Concrete
Powering progress
Published
1 year agoon
By
admin
The cement industry, known for its high energy consumption, faces increasing pressure to enhance efficiency and reduce environmental impact. ICR explores the critical role of energy management in cement manufacturing, highlighting the industry’s shift towards renewable energy, alternative fuels and advanced technologies to achieve sustainability. In the cement manufacturing process, energy consumption is a critical factor, significantly impacting both production costs and environmental sustainability. The industry is highly energy-intensive, with energy costs accounting for a substantial portion of the total production expenses.
According to International Energy Outlook (2016), the energy consumption of all industrial sectors around the World is increasing by an average of 1.2 per cent per year. The World’s industrial sector energy consumption expects to reach 309 quadrillions of British Thermal Units in 2040. The cement industry is one of the energy-intensive industries which utilises a sizeable amount of energy. Avami and Sattari (2007) found that the cement industries in Malaysia consumed about 12 per cent of the country’s total energy, while this value is 15 per cent in Iran. Hence, national and international efforts are carried out to reduce energy consumption and emission level in the cement industry.
In the cement industry, the total energy consumption accounts for 50–60 per cent of the overall manufacturing cost, while thermal energy accounts for 20–25 per cent (Wang et al., 2009; Singhi and Bhargava, 2010). The modern cement industry requires 110–120 kWh of electrical power to produce one ton of cement (Mejeoumov, 2007). Thermal energy is used mainly during the burning process, while electrical energy is used during the cement grinding process (Marciano, 2004).
Energy usage in cement manufacturing is primarily divided between thermal energy and electrical energy. Thermal energy is predominantly used in the kiln operation, where raw materials like limestone are heated to high temperatures to form clinker, the key component in cement. This stage consumes around 60-70 per cent of the total energy in the manufacturing process. The main fuel sources for thermal energy are coal, petcoke, and increasingly, alternative fuels derived from waste materials, which help in reducing carbon emissions. Electrical energy, on the other hand, is utilised across various stages, including raw material preparation, grinding, and cement milling. The grinding process, especially in the cement mill, is a significant consumer of electrical energy, often accounting for about 30-40 per cent of total electricity usage in the plant.
The energy consumption patterns vary depending on the technology employed, the type of fuel used, and the operational efficiency of the plant. Modern cement plants are adopting more energy-efficient technologies, such as preheaters, precalciners, and high-efficiency grinding systems, which help in reducing overall energy consumption. Additionally, there is a growing focus on optimising energy use through the integration of digital solutions and energy management systems, which can monitor and control energy consumption more effectively.
According to the report, Review on energy conservation and emission reduction approaches for cement industry, published December 2022, the energy consumption in cement production depends on the process through which it is manufactured. The dry process of cement manufacturing uses more electrical energy than the wet process, while the wet process uses more thermal energy than the dry process. The dry process of cement manufacturing utilises 75 per cent thermal and 25 per cent electrical energy. A maximum percentage of the total thermal energy is used for clinker production. According to the reports, the cement industry employs 90 per cent of the total consumed natural gas for clinker production in large rotary kilns (Fig. 6). For Indian cement industries, coal fulfills ninety-four per cent of the thermal energy demand. In contrast, the remaining need is fulfilled by fuel oil and high-speed diesel oil. The cement industry in India does not have sufficient natural gas available for fulfilling the thermal energy requirement (Karwa et al., 1998).
“Nuvoco has established a rigorous system for measuring and monitoring energy efficiency across its cement manufacturing processes.
Key metrics are tracked using advanced monitoring systems to ensure both optimal performance and strict regulatory compliance,” says Raju Ramchandran, SVP Manufacturing (Cluster Head – Central), Nuvoco Vistas.
“One critical aspect of this monitoring involves the consistent tracking of air emissions from fuel combustion in cement production and power generation operations. This includes pollutants like Oxides of Sulphur (SOx), Oxides of Nitrogen (NOx), and Particulate Matter (PM). Nuvoco employs Continuous Emission Monitoring Systems (CEMS) to observe these emissions in real-time, ensuring adherence to environmental standards,” he adds.
Renewable Energy Integration
Integrating renewable energy into cement production is an emerging strategy to enhance sustainability and reduce the industry’s carbon footprint. Traditionally reliant on fossil fuels, the cement industry is increasingly exploring renewable energy sources like solar, wind, and biomass to power various stages of production.
“Renewable energy is a fundamental component of Wonder Cement’s broader energy efficiency strategy. We have integrated renewable energy sources, such as solar and wind power, into our manufacturing operations to reduce our reliance on non-renewable energy. Our solar power plants, strategically positioned across our manufacturing sites, contribute significantly to our overall energy needs. By generating clean energy on-site, we not only reduce our electricity costs but also achieve substantial reductions in carbon emissions, underscoring our commitment to sustainability,” says Piyush Joshi, Associate Vice President – Systems and Technical Cell, Wonder Cement.
