonal air pollution crisis. Redirecting agricultural residues into AFR use could create a win–win — reducing urban smog while decarbonising cement kilns.

Research and innovation: The technology roadmap
From a researcher’s perspective, Dr S B Hegde, Professor, Jain College of Engineering & Technology, Hubli and Visiting Professor, Pennsylvania State University, USA, lays out a phased technology roadmap:

  • Short-term (2025–2030): AFR expansion, AI-optimised blending, SCMs, and LC3.
  • Medium-term (2030–2040): Hydrogen-based fuels, large-scale digital twins.
  • Long-term (2040+): Carbon Capture, Utilisation, and Storage (CCUS) at scale, new clinker chemistries and deep structural shifts.

He warns that progress requires not only new technologies but also regulatory reform. “We are still working on prescriptive codes in India. Other countries use performance-based standards, which enable higher SCM substitution without compromising durability. India must adopt similar standards,” Dr Hegde adds.
This shift would remove a key bottleneck: the inability of cement companies to introduce innovative low-carbon products into mainstream projects due to rigid specifications. Addressing the competency and skill gaps of cement plant staff is essential,
he emphasises.
According to Kiranmai Sanagavarapu, Program Manager, Clinker Decarbonisation, FLSmidth Cement, technology can ensure that variability in fuels and raw materials does not compromise quality. “Digitalisation is less about gadgets; it is about confidence. Every time you lower a clinker factor or push alternative fuels, you introduce variability. What keeps plants and customers confident is the ability to measure, predict and stabilise in real time,” she says.

Examples include:

  • Kiln predictive controls that maintain flame stability even with high AFR substitution
  • Automated labs and analytics that enable consistent production of LC3 or composite cements despite variable raw materials
  • Continuous gas analysis and remote services that make troubleshooting proactive rather than reactive

These tools turn decarbonisation from a series of risky experiments into a scalable, repeatable process.

The financing challenge
Transitioning to net-zero cement is capital-intensive. CCUS projects alone require hundreds of millions of dollars per plant. For India, where cement is a highly competitive and price-sensitive sector, this creates tension between sustainability goals and
cost pressures.
Darshak Mehta, Energy Sector Group Consultant, Asian Development Bank (ADB), explains, “Once you know the price of CO2, that will automatically drive the forces in the right direction. Without carbon pricing, it is difficult to know which technology to pick and at what price point.”

ADB has explored multiple avenues:

  • Feasibility studies to test CCUS in Indian cement plants.
  • CCUS readiness assessments — integrating space, cooling, and design features into new plants at minimal extra cost.
  • Blended finance models, where concessional funds de-risk projects for private investors.
  • Carbon credit pre-purchase mechanisms, similar to the CDM era that provide upfront liquidity.

He emphasises the need for CO2 hubs, shared infrastructure for capture, transport, and storage. Such hubs, if developed in India, could lower costs by pooling investments across industries. “Policy drivers that create demand will start the production and financing cycle,” states Mehta.

Taking a lead in decarbonisation
According to Lovish Ahuja, Chief Sustainability Officer, Dalmia Cement (Bharat), the company reduced its footprint to 456 kg CO2 per tonne in FY25, from 670 kg ten years ago. “Our blended cement portfolio now stands at 85 per cent, renewable energy penetration is 40 per cent and targeted to reach 65 per cent by 2030, even as we double capacity. Our aspirational target is carbon negativity by 2040. While challenging, it is possible through a portfolio of solutions: clinker factor reduction, renewables, AFR, digitalisation and CCUS.”
He captures the essence of their strategy in one line: “Clean and green is profitable and sustainable.” This message is crucial in a sector often seen as “choosing between cost and climate.” Dalmia’s journey shows sustainability can strengthen competitiveness rather than weaken it.
Sharing the example of Heidelberg’s Brevik project in Norway, Jain says, “The Brevik project is the world’s first full-scale cement CCUS installation, designed to capture 400,000 tonnes of CO2 annually — about 50 per cent of the plant’s emissions. Captured carbon is liquefied, transported by ship, and permanently stored under the seabed in the North Sea. The total investment is €500 million, of which 75–80 per cent is supported by the Norwegian government.
For India, replicating such projects will require strong state support. Jain argues that without concessional finance or incentives like lower GST, CCUS will remain out of reach for Indian plants despite its necessity in the long run.

