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Cementing Circularity: From Waste to Value

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The cement industry is redefining its resource-intensive legacy by embracing circular economy principles such as co-processing, clinker substitution and industrial symbiosis. These strategies help cut emissions and unlock economic efficiencies, positioning cement as a driver of sustainable growth.

The cement industry is inherently resource-intensive, yet it holds immense potential to embrace circular economy principles, for example, shifting from wasteful linear models to regenerative systems of reuse and resource efficiency. According to joint research by the World Economic Forum and McKinsey, transitioning to a circular built environment could not only reduce embodied CO2 emissions by up to 75 per cent, but also generate US$ 360 billion in net profits annually by 2050. Cement, responsible for nearly 30 per cent of material-related emissions in construction, is a pivotal actor in this shift.
On a global scale, embracing circular strategies, such as recycling construction and demolition waste, substituting clinker with recycled content, and recovering energy from waste, could unlock up to €110 billion in value by mid-century and mitigate about 2 billion tonnes of CO2 emissions, according to McKinsey. Such measures, when applied systematically, offer both environmental traction and economic upsides across the cement value chain.
In India, the circular transformation is already underway. Cement companies are increasingly integrating industrial by-products like fly ash, slag and calcined clays to substitute virgin limestone, reducing both resource extraction and emissions. As identified in a systematic review, this shift is fast gaining industrial momentum, reflecting a widening interest in recycling, clinker substitution and co-processing of waste streams across research
and practice.

Why Circular Economy?
The cement industry’s transition to a circular economy isn’t just an environmental imperative, it’s a powerful economic opportunity. According to joint research by the World Economic Forum and McKinsey, shifting to circular practices in the built environment, including cement, could reduce embodied CO2 emissions by up to 75 per cent and generate as much as $ 360 billion in net profits annually by 2050. Cement alone contributes roughly 30 per cent of building-related materials emissions, underscoring why transforming its production processes is both urgent and economically compelling.
Sanjay Mehta, President Procurement and Corporate Affairs, Shree Cement, says, “Cement plants are widely recognised as optimal facilities for the safe and efficient disposal of industrial wastes, owing to their high-temperature processing and closed-loop systems. At Shree Cement, we co-process a wide range of materials in strict adherence to Central Pollution Control Board (CPCB) guidelines. Commonly used wastes include agricultural residues (such as crop stubble and biomass), municipal solid waste
in the form of RDF, rubber and plastic waste and dried sewage sludge. This approach not only
ensures sustainable waste management but also significantly reduces reliance on fossil fuels and virgin raw materials, reinforcing our commitment to circular economy principles.”
Embedded in the principles of industrial ecology, co-processing transforms what would be waste into useful feedstock, providing both energy and material value. According to the Confederation of Indian Industry (CII) and Shakti Foundation, different waste streams—Municipal Solid Waste (MSW) at 57 per cent, biomass at 34 per cent, tyre waste at 7 per cent, hazardous material at 3.5 per cent, and spent pot lining at under 1 per cent—could together serve as alternative fuels in cement kilns by 2025. Not only does this divert landfill-bound refuse, it replaces virgin mineral and fossil fuel inputs, aligning profit-generating practices with ecological responsibility.
Indian cement companies are trailing global frontrunners yet making encouraging strides. Ambuja Cement, through its Geoclean initiative, co-processed approximately 0.54 million tonnes of alternative fuels in FY 2023–24, accounting for about 6.36 per cent of their thermal energy needs. They also used 8.6 million tonnes of waste-derived raw materials like fly ash and slag, demonstrating how circular strategies can scale within existing operations.
Additionally, Geocycle India has co-processed over 2 million tonnes of waste in recent years, achieving up to 6 per cent TSR at select plants, including those in Gujarat at 7 per cent TSR, highlighting both opportunity and industrial momentum.
That said, co-processing demands careful planning, technology, and logistics. Pre-processing infrastructure, such as shredders, homogenous storage, feeder systems and on-site labs, is essential to ensure consistent calorific value, safe combustion and clinker quality. According to CPCB estimates, investing Rs.25–30 crore per million tonne per annum of clinker capacity is required to retrofit plants to achieve a 15 per cent thermal substitution rate (TSR). Yet, the combined environmental benefits, ranging from GHG reductions and natural resource conservation to supporting municipal waste solutions, make co-processing a smart, pragmatic step toward cementing circularity in the industry.