“Our approach to renewable energy extends beyond electricity generation. We are actively exploring the potential of renewable fuels for our kiln operations. Through partnerships with research institutions and technology providers, we are investigating the viability of hydrogen and other renewable energy sources to further reduce our carbon footprint and enhance energy efficiency,” he adds.
The use of Alternative Fuels and Raw Materials (AFR) in cement manufacturing plays a crucial role in reducing energy consumption and lowering the industry’s carbon footprint. AFRs, including waste-derived materials like industrial by-products and biomass, can replace traditional fossil fuels and raw materials in the production process. This substitution reduces the thermal energy required in kilns and lowers overall energy consumption.
Vikas Garg, Energy Manager, Udaipur Cement Works Ltd (UCWL), says, “Renewable energy plays a significant role in enhancing energy efficiency and reducing the carbon footprint in cement manufacturing. Integrating renewable energy into cement operations aligns with broader sustainability goals and helps in mitigating the environmental impact of the industry. We have reduced our needs of electricity from the grid by up to 50 per cent by utilising renewable energy.”
Additionally, AFRs enable energy recovery from waste materials, contributing to a circular economy by minimising the demand for non-renewable resources. The environmental and economic benefits of AFRs include reduced greenhouse gas emissions, lower landfill usage, and decreased reliance on costly fossil fuels. By integrating AFRs, cement plants can achieve greater energy efficiency and align with global sustainability goals.
MM Rathi, Joint President – Power plants, Shree Cement, says, “Renewable energy is a cornerstone of our strategy for energy efficiency and sustainability at Shree Cement. Our commitment to integrating renewable energy is reflected in our energy mix, where renewable sources account for 55.9 per cent of our total energy consumption. This significant share has enabled us to avoid 0.94 million tons of CO2 emissions, demonstrating our impact on reducing greenhouse gasses. Our total power generation capacity is 1 GW, with 50 per cent derived from renewable sources, including solar, wind and WHR.”
“Our energy management strategy leverages renewable energy to stabilise and optimise our energy supply. We are exploring advanced energy storage solutions, such as battery and pump storage systems, to manage the variability of renewable sources and ensure a consistent energy supply. Renewable energy is pivotal in achieving our sustainability targets, including substantial reductions in Scope 1 and Scope 2 emissions. By increasing our renewable energy share, we have significantly lowered our carbon footprint and contributed to global climate goals,” he adds.
Solar energy, for instance, can be harnessed for processes such as preheating raw materials, while wind energy can supply electricity for plant operations. Biomass, used as an alternative fuel, helps reduce dependency on coal and other fossil fuels in kilns. These renewable sources not only lower greenhouse gas emissions but also contribute to energy cost savings over time.
Raman Bhatia, Founder and Managing Director, Servotech Power Systems, explains, “Installing a solar system is just the first step; operating and maintaining it properly is equally important to ensure the system runs efficiently over the long term and for that we conduct regular inspections to detect and address issues like module degradation and inverter malfunctions early, preventing energy losses.”
“Our team ensures optimal performance through routine cleaning and maintenance, which maximises sunlight absorption and energy generation. Continuous performance monitoring using advanced data analytics allows us to optimise system settings, while preventive and corrective maintenance activities minimise downtime and equipment failures. By utilising techniques such as module-level monitoring and inverter tuning, Servotech ensures that solar systems operate at peak efficiency, delivering maximum energy output and long-term cost savings,” he adds.
The transition to renewable energy in cement production presents challenges, including the need for significant infrastructure investment and the variability of energy supply. Despite these hurdles, the growing emphasis on sustainability and regulatory pressures are driving the adoption of renewable energy, making it a critical component of the industry’s pathway to achieving net-zero emissions. Integrating renewables is not just about reducing carbon footprints; it also positions the cement industry as a leader in the global shift towards a more sustainable energy future.
Role of Technology and Maintenance
In cement manufacturing, managing energy efficiency is critical to reducing costs and minimising environmental impact. Predictive maintenance, understanding consumer machinery needs, and the integration of advanced technology play pivotal roles in achieving these goals.
Predictive maintenance uses data analytics
and real-time monitoring to anticipate equipment failures before they occur. By analysing machinery performance, cement plants can schedule maintenance activities proactively, reducing downtime and optimising energy use. This approach not only extends the lifespan of equipment but also ensures that machines operate at peak efficiency, minimising unnecessary energy consumption.
“When predictive maintenance is an integral part of a company’s maintenance practices it will increase equipment efficiency and directly impact the total energy consumed for the same output for any equipment,” says Dries Van Loon, Vice President – Products, Nanoprecise Sci Corp.
“With the Nanoprecise solution fully integrated, our end users not only receive actionable insights with defined ‘remaining useful life’, but also continuous data on the impact to energy consumption and its effect on carbon emissions. This is crucial in prioritising maintenance tasks not purely based on potential saved downtime and repair cost, but also on the highest energy impact, ensuring that maintenance tasks have a significant, measurable contribution to reducing carbon emissions,” he adds.