Policy and standards: Enabling change
India’s cement industry is already globally competitive on energy efficiency, often beating Western plants in Specific Energy Consumption (SEC). But gaps remain:
• Clinker factor: Global best is ~0.60; India averages ~0.70
• AFR substitution: EU averages 30–40 per cent; India is ~18 per cent
• Digitalisation: Europe and South America are ~60 per cent digitised; India ~20 per cent
• CCUS pilots: Europe and China have 5–10 per cent cement capacity under pilots; India is below 1 per cent

Bridging these gaps will determine India’s ability to remain competitive under frameworks like the EU Carbon Border Adjustment Mechanism (CBAM), which from 2026 will tax imports based on embedded carbon. Without rapid decarbonisation, Indian cement exports could face significant tariffs.
To achieve decarbonisation goals, Ahuja emphasises collaboration between all stakeholders. “Decarbonisation is not one silver bullet; it should be seen as a portfolio solution. Partnerships with waste processors, suppliers and policymakers are equally important.”

Industry experts urge the government to:
• Shift from prescriptive codes (mandating minimum clinker content) to performance-based standards.
• Integrate green procurement into CPWD, NHAI and smart city projects.
• Support CCUS and renewables with tax incentives, subsidies and concessional finance.
• Facilitate carbon credit trading, enabling cement companies to monetise their reductions.

Sudeshna Banerjee notes, “This (decarbonisation) journey is not for a single company or institution. It will take the collective will of industry, policymakers, researchers and financiers to make sustainable cement the new norm.”

Cementing a greener future
The decarbonisation of the Indian cement industry is both an engineering challenge and a systems challenge. It will require bold investments in CCUS, creative business models around AFR, enabling policy frameworks, and above all, a shift in mindset across the value chain. “Readiness is key — design plants to be adaptable so they can scale when policy and finance align,” opines Kiranmai Sanagavarapu.
India has the potential not only to meet its net-zero 2070 pledge but to emerge as a global pioneer in sustainable cement production. By embracing blended cements, scaling AFR, leveraging digitalisation, and securing climate finance, the sector can lead India’s green industrial revolution.
With readiness, collaboration, and vision, the Indian cement industry can truly become the green backbone of tomorrow’s infrastructure.

(This article is based on the virtual panel discussion on ‘Sustainability in Cement: Decarbonising the Backbone of Construction,’ organised by FIRST Construction Council and Indian Cement Review, in association with FLSmidth Cement, on Sept 25, 2025)

Concrete

Refractory demands in our kiln have changed

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Radha Singh, Senior Manager (P&Q), Shree Digvijay Cement, points out why performance, predictability and life-cycle value now matter more than routine replacement in cement kilns.

As Indian cement plants push for higher throughput, increased alternative fuel usage and tighter shutdown cycles, refractory performance in kilns and pyro-processing systems is under growing pressure. In this interview, Radha Singh, Senior Manager (P&Q), Shree Digvijay Cement, shares how refractory demands have evolved on the ground and how smarter digital monitoring is improving kiln stability, uptime and clinker quality.

How have refractory demands changed in your kiln and pyro-processing line over the last five years?
Over the last five years, refractory demands in our kiln and pyro line have changed. Earlier, the focus was mostly on standard grades and routine shutdown-based replacement. But now, because of higher production loads, more alternative fuels and raw materials (AFR) usage and greater temperature variation, the expectation from refractory has increased.
In our own case, the current kiln refractory has already completed around 1.5 years, which itself shows how much more we now rely on materials that can handle thermal shock, alkali attack and coating fluctuations. We have moved towards more stable, high-performance linings so that we don’t have to enter the kiln frequently for repairs.
Overall, the shift has been from just ‘installation and run’ to selecting refractories that give longer life, better coating behaviour and more predictable performance under tougher operating conditions.

What are the biggest refractory challenges in the preheater, calciner and cooler zones?
• Preheater: Coating instability, chloride/sulphur cycles and brick erosion.
• Calciner: AFR firing, thermal shock and alkali infiltration.
• Cooler: Severe abrasion, red-river formation and mechanical stress on linings.
Overall, the biggest challenge is maintaining lining stability under highly variable operating conditions.

