Concrete
Today, managing energy is a full time job
Published
4 years agoon
By
admin
Jamshed N Cooper, Managing Director, HeidelbergCement India Ltd. and Zuari Cement, looks at energy consumption across various areas of cement production while emphasising the need to measure energy usage in terms of consumption vis-a-vis the cost per unit.
What kind of innovations in the area of energy consumption do you wish to see in the cement industry?
In cement manufacturing process, maximum energy is consumed at the clinkering stage. Electrical energy ranges from 50 to 80 units and thermal energy ranges from 2.9 to 3.25 GigaJoule per tonne. Therefore, clinkering stage is the one that becomes the focus of attention when it comes to adopting new technologies. Cement companies are always on a lookout for energy efficient kilns that are capable of operating with a combination of fuel mix and low on energy consumption. Resultant benefit also flows in by way of low CO2 generation.
To achieve economies of scale, mass continuous production needs to be achieved. For example, a million tonne kiln in today’s time is termed as an energy guzzler. As a thumb rule, a kiln of 5500 TPD is now the entry level. The general trend is to flog kilns of 5,000 TPD to deliver 6,000 TPD at the same time keeping MTBF (Mean Time Between Failure) at maximum, one would be able to optimise energy consumption.
Significant development has happened during the years and now we have fourth generation cross bar coolers which are energy efficient. Another potential area to reduce energy is by deploying VFDs in an optimal manner. Since VFDs are costly, payback analysis on case to case basis should be taken up and replacement of direct drives to be prioritised with a goal to do away with less efficient equipment.
Post clinkering, it’s the grinding stage that consumes a good amount of electrical energy. The industry has worked upon this area and have succeeded in implementing solutions to reduce energy consumption.
At one point of time, cement grinding used to take up to 50 to 60 units of power. The latest energy efficient mills we separator are able to grind clinker consuming as low as 20 to 25 units of energy.
Deployment of vertical roller mills (VRM) and prepress roller mills have led to productivity enhancement and reduced energy consumption on per ton output.
Use of AFR (Alternative Fuel Resource), is yet another avenue available to the cement industry to reduce its thermal energy cost and reduce CO2 footprint. Although, the heat requirement for the pyro-process remains the same, energy substituted from AFR has good potential in reducing costs. Power generation from waste heat recovery (WHR). has come a long way and the cement industry has wisely adopted this technology gainfully.
The drive to reduce energy consumption by the cement industry is now compelling us to embrace digital technology. Digitalisation is fast catching up in the cement industry and is becoming the harbinger in the area of energy optimisation and reduction of CO2 footprint.
How does automation and technology help in optimising the use of energy in cement plants?
Talking about automation, earlier we used to have a significant human interface for plant operations. For example, highly skilled workmen called “Burners” were required for operating kilns. These workmen used their experienced based judgement for controlling the kiln fuel to the kiln by watching the condition of the flame. Today, all of this is controlled from the Central Control Room (CCR) using state of the art digital technology making it possible to monitor plant operations with deft accuracy and speed At HeidelbergCement, we use Px Trends – a system that gathers system data and does trend analysis based on which it provides solutions to the operators for controlling various equipment. The big data gathered over the years offers immense potential to deploy Artificial Intelligence (AI) engines and optimise various operating parameters in real time automatically. Cement manufacturing deals with large volumes of raw materials and this compromises accuracy when it comes to measurement in real time. Given the volumes processed every minute, it’s humanly not possible to regulate their flows with accuracy nor easy to predict accurately the quality of raw materials being mined. By digitalising, we have created processes and methodologies custom built by HeidelbergCement that facilitate optimisation of fuel and energy.
HeidelbergCement Group has also invested in IT companies with a long term aim to digitalise its operations and become future ready. Our Group is relentlessly working to deploy digital technology as we believe that it holds the key to a better future. Remote management of our cement mills is one such example deployed in India to achieve improved productivity and control of the processes.
What is the energy consumption in one cycle of cement manufacturing process? Which process is the most energy intensive?