Clinker Substitution and AFR
Reducing clinker usage remains one of the most impactful pathways for decarbonising cement. A report by Indian Cement Benchmarking mentions that India has lowered its national average clinker factor to around 0.68–0.70, compared to the global average of 0.75–0.77, with top producers pushing it further down to 0.65 or below using blended cements like Portland Pozzolana Cement (PPC) and Portland Slag Cement (PSC). Beyond emission cuts,
clinker substitution conserves limestone, lowers production costs and reduces energy demand per tonne of cement produced.
The concept of industrial symbiosis enables industries to feed off each other’s by-products, creating value from what would otherwise be waste. A notable example is Denmark’s Kalundborg Eco-Industrial Park, where gypsum from a power plant is used in wallboard manufacturing, and fly ash and clinker by-products support road construction and cement production. This circular collaboration significantly enhances environmental and economic efficiency, encouraging resource sharing, cost-saving and reduced waste. In India, similar models can redefine material cycles between steel, power and cement clusters, leveraging by-products like slag, fly ash and effluent residues as valuable inputs.
“Collaboration begins with shared sustainability goals. Cement companies can work with traders to identify low-carbon alternatives, co-develop supplier standards and invest in pre-processing infrastructure. Long-term partnerships can unlock access to circular materials like biomass, construction waste and industrial residues, while also ensuring traceability and quality control across borders,” says Uttam Sur, Chief Sustainability and Security Officer, Valency International Pte.
Co-processing waste as alternative fuels and raw materials aligns economic viability with sustainability. According to ‘From Grey to Green – Decarbonising India’s Cement Industry,’ India’s Thermal Substitution Rate (TSR) has risen from one per cent in 2010 to around seven per cent, with some plants reaching TSR levels as high as 25 per cent to 35 per cent using Refuse-Derived Fuel (RDF), biomass, hazardous wastes and industrial residues. This shift reduces reliance on coal, curbs emissions and embeds a circular fuel-and-feedstock cycle within cement operations.
Expanding on this, data from Indian Cement Benchmarking 2023 shows an average TSR of seven per cent, with leading plants achieving up to 38 per cent TSR, and many targeting 20 per cent to 30 per cent per cent plus TSR in the near future. Embracing biomass, industrial waste and novel fuel mixes, these plants are setting the stage for a more resilient and sustainable fuel portfolio.

Quarry to Kiln
The cement industry’s transition from resource depletion to circular sourcing hinges on securing raw materials responsibly, from the quarry to the kiln. Sustainable sourcing not only mitigates ecological impact but also shields businesses from supply disruptions and volatile commodity prices. For instance, utilising locally available raw materials like Nimbahera stone can dramatically reduce transportation emissions and the environmental footprint associated with long-haul logistics. Nimbahera stone, a blue limestone prevalent in Rajasthan, is widely sourced for regional cement plants, exemplifying how proximity-to-resource offers both sustainability and economic benefits.
Clinker substitution further reinforces sustainable sourcing by curbing reliance on virgin limestone. A report by the Cement Manufacturers’ Association reveals that India’s clinker-to-cement ratio stands around 69.5 per cent, closely aligned with global top performers at 65 per cent, meaning nearly 30 per cent of material inputs derive from supplementary resources like fly ash and slag. Reducing clinker demand not only conserves natural resources but also cuts CO2 emissions, estimated at 0.83 tonnes per tonne of clinker displaced.
Beyond raw material sourcing, upstream innovations such as recycling spent refractories are gaining traction. A report in Indian Cement Review notes that leading firms like ACC and UltraTech have begun blending 30 per cent to 40 per cent spent refractories into raw meal, significantly reducing dependence on virgin inputs. This shift is projected to reduce refractory disposal costs by `15–20 crore annually, while enhancing thermal efficiency in
kiln operations.

Digital Technologies
The cement industry is increasingly leveraging digitalisation and artificial intelligence (AI) to unlock circular economy practices. Advanced AI- and IoT-powered process-control systems are instrumental in optimising production, minimising waste, enabling predictive maintenance and streamlining material flows, thus facilitating the integration of by-products like fly ash and slag back into the process. These smart systems also support emissions monitoring and ensure resource efficiency across operations.
Moreover, digital twins, which refers to virtual replicas of physical plant operations, allow operators to simulate and optimise process changes in real time. A report by KPMG illustrates how a digital twin of a raw mill can optimise energy usage by continuously modelling variable process parameters. Parallelly, AI-based ‘mine mix optimisers’ and fuel schedulers dynamically balance inputs to flatten energy loads and enhance material consistency.
These interventions not only elevate energy efficiency but also lay the groundwork for circularity-enabled production.

Waste Management
Partnerships between cement players and waste management firms are emerging as pivotal enablers of circularity. Indian digital recycling platforms like Recykal are transforming the supply-side value chain by connecting waste generators, collectors, and recyclers—thus ensuring a steady stream of alternate inputs into cement kilns. Recykal’s digital platform scaled rapidly—from recycling 30,000 tonnes of plastic in 2017 to over 200,000 tonnes by 2021—demonstrating the power of tech-enabled collaboration to feed circular processes.
On the ground, municipal collaborations are also gaining traction. For instance, the Haryana government recently sanctioned a `89.9 crore PPP to reclaim 14 lakh tonnes of legacy waste at the Bandhwari landfill, explicitly mandating the use of resulting refuse-derived fuel (RDF) by industrial users like cement plants. This public-private model repositions waste as feedstock and not as landfill fodder, shifting the circular sector into action.