How do you evaluate and select refractory partners for long-term performance?
In real plant conditions, we don’t select a refractory partner just by looking at price. First, we see their past performance in similar kilns and whether their material has actually survived our operating conditions. We also check how strong their technical support is during shutdowns, because installation quality matters as much as the material itself.
Another key point is how quickly they respond during breakdowns or hot spots. A good partner should be available on short notice. We also look at their failure analysis capability, whether they can explain why a lining failed and suggest improvements.
On top of this, we review the life they delivered in the last few campaigns, their supply reliability and their willingness to offer plant-specific custom solutions instead of generic grades. Only a partner who supports us throughout the life cycle, which includes selection, installation, monitoring and post-failure analysis, fits our long-term requirement.

Can you share a recent example where better refractory selection improved uptime or clinker quality?
Recently, we upgraded to a high-abrasion basic brick at the kiln outlet. Earlier we had frequent chipping and coating loss. With the new lining, thermal stability improved and the coating became much more stable. As a result, our shutdown interval increased and clinker quality remained more consistent. It had a direct impact on our uptime.

How is increased AFR use affecting refractory behaviour?
Increased AFR use is definitely putting more stress on the refractory. The biggest issue we see daily is the rise in chlorine, alkalis and volatiles, which directly attack the lining, especially in the calciner and kiln inlet. AFR firing is also not as stable as conventional fuel, so we face frequent temperature fluctuations, which cause more thermal shock and small cracks in the lining.
Another real problem is coating instability. Some days the coating builds too fast, other days it suddenly drops, and both conditions impact refractory life. We also notice more dust circulation and buildup inside the calciner whenever the AFR mix changes, which again increases erosion.
Because of these practical issues, we have started relying more on alkali-resistant, low-porosity and better thermal shock–resistant materials to handle the additional stress coming from AFR.

What role does digital monitoring or thermal profiling play in your refractory strategy?
Digital tools like kiln shell scanners, IR imaging and thermal profiling help us detect weakening areas much earlier. This reduces unplanned shutdowns, helps identify hotspots accurately and allows us to replace only the critical sections. Overall, our maintenance has shifted from reactive to predictive, improving lining life significantly.

How do you balance cost, durability and installation speed during refractory shutdowns?
We focus on three points:
• Material quality that suits our thermal profile and chemistry.
• Installation speed, in fast turnarounds, we prefer monolithic.
• Life-cycle cost—the cheapest material is not the most economical. We look at durability, future downtime and total cost of ownership.
This balance ensures reliable performance without unnecessary expenditure.

What refractory or pyro-processing innovations could transform Indian cement operations?
Some promising developments include:
• High-performance, low-porosity and nano-bonded refractories
• Precast modular linings to drastically reduce shutdown time
• AI-driven kiln thermal analytics
• Advanced coating management solutions
• More AFR-compatible refractory mixes

These innovations can significantly improve kiln stability, efficiency and maintenance planning across the industry.

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Digital supply chain visibility is critical

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MSR Kali Prasad, Chief Digital and Information Officer, Shree Cement, discusses how data, discipline and scale are turning Industry 4.0 into everyday business reality.

Over the past five years, digitalisation in Indian cement manufacturing has moved decisively beyond experimentation. Today, it is a strategic lever for cost control, operational resilience and sustainability. In this interview, MSR Kali Prasad, Chief Digital and Information Officer, Shree Cement, explains how integrated digital foundations, advanced analytics and real-time visibility are helping deliver measurable business outcomes.

How has digitalisation moved from pilot projects to core strategy in Indian cement manufacturing over the past five years?
Digitalisation in Indian cement has evolved from isolated pilot initiatives into a core business strategy because outcomes are now measurable, repeatable and scalable. The key shift has been the move away from standalone solutions toward an integrated digital foundation built on standardised processes, governed data and enterprise platforms that can be deployed consistently across plants and functions.
At Shree Cement, this transition has been very pragmatic. The early phase focused on visibility through dashboards, reporting, and digitisation of critical workflows. Over time, this has progressed into enterprise-level analytics and decision support across manufacturing and the supply chain,
with clear outcomes in cost optimisation, margin protection and revenue improvement through enhanced customer experience.
Equally important, digital is no longer the responsibility of a single function. It is embedded into day-to-day operations across planning, production, maintenance, despatch and customer servicing, supported by enterprise systems, Industrial Internet of Things (IIoT) data platforms, and a structured approach to change management.