On average, the electrical energy consumption for producing a tonne of cement ranges from 60 units to 90 units and is dependent on the type of cement produced and the technology deployed. In the same company, there could be multiple kilns and processes installed over different time horizons and the energy consumption for the same would not be similar. The latest technologies bank on large production lines that deliver optimal energy efficiency and would consume about 60 to 65 units.
What are the major challenges your organisation faces in managing the energy needs of the cement manufacturing process?
In today’s times and especially since the fuel prices have more than tripled, managing energy has become a fulltime job. Energy which used to constitute about 30 per cent of the manufacturing cost has now become close to 45 per cent. Therefore, managing our energy needs becomes one of the bigger challenges for us and the industry as well. HeidelbergCement has developed several ways to manage its energy needs and deploy customised systems that have been developed by the Group.
Energy consumed to manufacture a tonne of cement is measured in Kcal or Giga Joules but more relevant is how do we achieve the lowest cost per Kcal or Gj. It therefore becomes prudent to manage the fuel mix based on its landed cost at the plant. To be able to optimise the energy consumption and its cost, we constantly evaluate and keep altering our fuel recipes.
On one hand is the cost of various fuels and on the other is its consumption. In the cement manufacturing process, a lot of heat is lost if thermal radiation is not contained. “Heat Contained is Heat Saved”. Periodic and astute maintenance schedules not only hold the key to improve plant availability but go a long way in reducing energy consumption.
We constantly endeavor to replace fossil fuels with AFR and maximise power generation from WHR. Replacing high cost grid power with low cost renewable power such as solar and wind have remained in sharp focus for HeidelbergCement India. Over a period of the last few years, we have been able to reduce our energy consumption by upgrading the plant and machinery in our plants.
How does energy conservation impact the profitability of the organisation? What impact does it have on the productivity of the process?
As I mentioned, reduction in energy consumption results in reduction of manufacturing costs as well and adds to the bottom line. Replacing high cost conventional energy sources with WHR and low renewable energy sources helps us save enough to be able to invest and adapt to newer technologies. It’s a self-fulfilling cycle that improves the competitive advantage which in the Indian context is a necessity for survival and growth.
Productivity and Energy efficiency go hand in hand and every employee in our organisation understands this. Drop in productivity of any equipment gets reflected in terms of higher energy consumption per unit of cement produced. For example, a kiln of 5,000 TPD if operated to deliver an output of 5800 TPD clinker, the incremental energy requirement will be marginally higher in relation to the energy consumed when operated at 5000 TPD.
With oil prices shooting through the roof, what has been its impact on the cement industry?
Escalated fuel cost has dealt a severe blow to the cement industry. Fuel related costs have added the most to our woes. The costs have gone up by 20 per cent to 30 per cent during the last two years and continue to rise unabated. Due to overhang of capacity and intense competition, the cement industry has not been able to pass on the price increases to the consumers.
In December 2020, pet coke prices were about $50 per tonne. Today the same is close to US$ 220 which makes the increase 3x of what it was. Today imported coal is hovering in the range of US$195 to $200 per tonne. Looking at the geopolitical situation and the state of economies across the globe, it does not seem that fuel prices would relent much in the coming year or so.
While industry continues to strive and contain its costs by deploying efficient technologies, it has its limitations. The cost savings thus achieved fall significantly short when it comes to matching the pace at which raw material costs have been increasing.
The recent past declared quarterly financial results of cement companies, makes it obvious that if the industry fails to pass on the cost increases to the customers, it could have a debilitating effect on the foreseeable future of the industry.
What are the major compliances and standards for efficiently handling fuel and energy in the organisation?
The statutory compliances to be fulfilled by cement manufacturers are well defined by the respective Government agencies. When it comes to improving energy efficiencies, we have to achieve the targets under the PAT cycle. We have been witnessing over the years as to how the PAT cycle has shaped the industry’s approach to becoming energy efficient.
A few of the environmental compliances in India are more stringent than those applicable in developed economies. Nevertheless, the Indian Cement Manufacturers have time and again demonstrated their commitment to meet all the norms and standards laid down by the MoEF. As a good corporate citizen, we at HeidelbergCement take pride in ensuring total compliance with the laws of the land and the industry.
