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Future Potential Materials

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Asok Kr. Dikshit, Richa Mazumder, Sanjeev Kr. Chaturvedi and Lok Pratap Singh, National Council for Cement and Building Materials (NCCBM), discuss the themes of sustainable development in India’s cement sector, as the second piece from a three-part series.

It has been established by several researchers that different types of wastes/by-products of other industries can be utilised as alternative fuels and raw materials for cement production. Moreover, the circular economy is also supported by the production of blended cements, composite cements and utilising performance improvers (PI) (Kukreja et al. 2020). Portland Pozzolana Cement (PPC) and Portland Slag Cement (PSC), which uses fly ash and granulated blast furnace slag (GBFS) in the production of blended cements are not only beneficial for conservation of natural resources but also in lowering clinker factor in cement and reduction of CO2 emissions along with environmental sustainability. Moreover, various clays and LD slag are also in the lab scale R&D interfacial stage for application in the cement sector as raw materials.

Fly-ash
Fly ash is a by-product of burning pulverised coal in a coal-fuelled power plant. In particular, it is the unburned residue collected by either mechanical or electrostatic separators that is carried away from the burning zone in the boiler by the flue gases. The heavier unburned material drops to the bottom of the furnace and is termed bottom ash. Fly ash is a pozzolanic material consisting of finely-divided amorphous alumino-silicate with varying amounts of calcium. This when mixed with portland cement and water, will react with the calcium hydroxide released by the hydration of portland cement to produce various calcium-silicate hydrates (C-S-H) and calcium-aluminate hydrates. Technical assessment of fly ash is determined by physical and chemical characteristics which meet certain requirements.
The mineralogy and composition of fly ash is not constant and depends upon rather parent coal source, operating parameters and temperature of TPPs, the extent of coal preparation and cleaning, furnace design, usual climate storage and handling. The crystalline phases of the fly ash are determined by the mineralogical properties. Generally, fly ash has silica 40-60 per cent, alumina 20-40 per cent and ferrous 5–15 per cent by weight fractions (Singh et al. 2018). It mostly consists of mullite, quartz, magnetite, hematite and calcite as the common crystalline minerals (Šešlija et al. 2016). Fly ash is categorised into two classes – class F and class C, based on mineral composition and sources of coal.

Backfilling in the zinc lead mines.


In a few cement plants, fly ash is used as a raw mix component but, in most cases, fly ash is added to cement to produce Portland Pozzolana cement (PPC). Fly ash utilisation in the cement and construction industries can lower GHG emissions because such use offsets the emissions that result from mining activities and CO2 generation during cement production. Fly ash can decrease a higher percentage of the consumption of cement during construction. Out of the total fly ash generation, around 25 per cent is being utilised for cement industry (http://www.cea.nic.in/reports/others/thermal/tcd/flyash_201617.pdf). 33 per cent around still remains unutilised due to Geographical imbalanced and limitation of maximum 35 per cent fly ash, in PPC, as per IS:1489 (Part-I) (http://www.cea.nic.in/reports/others/thermal/tcd/flyash_201617.pdf).
In NCB various R&D work has been done on fly ash, some of which has been discussed below:

Evaluation of high-volume fly ash cements
The Indian standard specification IS: 1489 (Pt.I)-2015 for Portland Pozzolana Cement (PPC) permits 35 per cent (max) fly ash addition in PPC. In view of enhancing the use of fly ash in PPC in order to achieve resource conservation and environmental sustainability, NCB has taken up studies on preparation and evaluation of high volume fly ash cements (HVFAC) in line with European standard EN-197-1. Different approaches have been adopted to achieve desired strength development and other physical characteristics of HVFAC using fly ash and clinker materials available in different parts of India. Investigations have been carried out on performance evaluation of High-Volume Fly Ash Cement (HVFAC) up to 50 percent fly ash prepared by inter-grinding as well as separate grinding and blending of all the constituents. A similar strength development pattern was observed in the cement samples prepared with increasing percentage of fly ash with clinkers of different alite contents and maintaining same fineness level by inter-grinding as well as separate grinding and blending (Fig 5.). The effect of fineness levels was found to be more pronounced of HVFAC prepared with the clinker having higher alite.