Which digital interventions are delivering the highest ROI across mining, production and logistics today?
In a capital- and cost-intensive sector like cement, the highest returns come from digital interventions that directly reduce unit costs or unlock latent capacity without significant capex.
Supply chain and planning (advanced analytics): Tools for demand forecasting, S&OP, network optimisation and scheduling deliver strong returns by lowering logistics costs, improving service levels, and aligning production with demand in a fragmented and regionally diverse market.
Mining (fleet and productivity analytics): Data-led mine planning, fleet analytics, despatch discipline, and idle-time reduction improve fuel efficiency and equipment utilisation, generating meaningful savings in a cost-heavy operation.
Manufacturing (APC and process analytics): Advanced Process Control, mill optimisation, and variability reduction improve thermal and electrical efficiency, stabilise quality and reduce rework and unplanned stoppages.
Customer experience and revenue enablement (digital platforms): Dealer and retailer apps, order visibility and digitally enabled technical services improve ease of doing business and responsiveness. We are also empowering channel partners with transparent, real-time information on schemes, including eligibility, utilisation status and actionable recommendations, which improves channel satisfaction and market execution while supporting revenue growth.
Overall, while Artificial Intelligence (AI) and IIoT are powerful enablers, it is advanced analytics anchored in strong processes that typically delivers the fastest and most reliable ROI.

How is real-time data helping plants shift from reactive maintenance to predictive and prescriptive operations?
Real-time and near real-time data is driving a more proactive and disciplined maintenance culture, beginning with visibility and progressively moving toward prediction and prescription.
At Shree Cement, we have implemented a robust SAP Plant Maintenance framework to standardise maintenance workflows. This is complemented by IIoT-driven condition monitoring, ensuring consistent capture of equipment health indicators such as vibration, temperature, load, operating patterns and alarms.
Real-time visibility enables early detection of abnormal conditions, allowing teams to intervene before failures occur. As data quality improves and failure histories become structured, predictive models can anticipate likely failure modes and recommend timely interventions, improving MTBF and reducing downtime. Over time, these insights will evolve into prescriptive actions, including spares readiness, maintenance scheduling, and operating parameter adjustments, enabling reliability optimisation with minimal disruption.
A critical success factor is adoption. Predictive insights deliver value only when they are embedded into daily workflows, roles and accountability structures. Without this, they remain insights without action.

In a cost-sensitive market like India, how do cement companies balance digital investment with price competitiveness?
In India’s intensely competitive cement market, digital investments must be tightly linked to tangible business outcomes, particularly cost reduction, service improvement, and faster decision-making.
This balance is achieved by prioritising high-impact use cases such as planning efficiency, logistics optimisation, asset reliability, and process stability, all of which typically deliver quick payback. Equally important is building scalable and governed digital foundations that reduce the marginal cost of rolling out new use cases across plants.
Digitally enabled order management, live despatch visibility, and channel partner platforms also improve customer centricity while controlling cost-to-serve, allowing service levels to improve without proportionate increases in headcount or overheads.
In essence, the most effective digital investments do not add cost. They protect margins by reducing variability, improving planning accuracy, and strengthening execution discipline.

How is digitalisation enabling measurable reductions in energy consumption, emissions, and overall carbon footprint?
Digitalisation plays a pivotal role in improving energy efficiency, reducing emissions and lowering overall carbon intensity.
Real-time monitoring and analytics enable near real-time tracking of energy consumption and critical operating parameters, allowing inefficiencies to be identified quickly and corrective actions to be implemented. Centralised data consolidation across plants enables benchmarking, accelerates best-practice adoption, and drives consistent improvements in energy performance.
Improved asset reliability through predictive maintenance reduces unplanned downtime and process instability, directly lowering energy losses. Digital platforms also support more effective planning and control of renewable energy sources and waste heat recovery systems, reducing dependence on fossil fuels.
Most importantly, digitalisation enables sustainability progress to be tracked with greater accuracy and consistency, supporting long-term ESG commitments.

What role does digital supply chain visibility play in managing demand volatility and regional market dynamics in India?
Digital supply chain visibility is critical in India, where demand is highly regional, seasonality is pronounced, and logistics constraints can shift rapidly.
At Shree Cement, planning operates across multiple horizons. Annual planning focuses on capacity, network footprint and medium-term demand. Monthly S&OP aligns demand, production and logistics, while daily scheduling drives execution-level decisions on despatch, sourcing and prioritisation.
As digital maturity increases, this structure is being augmented by central command-and-control capabilities that manage exceptions such as plant constraints, demand spikes, route disruptions and order prioritisation. Planning is also shifting from aggregated averages to granular, cost-to-serve and exception-based decision-making, improving responsiveness, lowering logistics costs and strengthening service reliability.