How often are audits done to ensure optimum use of energy and what is the suggested duration for the same?
We undertake all requisite audits periodically and file our reports as required under the law. As a responsible corporate, we do our own energy audits as well.
We believe in the philosophy of “Continuous Improvement”. Besides our internal standards, we benchmark our performance with our past best achievements and also that of our competitors and replicate the same. We strive to become better than the previous year.
At our India operations, we pursue a target to achieve a two-degree lower ambient temperature in our plants compared to than prevailing a Km away.
This journey we commenced in 2014 and now two of our cement plants have achieved the goal and the remaining ones are close to emerging winners. The average reduction for all our units operating in India now stands at 1.4 degree Celsius lower. This act of ours has led to creation of a cooler work environment and is resulting in higher productivity.
How have been the carbon emission norms for the cement industry in India vis-à-vis the World? What percentage of your carbon emission reduction target are you set to achieve by 2030?
The CO2 emission by the cement industry worldwide in 2018-19 reduced to 640 kg per tonne of cement from 760 kg per tonne in 1990 thereby recording a significant reduction of 16 per cent. At our India operations, we take pride in having achieved 585 kg CO2 per tonne of cement in 2018-19 from a level of 800 kg per tonne in 1990.
During FY 2021, CO2 emissions for our India operations stood at 570 kg per tonne of cement and now we strive to further reduce it to 550 kg by 2025. By 2030, we have the ambition to touch 534 kg CO2. In Central India, we manufacture 100 per cent blended cement with a CO2 footprint of 510 kg per tonne of cement pursuing a target to further reduce it to 495 kg by 2030. The group is pushing us to achieve this target and compete at Global levels.
CO2 emissions while manufacturing Cement is inevitable. When we say that we are going to achieve carbon neutrality, it implies that going forward deploying carbon capture or utilisation will come into play.
HeidelbergCement Group is poised to emerge as a pioneer in the cement industry as it continues to build the first of its king state of art carbon capture units in Norway. A delegation comprising members of DPIIT and NCCBM, visited the establishment to witness the same.
HeidelbergCement Group is working on close to eight carbon capture technologies which are at various Technological Readiness Levels (TRLs).
These include processes like post combustion, oxy fuel, lilac technology, direct separation, micro algae, hydrogen burning and kiln electrification. These pioneering efforts of our Group are poised to become a boon for the cement industry and the society as well.
Our slogan “Materials to Build Our Future” energises us day after day to renew our commitment to “making the world a wonderful place to live for our generations to come”.
Concrete
CarbonStrong Raises Rs 125 Million To Scale Low Carbon Cement Tech
To build capacity of 100,000 tonnes a year
Published
3 days agoon
August 28, 2026By
admin
CarbonStrong has raised Rs 125 million (125 mn) to scale a low carbon cement technology and build commercial production capacity. The startup was founded in 2022 by Harsh Jain and Vikramaditya Singh and has moved from customer trials to plans for industrial supply. The company said its material replaces up to 50 per cent of cement in concrete while reducing costs and improving durability.
CarbonStrong states the product is around 30 per cent cheaper than cement and compatible with existing concrete plants, reducing the need for new equipment and operational disruption. Trials and paid pilots have been conducted in Bengaluru, Hyderabad and Chennai with demonstration projects involving ready-mix firms and precast manufacturers. Compatibility with current workflows forms a central part of the commercial strategy, aiming to ease adoption by builders and contractors.
The funding will support construction of a facility with capacity of up to 100,000 tonnes (100,000 t) a year over the next two years to supply early customers commercially. The firm is also developing materials from steel slag, copper slag and mine tailings to expand its feedstock base, while noting the technical challenge of homogenising different waste streams. Recognition by HCL ClimaForce in 2026 and by the Avaana-Startup India-NITI Aayog AIM Grand Challenge in 2025 has underscored progress.