Understanding the specific machinery needs of consumers—such as the demand for high-efficiency kilns, grinding mills, and conveyors—enables manufacturers to tailor solutions that enhance energy efficiency. Customised machinery that meets the precise needs of a cement plant can significantly reduce energy usage, leading to more sustainable operations.
“Our customer-centric approach is pivotal in ensuring solutions are precisely aligned with the unique needs of the cement industry. With deep industry and domain expertise, our technical teams fully understand the specific challenges and requirements inherent in cement manufacturing. This knowledge allows us to offer tailored solutions that address the operational demands of the sector effectively. We engage closely with our customers to gain insights into their specific needs and operational contexts, leading to the creation and implementation of customised solutions. These solutions, designed with flexibility, allow seamless integration with existing plant infrastructure and processes and minimises disruptions during implementation, ensuring that new technologies enhance rather than disrupt current operations,” says Neeraj Kulkarni, Regional Division President – India, MEA & LatAm, Large Motors & Generators Division, ABB India.
“Furthermore, our commitment to continuous improvement is reflected in our iterative innovation process. By actively seeking and incorporating customer feedback, we refine and enhance our solutions to address emerging challenges and capitalise on new opportunities within the cement industry,” he adds.
The role of technology in managing energy efficiency extends beyond maintenance and machinery customisation. Digital solutions, such as energy management systems (EMS), IoT sensors, and artificial intelligence, provide real-time insights into energy consumption patterns. These technologies allow cement plants to monitor and optimise energy use across all stages of production, from raw material processing to clinker production and cement grinding. By leveraging these tools, plants can identify inefficiencies, implement corrective actions, and continuously improve their energy performance.
Challenges in Achieving Energy Efficiency
Achieving energy efficiency in cement manufacturing is a complex challenge due to several interrelated factors. One of the primary challenges is the inherent energy-intensive nature of the cement production process, particularly in the kiln operation where high temperatures are required to produce clinker. This stage consumes a significant amount of thermal energy, making it difficult to drastically reduce energy usage without compromising product quality.
The availability and cost of alternative fuels and raw materials also pose challenges. While alternative fuels can reduce energy consumption, their consistent supply and cost-effectiveness vary across regions, making it difficult for some plants to rely on them as a stable energy source. Furthermore, operational complexities such as fluctuating demand, varying raw material quality, and the need to maintain continuous production can limit the flexibility to implement energy-saving measures.
Finally, the regulatory environment can be both a motivator and a challenge. Stricter environmental regulations push companies towards energy efficiency, but compliance with these regulations often requires additional investments in technology and processes.
While the benefits of energy efficiency in cement manufacturing are clear, overcoming these challenges requires a balanced approach that considers both technological advancements and economic feasibility.
Conclusion
Energy efficiency is a critical component of sustainable cement manufacturing, offering significant benefits in terms of cost reduction, environmental impact, and regulatory compliance. However, achieving energy efficiency in this energy-intensive industry presents several challenges, from the inherent demands of the production process to the complexities of upgrading aging infrastructure and integrating
new technologies.
The adoption of alternative fuels and raw materials (AFR) has shown promise in reducing energy consumption, but consistent supply and cost remain obstacles. Similarly, renewable energy integration, while essential for long-term sustainability, requires significant investment and careful management to overcome the variability of energy supply.
Predictive maintenance and the use of advanced technology play pivotal roles in optimising energy use, allowing cement plants to operate more efficiently and with reduced downtime. By understanding the specific needs of consumer machinery, manufacturers can tailor solutions that further enhance energy efficiency, aligning operations with both economic and environmental goals.
Despite these challenges, the cement industry is gradually moving towards a more energy-efficient future. The integration of digital solutions, renewable energy, and innovative maintenance practices are paving the way for a more sustainable and cost-effective production process. As the industry continues to evolve, the focus on energy efficiency will be crucial in driving progress towards a low-carbon economy and ensuring the long-term viability of cement manufacturing.
– Kanika Mathur
Concrete
Refractory demands in our kiln have changed
Published
3 days agoon
February 20, 2026By
admin
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.
Concrete
Digital supply chain visibility is critical
Published
3 days agoon
February 20, 2026By
admin
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.
Concrete
Redefining Efficiency with Digitalisation
Published
3 days agoon
February 20, 2026By
admin
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.
Refractory demands in our kiln have changed
Digital supply chain visibility is critical
Redefining Efficiency with Digitalisation
Cement Additives for Improved Grinding Efficiency
Digital Pathways for Sustainable Manufacturing
Refractory demands in our kiln have changed
Digital supply chain visibility is critical
Redefining Efficiency with Digitalisation
Cement Additives for Improved Grinding Efficiency
Digital Pathways for Sustainable Manufacturing
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