How prepared is the current workforce for Industry 4.0, and what reskilling strategies are proving most effective?
Workforce preparedness for Industry 4.0 is improving, though the primary challenge lies in scaling capabilities consistently across diverse roles.
The most effective approach is to define capability requirements by role and tailor enablement accordingly. Senior leadership focuses on digital literacy for governance, investment prioritisation, and value tracking. Middle management is enabled to use analytics for execution discipline and adoption. Frontline sales and service teams benefit from
mobile-first tools and KPI-driven workflows, while shop-floor and plant teams focus on data-driven operations, APC usage, maintenance discipline, safety and quality routines.
Personalised, role-based learning paths, supported by on-ground champions and a clear articulation of practical benefits, drive adoption far more effectively than generic training programmes.

Which emerging digital technologies will fundamentally reshape cement manufacturing in the next decade?
AI and GenAI are expected to have the most significant impact, particularly when combined with connected operations and disciplined processes.
Key technologies likely to reshape the sector include GenAI and agentic AI for faster root-cause analysis, knowledge access, and standardisation of best practices; industrial foundation models that learn patterns across large sensor datasets; digital twins that allow simulation of process changes before implementation; and increasingly autonomous control systems that integrate sensors, AI, and APC to maintain stability with minimal manual intervention.
Over time, this will enable more centralised monitoring and management of plant operations, supported by strong processes, training and capability-building.

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Concrete

Redefining Efficiency with Digitalisation

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Professor Procyon Mukherjee discusses how as the cement industry accelerates its shift towards digitalisation, data-driven technologies are becoming the mainstay of sustainability and control across the value chain.

The cement industry, long perceived as traditional and resistant to change, is undergoing a profound transformation driven by digital technologies. As global infrastructure demand grows alongside increasing pressure to decarbonise and improve productivity, cement manufacturers are adopting data-centric tools to enhance performance across the value chain. Nowhere is this shift more impactful than in grinding, which is the energy-intensive final stage of cement production, and in the materials that make grinding more efficient: grinding media and grinding aids.

The imperative for digitalisation
Cement production accounts for roughly 7 per cent to 8 per cent of global CO2 emissions, largely due to the energy intensity of clinker production and grinding processes. Digital solutions, such as AI-driven process controls and digital twins, are helping plants improve stability, cut fuel use and reduce emissions while maintaining consistent product quality. In one deployment alongside ABB’s process controls at a Heidelberg plant in Czechia, AI tools cut fuel use by 4 per cent and emissions by 2 per cent, while also improving operational stability.
Digitalisation in cement manufacturing encompasses a suite of technologies, broadly termed as Industrial Internet of Things (IIoT), AI and machine learning, predictive analytics, cloud-based platforms, advanced process control and digital twins, each playing a role in optimising various stages of production from quarrying to despatch.

Grinding: The crucible of efficiency and cost
Of all the stages in cement production, grinding is among the most energy-intensive, historically consuming large amounts of electricity and representing a significant portion of plant operating costs. As a result, optimising grinding operations has become central to digital transformation strategies.
Modern digital systems are transforming grinding mills from mechanical workhorses into intelligent, interconnected assets. Sensors throughout the mill measure parameters such as mill load, vibration, mill speed, particle size distribution, and power consumption. This real-time data, fed into machine learning and advanced process control (APC) systems, can dynamically adjust operating conditions to maintain optimal throughput and energy usage.
For example, advanced grinding systems now predict inefficient conditions, such as impending mill overload, by continuously analysing acoustic and vibration signatures. The system can then proactively adjust clinker feed rates and grinding media distribution to sustain optimal conditions, reducing energy consumption and improving consistency.

Digital twins: Seeing grinding in the virtual world
One of the most transformative digital tools applied in cement grinding is the digital twin, which a real-time virtual replica of physical equipment and processes. By integrating sensor data and
process models, digital twins enable engineers to simulate process variations and run ‘what-if’
scenarios without disrupting actual production. These simulations support decisions on variables such as grinding media charge, mill speed and classifier settings, allowing optimisation of energy use and product fineness.
Digital twins have been used to optimise kilns and grinding circuits in plants worldwide, reducing unplanned downtime and allowing predictive maintenance to extend the life of expensive grinding assets.