Industry adoption remains the principal test and will require consistent material performance, supply reliability and competitive economics. CarbonStrong projects the Indian market for cement substitutes could reach Rs 250 billion (250 bn) by 2030 and has set an ambition to produce 10 million tonnes a year by 2035 (10 mn t), a target far above its near term capacity. Moving from pilots to production demands capital, manufacturing discipline and customers willing to specify the material beyond demonstrations. The recent Rs 125 million raise is intended to fund the next phase of scale and to demonstrate that industrial waste can become a dependable input for lower carbon construction.
In a research-backed article, Dr SB Hegde examines why carbon-adjusted profitability and LC3 will decide the next set of winners in cement manufacturing.
The Indian cement industry has achieved world-class operational efficiency through lower specific energy consumption, high plant utilisation and a reduced average clinker factor of approximately 67.5 per cent. These traditional measures of operational excellence remain essential. However, they are no longer sufficient. Carbon now carries a measurable financial cost under India’s Carbon Credit Trading Scheme (CCTS) and under European carbon markets. Future leadership will be defined by carbon-adjusted profitability, the ability to generate strong returns while systematically lowering the carbon intensity of every ton sold.
Limestone calcined clay cement (LC3) offers a practical, scalable pathway to achieve this dual objective. By replacing up to 50 per cent of clinker with calcined clay and limestone, LC3 can reduce CO2 emissions by 30–40 per cent while delivering comparable or superior durability performance.
This article examines the technical foundations of LC3, European industrial practices, the emerging Indian carbon market and a concrete roadmap for Indian companies to embed carbon-adjusted metrics and LC3 into daily operations, incentives and commercial strategy.
Limits of traditional operational excellence
For many years, plant performance has been judged primarily by five indicators: specific heat consumption, specific power consumption, kiln and mill utilisation, clinker factor and overall equipment effectiveness. These metrics drove continuous improvement and helped the industry reduce energy use and increase the share of blended cement. Three structural changes have rendered them incomplete as sole measures of success.
First, carbon now carries a real or opportunity cost. Plants that improve volume or lower cash cost while raising or stagnating emissions intensity create a hidden liability that will surface as CCTS trading matures and as green procurement expands.
Second, lower-carbon products such as LC3 and high-performance blended cements are creating differentiated market segments. Customers in infrastructure, real estate and export-oriented construction are beginning to specify embodied-carbon limits.
Third, investors and lenders increasingly treat carbon intensity as a financial risk factor. Traditional KPIs can mask the divergence between short-term cash profit and long-term carbon-adjusted value.
What is carbon-adjusted profitability?
Carbon-adjusted profitability evaluates normal profit after explicit adjustment for carbon performance. A practical expression is:
Carbon-Adjusted EBITDA = Conventional EBITDA – Carbon Cost + Green Premium Income
Carbon cost may be an internal carbon price, the actual cost of purchasing Carbon Credit Certificates under CCTS, or the opportunity cost of high emissions relative to peers. Green premium income arises when customers pay more for verified lower-carbon cement or when the company sells surplus credits. Tracking both conventional and carbon-adjusted profit side-by-side gives management a clearer picture of value creation under evolving market rules.
Table 1. Traditional KPIs versus Carbon-Adjusted Leadership Metrics
Traditional Focus New Leadership Metric Why It Matters
Specific energy consumption Emissions intensity (kg CO2/t cement) Directly linked to future CCTS and CBAM costs
Kiln utilisation Carbon-adjusted contribution margin Reveals true value of incremental volume
Clinker factor Share of lower-carbon products sold (incl. LC3) Measures commercial success of the transition
Power cost per tonne Effective carbon cost per tonne sold Expose hidden liabilities
Absolute EBITDA Carbon-adjusted EBITDA + green premium Aligning profit with future market reality
LC3: Technical foundations and performance advantages
LC3 is a ternary blended cement that typically combines approximately 50 per cent clinker, 30 per cent calcined clay, 15 per cent limestone and 5 per cent gypsum (the classic LC3-50 formulation). The decisive technical advantage is that clay is calcined at 700–850 °C, far below the 1,450 °C required for clinker production. This lower temperature, together with the substantial reduction in clinker content, delivers CO2 reductions of 30–40 per cent relative to ordinary Portland cement (OPC).