Regulatory Push and Policy Support
Regulatory frameworks are emerging as powerful levers for circular economy adoption in India’s cement sector. The Perform, Achieve and Trade (PAT) scheme under India’s National Mission for Enhanced Energy Efficiency is a prime example. According to the Bureau of Energy Efficiency, cement plants participating in PAT cycles have consistently surpassed their energy-saving targets, achieving around 1.48 MTOE in Cycle I and 1.56 MTOE in
Cycle II—both significantly over their targets. Furthermore, the upcoming Carbon Credit Trading Scheme (CCTS) is expected to evolve from PAT, setting specific carbon intensity targets per tonne of cement and enabling tradable credits for greener performance. These market-linked incentives are nudging the industry to align energy efficiency initiatives with regulatory expectations.
Beyond energy-specific schemes, waste management rules underscore circular pathways like co-processing. The 2016 Solid Waste Management rules, and the Hazardous Waste Management standards, explicitly recognise co-processing in cement kilns—facilitating faster approvals provided emission standards are met, while enabling interstate waste movements through simplified protocols. Complementing these measures, the CII Waste Material Exchange portal offers a marketplace connecting waste generators with cement plants, fostering resource-sharing partnerships across sectors. Together, these policies and platforms are lowering institutional barriers and creating structured pathways for cement’s engagement in the circular economy.

Market Incentives and Green Financing
Financial mechanisms are pivotal in scaling circular and low-carbon transitions. According to a joint report by MUFG Bank and the Climate Bonds Initiative, India will need a staggering $ 1.3 trillion in cumulative green, social and sustainability-linked funding by 2030 to decarbonise energy-intensive sectors like cement and steel. Concrete proof of financial innovation’s potential is seen at UltraTech Cement, which secured $ 500 million in sustainability-linked loans in 2024, its second such financing, tying funding to ESG performance and green energy uptake. These instruments allow cement companies to raise capital while embedding sustainability targets within debt structures.
On the institutional front, green credit channels are emerging to support circular upgrades. Recently, the State Bank of India (SBI) signed a €100 million (`900 crore) green finance agreement with Agence Française de Développement (AFD), aimed at scaling up climate mitigation projects across India. SBI’s goal is to increase its green loan portfolio to 7.5 per cent to 10 per cent of domestic advances by 2030.
Meanwhile, MSMEs, often integral to cement value chains, stand to benefit from initiatives like MSE-SPICE and MSE-GIFT, which offer incentives and concessional financing for adopting circular economy and clean technology practices. These emerging financing tools make circular investments more accessible and create a viable economic framework for industry-wide scale-up.

Challenges Ahead
India’s journey toward circularity in cement hinges critically on building robust infrastructure and coordination across value chains. According to a CEEW study, transitioning to widespread industrial symbiosis, where waste streams are repurposed effectively, faces major logistical and infrastructure constraints, with fragmented collection systems, inconsistent waste segregation and limited pre-processing facilities hampering scale. Meanwhile, the country’s municipal solid waste (MSW) generation is already estimated at 62 million tonnes annually, of which only approximately 70 per cent is collected, and a mere 20 per cent processed, leaving the rest in landfills or open disposal, undermining cement sector efforts to source viable refuse-derived fuel (RDF).
Beyond infrastructure shortfalls, there is a pervasive awareness and standardisation gap that slows circular adoption in cement operations. Many industry players remain unconvinced about the quality and consistency of alternative raw materials like construction-demolition waste or spent refractories. In addition, while technical guidelines on co-processing exist, variance in enforcement, lack of uniform standards across states and lingering misconceptions about emissions compliance contribute to slow uptake. Overcoming these perceptual and regulatory asymmetries will require concerted efforts in training, stakeholder alignment and harmonised norms to ensure that circular practices are not just technically viable but trusted across the sector.

Conclusion
The cement industry’s embrace of circular economy principles marks a decisive shift from linear ‘produce–use–discard’ models toward regenerative resource use. By scaling co-processing of waste, clinker substitution, and industrial symbiosis, cement manufacturers are demonstrating that environmental responsibility and business competitiveness can go hand in hand. According to the International Finance Corporation (IFC), co-processing alone could help the sector reduce up to 15 per cent of its fossil fuel use in India, while clinker substitution strategies could curb emissions by 200–250 kg of CO2 per tonne of cement. These gains not only lower the industry’s carbon footprint but also unlock cost efficiencies and extend the lifespan of finite raw material reserves.
Looking ahead, the sector’s success in circular transitions will depend on three enablers: policy harmonisation, collaborative ecosystems and digital technologies. With regulatory frameworks tightening around waste management and carbon emissions, and with green financing mechanisms gaining traction, the cement industry has both the mandate and opportunity to lead by example. By forging stronger partnerships with waste managers, technology providers and policymakers, and by investing in AI-driven monitoring and resource optimisation, the industry can accelerate its path toward net-zero cement production. In doing so, it positions itself not just as a consumer of resources, but as a vital solution-provider in building a sustainable, circular economy.

– Kanika Mathur

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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Concrete

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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