Grinding media and grinding aids in a digital era
While digital technologies improve control and prediction, materials science innovations in grinding media and grinding aids have become equally crucial for achieving performance gains.
Grinding media, which comprise the balls or cylinders inside mills, directly influence the efficiency of clinker comminution. Traditionally composed of high-chrome cast iron or forged steel, grinding media account for nearly a quarter of global grinding media consumption by application, with efficiency improvements translating directly to lower energy intensity.
Recent advancements include ceramic and hybrid media that combine hardness and toughness to reduce wear and energy losses. For example, manufacturers such as Sanxin New Materials in China and Tosoh Corporation in Japan have developed sub-nano and zirconia media with exceptional wear resistance. Other innovations include smart media embedded with sensors to monitor wear, temperature, and impact forces in real time, enabling predictive maintenance and optimal media replacement scheduling. These digitally-enabled media solutions can increase grinding efficiency by as much as 15 per cent.
Complementing grinding media are grinding aids, which are chemical additives that improve mill throughput and reduce energy consumption by altering the surface properties of particles, trapping air, and preventing re-agglomeration. Technology leaders like SIKA AG and GCP Applied Technologies have invested in tailored grinding aids compatible with AI-driven dosing platforms that automatically adjust additive concentrations based on real-time mill conditions. Trials in South America reported throughput improvements nearing 19 per cent when integrating such digital assistive dosing with process control systems.
The integration of grinding media data and digital dosing of grinding aids moves the mill closer to a self-optimising system, where AI not only predicts media wear or energy losses but prescribes optimal interventions through automated dosing and operational adjustments.

Global case studies in digital adoption
Several cement companies around the world exemplify digital transformation in practice.
Heidelberg Materials has deployed digital twin technologies across global plants, achieving up to 15 per cent increases in production efficiency and 20 per cent reductions in energy consumption by leveraging real-time analytics and predictive algorithms.
Holcim’s Siggenthal plant in Switzerland piloted AI controllers that autonomously adjusted kiln operations, boosting throughput while reducing specific energy consumption and emissions.
Cemex, through its AI and predictive maintenance initiatives, improved kiln availability and reduced maintenance costs by predicting failures before they occurred. Global efforts also include AI process optimisation initiatives to reduce energy consumption and environmental impact.

Challenges and the road ahead
Despite these advances, digitalisation in cement grinding faces challenges. Legacy equipment may lack sensor readiness, requiring retrofits and edge-cloud connectivity upgrades. Data governance and integration across plants and systems remains a barrier for many mid-tier producers. Yet, digital transformation statistics show momentum: more than half of cement companies have implemented IoT sensors for equipment monitoring, and digital twin adoption is growing rapidly as part of broader Industry 4.0 strategies.
Furthermore, as digital systems mature, they increasingly support sustainability goals: reduced energy use, optimised media consumption and lower greenhouse gas emissions. By embedding intelligence into grinding circuits and material inputs like grinding aids, cement manufacturers can strike a balance between efficiency and environmental stewardship.
Conclusion
Digitalisation is not merely an add-on to cement manufacturing. It is reshaping the competitive and sustainability landscape of an industry often perceived as inertia-bound. With grinding representing a nexus of energy intensity and cost, digital technologies from sensor networks and predictive analytics to digital twins offer new levers of control. When paired with innovations in grinding media and grinding aids, particularly those with embedded digital capabilities, plants can achieve unprecedented gains in efficiency, predictability and performance.
For global cement producers aiming to reduce costs and carbon footprints simultaneously, the future belongs to those who harness digital intelligence not just to monitor operations, but to optimise and evolve them continuously.

About the author:
Professor Procyon Mukherjee, ex-CPO Lafarge-Holcim India, ex-President Hindalco, ex-VP Supply Chain Novelis Europe,
has been an industry leader in logistics, procurement, operations and supply chain management. His career spans 38 years starting from Philips, Alcan Inc (Indian Aluminum Company), Hindalco, Novelis and Holcim. He authored the book, ‘The Search for Value in Supply Chains’. He serves now as Visiting Professor in SP Jain Global, SIOM and as the Adjunct Professor at SBUP. He advises leading Global Firms including Consulting firms on SCM and Industrial Leadership and is a subject matter expert in aluminum and cement. An Alumnus of IIM Calcutta and Jadavpur University, he has completed the LH Senior Leadership Programme at IVEY Academy at Western University, Canada.

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