Chemistry is synergistic. Calcined kaolinitic clay (metakaolin) reacts with calcium hydroxide from clinker hydration and with limestone to form additional C-A-S-H gel and carboaluminate phases. These phases densify the microstructure, reduce porosity and improve durability.
Field experience shows superior resistance to chloride ingress, sulphate attack and alkali–silica reaction. Early-age strength can match OPC with high-reactivity clays; later-age strengths routinely meet 42.5 and 52.5 grade requirements.
Importantly, LC3 does not require high-purity kaolin. Clays with 40 per cent or even lower kaolinite content can be activated successfully, expanding raw-material availability across India. Calcination can use adapted rotary kilns or dedicated flash calciners, making the technology compatible with existing plant infrastructure and far less capital-intensive than carbon capture.
Economic analyses show that LC3 can be produced at equal or lower cost than OPC in many locations because of reduced energy demand and cheaper clay. Life-cycle assessments consistently report 30–40 per cent lower embodied CO2 per tonne of cement.
Table 2. Comparative profile: OPC versus LC3-50
Parameter OPC LC3-50
Typical clinker content ~95 per cent ~50 per cent
CO2 emissions (relative) Baseline (≈0.85 t CO2/t cement process + fuel) 30–40 per cent lower
Clay calcination temperature Not applicable 700–850 °C
Key hydration products C-S-H, portlandite, ettringite C-A-S-H + carboaluminates
Chloride & sulphate resistance Good Superior
Production cost potential Baseline Equal or lower in most locations
Infrastructure compatibility Existing High (minor adaptations)
In India, commercial adoption has begun in earnest. JK Cement commenced the first commercial production of LC3 in the Indian subcontinent at its Mangrol plant in Rajasthan in 2025 under BIS standard IS 18189.
By early 2026, approximately 2,000 tonnes had been produced and sold, avoiding an estimated 500 tonnes of CO2. JK Lakshmi Cement followed with commercial launch of its Green PRO LC3 grade from the Jaykaypuram plant. As of mid-2026, two producers are supplying LC3 to the market. The first large-scale infrastructure application is the Noida International Airport (Jewar), where LC3 was used in the runway and a building complex, demonstrating full constructability and performance under demanding conditions. These early volumes are still small relative to national cement demand, but they mark the critical transition from pilot to commercial reality. Companies that scale capacity now will be positioned to capture both CCTS credits and emerging green-procurement demand.
Why the shift is accelerating
According to the World Bank’s State and Trends of Carbon Pricing 2026, direct carbon pricing now covers nearly 30 per cent of global greenhouse-gas emissions and generated more than US$107 billion in public revenue in 2025. The average global carbon price stands at approximately US$21 per tonne, although regional prices vary widely.
In Europe, the EU ETS price has traded near €80–85 per tonen in mid-2026. Free allocation for cement is being withdrawn in parallel with CBAM. European producers therefore face a clear signal: every tonne of avoided CO2 improves both compliance and competitiveness. Holcim has scaled calcined-clay production, including Europe’s first dedicated line at Saint-Pierre-la-Cour (France) and a second line in the Czech Republic (2026). Heidelberg Materials, Cementir (FUTURECEM) and others have commercialised low-clinker calcined-clay blends across multiple markets, showing that carbon-adjusted profitability is already reshaping capital allocation in the world’s most mature carbon market.India’s CCTS is now operational. Binding emission intensity targets apply to 186 cement facilities for FY 2025–26 and FY 2026–27. Average required reductions for integrated plants are modest (around 2.7 per cent by FY 2027), yet the direction is clear.
Trading of Carbon Credit Certificates is expected in the second half of 2026, with early prices likely in the `800–1,500 per tonne range. Plants that outperform targets can sell credits; those that underperform must buy them or face compensation. Cement is well positioned to be a net supplier of credits if clinker factor continues to fall through LC3 and other low-clinker systems.
Way forward for India
India starts from a strong baseline, world-class energy efficiency and a clinker factor already lower than the global average. The next competitive frontier is the deliberate reduction of process emissions through clinker substitution at scale. LC3 is uniquely suited to Indian conditions because suitable clays are widely distributed, the technology fits existing kiln and grinding infrastructure, and the resulting product can meet the performance demands of both infrastructure and building construction.
A practical national pathway contains five interlocking elements:
- Standards and acceptance: Accelerated finalisation and promotion of BIS specifications for calcined-clay and limestone–calcined-clay cements will remove a key barrier to commercial uptake. Alignment with European practice (EN 197-5) can facilitate knowledge transfer and export readiness.
- Supply-chain development: Investment in flash calcination capacity and systematic characterisation of regional clay deposits will secure reliable, low-cost feedstock. Existing rotary kilns can be adapted for initial volumes while dedicated calciners are built.
- Incentive alignment: Part of variable compensation for plant managers, sales teams and senior leadership should be linked to emissions intensity reduction and to the volume of lower-carbon products (including LC3) sold. Without this link, traditional volume and cost targets will continue to dominate behaviour.
- Product-level carbon accounting: Reliable measurement of emissions intensity at the individual cement grade level, supported by third-party verification where required, is essential for both CCTS compliance and credible green claims.
- Demand-side pull: Green public procurement policies that specify maximum embodied-carbon thresholds for major infrastructure projects will create a predictable market for LC3 and other low-carbon cements, accelerating scale and cost reduction.
Companies that treat LC3 as a strategic product line rather than a niche offering will be better positioned to generate surplus Carbon Credit Certificates, capture any emerging green premium, and protect margins as carbon costs rise.
Organisational changes required
Technical capability alone is insufficient. Three organisational shifts are required.
Daily management: Emissions intensity must appear on the same daily and monthly dashboards as heat consumption, power consumption and utilization. Plant reviews should examine both conventional and carbon-adjusted results.
Incentives: A meaningful portion of bonuses for plant heads, technical teams and sales leadership should be tied to lower emissions intensity and successful commercialisation of LC3 and other low-carbon grades.
Commercial approach: Sales teams need clear volume and pricing targets for lower-carbon products, supported by technical service that helps customers specify and place the material correctly. Without commercial pull, excellent technical performance remains under-utilised.
Table 3. Three-stage roadmap to carbon-adjusted profitability
Time Horizon Priority Actions Expected Outcome
Next 12 months Add emissions intensity to plant dashboards; establish internal carbon price; initiate LC3 pilot production and customer trials Visibility and early organisational learning
12–24 months Revise incentive systems; scale LC3 and other low-carbon grades to key accounts; secure third-party verification capability People and sales aligned with carbon goals
24–36 months Embed carbon-adjusted metrics in board reporting and capital allocation; expand calcined-clay capacity Full system integration and competitive advantage
Questions senior leaders should ask
Boards can accelerate the transition by insisting on answers to a short list of questions:
• Is our carbon-adjusted profit improving, stable or declining relative to conventional EBITDA?
• Did recent volume growth improve or worsen our emissions intensity?
• What share of sales already comes from lower-carbon products, including LC3, and what is the trajectory?
• How exposed is our capital expenditure plan to rising carbon costs under CCTS and potential CBAM-related requirements?
• Do our incentive systems still reward only volume and cost, or have they been updated to include carbon performance?
Treating carbon with the same seriousness as energy cost or kiln utilization does not diminish operational excellence; it expands the definition of excellence to match the new competitive reality.
Looking ahead
By 2030 the gap between leading and lagging cement companies will not be decided by who records the lowest specific heat consumption. It will be decided by who delivers the strongest carbon-adjusted profits.
Absolute emissions may still rise as national production grows. That is not the issue. Companies that reduce intensity year after year and successfully sell cleaner products will pull ahead in both domestic and export markets. Those that do not will fall behind, even if their traditional efficiency numbers look strong.
Operational excellence built the Indian cement industry. It remains the foundation. It is no longer the complete picture. Carbon-adjusted profitability is the clearer measure of success.
LC3 is not a distant technology. It is available now. It cuts CO3 by 30–40 per cent, works with existing plants, and is already in commercial production in India. Companies that treat it as a strategic product, not a pilot, will protect their margins and generate tradable credits.
Leaders who act now will place carbon metrics on daily dashboards, link incentives to intensity reduction and LC3 sales, invest in calcined-clay capacity, and build commercial capability to sell lower-carbon products. They will shape the next chapter of the industry.
References
- World Bank. (2026). State and Trends of Carbon Pricing 2026. Washington, DC: World Bank Group.
- International Carbon Action Partnership (ICAP). (2026). India Carbon Credit Trading Scheme – Status and Coverage. Berlin: ICAP.
- Ministry of Environment, Forest and Climate Change / Bureau of Energy Efficiency. (2025). Greenhouse Gases Emission Intensity Target Rules, 2025. New Delhi: Government of India.
- Scrivener, K., Martirena, F., Bishnoi, S., & Maity, S. (2018). Calcined clay limestone cements (LC3). Cement and Concrete Research, 114, 49–56.
- RMI. (2024). The Business Case for LC3. Rocky Mountain Institute.
- European Commission. (2026). EU Emissions Trading System – Allowance Price Data and Free Allocation Phase-out Schedule. Brussels.
- Holcim. (2025–2026). Scaling Calcined Clay for Sustainable Building – Corporate Updates on European and Latin American Capacity. Zurich: Holcim Ltd.
- LC3 Project / EPFL. (2026). LC3 – A Guide to Best Practices for Scalable, Affordable and Sustainable Low-Carbon Building. Lausanne: École Polytechnique Fédérale de Lausanne.
- Business Today / Industry Reports. (2026). First Large-Scale LC3 Application at Noida International Airport, Jewar. New Delhi.
- NITI Aayog / Industry Analyses. (2026). Roadmap and Baseline Performance Indicators for the Indian Cement Sector. New Delhi.
- Springer / Innovative Infrastructure Solutions. (2026). LC3 Systems: A Review of Chemistry, Performance, Durability and Sustainability toward Market Adoption.
- Cementir Holding / Industry Sources. (2025–2026). FUTURECEM and Related Low-Clinker Technologies in Europe.
- Climate Risk Horizons & Independent Analyses. (2026). Assessment of Emission Intensity Targets under India’s CCTS for Cement and Other Hard-to-Abate Sectors.
- GCCA / TERI. (Various years). Decarbonization Roadmaps for the Indian Cement Industry.
- EN 197-5:2021. Cement – Part 5: Portland-composite cement CEM II/C-M and Composite cement CEM VI. European Committee for Standardization.
Concrete
More Oversight Makes Cement Plants Less Safe
Published
3 days agoon
August 28, 2026By
admin
Dijam Panigrahi makes a counterintuitive but data-backed argument that routing every sensor alert through human approval does not make cement plants safer.
India’s cement industry has spent the last two years wiring kilns, mills and coolers with sensors and automated control systems, and the safety case for doing so is strong on paper. Contract workers still make up the majority of the industry’s workforce, and fatal accidents remain a recurring problem. The Indian National Cement Workers Federation has noted that around 83 per cent of workers in the sector hold precarious positions, a fact that resurfaced after an oxygen cylinder explosion killed three contract workers at a plant in Chhattisgarh.
Industry tallies compiled by IndustriALL found cement plants recorded at least seventeen accidents in one year with 21 workers killed, and ten accidents the following year with nine killed, most of them contract staff. Automated monitoring, in theory, closes that gap. A sensor never gets complacent and never skips a check because a shift is short staffed.
However, plants that respond by routing every anomaly reading to a person for approval are quietly building a system that fails the same way understaffing does. When operators receive dozens of flagged deviations a shift, most of them minor, they learn a simple lesson: the fastest way through the queue is to approve without reading closely. The safety benefit disappears, not because the technology failed, but because the humans supervising it adapted to the volume.
Why alerts get ignored
A study cited by manufacturing technology publisher Applied SmartFactory found more than 95 per cent of alarms in a semiconductor fab were low priority, and only about 4 per cent ever triggered an action, with just 100 out of 5,000 alarms accounting for 70 per cent of all alarm activity. The mechanism is the same whether the trigger is a vibration sensor or an AI model flagging a kiln temperature swing. Once the ratio of noise to signal crosses a threshold, workers stop treating the system as a decision aid and start treating it as a formality to clear.
The scale of AI deployment underway makes this more than a theoretical risk. Stanford’s 2026 AI Index Report found organisational adoption of AI has reached 88 per cent, even as documented AI incidents rose to 362 in 2025, up sharply from 233 the year before, according to analysis of the report. The Index also found only about a third of organisations have adopted a formal governance framework, with NIST’s AI Risk Management Framework cited by 33 per cent and ISO/IEC 42001 cited by 36 per cent.
Most manufacturers are deploying monitoring systems faster than they are building the judgment for when a flagged event actually needs a person’s attention. In India, plants run by JK Cement have begun pairing CCTV feeds with AI to define safe zones around heavy machinery, a promising direction that still depends on operators trusting and reading the alerts the system generates.
A three-tier model for cement plant
The fix is not less monitoring or more monitoring. It is classifying decisions by risk and by novelty, rather than treating human oversight as a single switch that is either on or off. A workable model sorts factory floor events into three tiers.
The first tier, proceed, covers deviations the plant has seen before that fall within known safe bounds, such as a kiln feed rate adjustment within an established range. These should run without a stop for approval, because routing them to a person only trains that person to click through.
The second tier, pause, covers events that are unusual but not yet dangerous, such as a vibration reading trending toward a limit or a fuel blend shifting outside its typical mix. These warrant a brief human check before the system proceeds, giving an operator the chance to apply judgment the model does not yet have.
The third tier, escalate, covers events that are both high risk and unfamiliar, such as a pressure reading combined with a temperature spike that has no close precedent in the plant’s history. These should stop the process entirely and require a decision from someone with the authority to shut down a line.
Who should set the threshold
Where these tiers get drawn matters as much as the framework itself. Threshold setting is frequently handed to the vendor supplying the monitoring software or to a plant’s IT department, both of which understand the technology but not the specific tolerances of a given kiln, mill or line. Operations staff, who know that a particular grinding unit runs hotter under monsoon humidity or that a calciner behaves differently after a refractory reline, are better positioned to calibrate what counts as routine on their own equipment.
Handing threshold ownership to operations does not remove IT or vendors from the process, but it puts the calibration decision closest to the people who live with its consequences on the floor.
Signals that oversight is actually working
A few concrete indicators reveal whether a monitoring setup is functioning as intended or simply providing the appearance of safety. The escalation rate over time is the first: a rate that stays flat or climbs slowly as operations mature is healthy, while one that spikes and then falls sharply often means operators have started overriding the system rather than engaging with it. Time to resolution is the second: escalations that take progressively longer to close suggest fatigue or confusion about ownership, not diligence. The third, and most telling, is how accurate the system’s own uncertainty estimates turn out to be, meaning whether events flagged as high risk actually correlated with real incidents, and whether events waved through stayed incident free. A system whose escalations do not track with actual outcomes trains operators toward the same complacency that unmonitored equipment produces.
None of this argues against automation in Indian cement manufacturing, where a labor structure built on contract work and a track record of serious accidents make better monitoring an urgent need. It argues for treating human oversight as a design problem with three distinct settings, rather than a single
dial turned up whenever a plant wants to look safer on paper.
About the author:
Dijam Panigrahi, Co-founder and COO, GridRaster, is a spatial computing platform for industrial enterprises and manufacturers.
CarbonStrong Raises Rs 125 Million To Scale Low Carbon Cement Tech
Protect Your Margins
More Oversight Makes Cement Plants Less Safe
The biggest gap arises from inconsistent leadership
The Future of Vertical Material Handling
CarbonStrong Raises Rs 125 Million To Scale Low Carbon Cement Tech
Protect Your Margins
More Oversight Makes Cement Plants Less Safe
The biggest gap arises from inconsistent leadership