Development of PPC based on fly ash and limestone
In this study, Portland composite cement blends were prepared (140 nos) with four types of clinker from different regions of India along with the regional available fly ash (15-35 per cent) and limestone (5, 7 and 10 per cent). The results depicted that the clinker quality plays an important role on performance of limestone and fly ash based composite cements. The mortar studies indicated Portland composite cements based on limestone and fly ash with 35 per cent replacement of clinker by fly ash and limestone (keeping limestone content upto 7 per cent in it). Hydration studies showed Monocarboaluminate (Ca4Al2O6 • CO3 • 11H2O) was found in the samples containing FA and LS, and the intensity of these peaks tend to be stronger when the amount of limestone is increased. Draft code formulation for submission to BIS is underway.

Development cement backfills pastes (CBP) using ultra-fine fly-ash and its evaluation
NCB has taken up several projects with Hindustan Zinc Limited in cement-based backfilling material/paste development. The target is for an application of the CBP as a cost-effective alternative to existing backfilling industrial solutions. Assimilation of fly-ash-an industrial waste: generated from a thermal power station along with other wastes generated from mining industries to produce CBP having the desired requirement, as per standing regulation, not only yields financial benefits of reduced consumption of cement whereby reducing carbon footprint; also, it allows utilisation of industrial waste whereby reducing the portion of material channelled to landfills. In the title project, the utiliSation of the ultra-fine fly ash for the preparation of CBP was studied at NCB, Ballabgarh. Based on the studies, NCB made a recommendation to HZL and is under consideration by the company. The studies’ results have
effectively achieved the target and are subject to application mine backfilling at SKE mines,
Udaipur, Rajasthan, India.

Investigations on utilisation of coarse fly ash (200-250 m2/kg)
Generation of fly ash in India is about 226 mtpa, out of which 26 per cent is being utilised in the cement industry. BIS allows fly ash of fineness above 250 m2/kg to be utilised for cement manufacturing. This investigation was carried out in NCB to study utilisation of coarser fly ash (200-250) in cement manufacture and to establish its technical suitability Investigations were carried out with fly ashes having the fineness below the specified BIS limit (250 m2/kg). The studies depicted that the coarser fly ash samples are meeting the mandatory requirements of IS 3812:2013, after grinding to 320±10 m2/kg. Studies on field wise samples indicated that the fineness is lower than 250 m2/kg at initial fields. However, grinding of these samples to 320±10 m2/kg resulted in improved characteristics conforming to IS 3812:2013.

Improving the reactivity of fly ash
The study carried out in NCB investigates the effect of mineral matter doping in the coal before combustion on its chemico-mineralogical constituents of the resultant ash. Different types of sintering aids were mixed with coal of different percentages. The ash prepared of the designed coal and dopants mixes in laboratory furnace at around 950°C. The resultant ash with and without dopants were evaluated for their chemico-mineralogy and microstructure characterisation using state of art instruments such as XRD, SEM and Optical Microscopy The mineralogical or crystalline compositions and glass content of doped ash samples shows better characteristics than the un doped sample. The addition of sintering aids may convert the crystalline content of silicate minerals into amorphous content and enhance the total amorphous content in the doped ash samples. Lime reactivity, and cement reactivity of doped ash samples shows better performance than the control sample.

Improving the properties of fly ash at higher fineness through mechanical activation
Fly ash has been established as the most sought-after material in cement, construction, and related building materials Industry. Enhancing the fly ash utiliSation in the manufacture of cement is identified as one of the key areas to mitigate the GreenHouse Gas emissions from cement industry. Owing to the poor reactivity of Indian fly ash, the cement industry is generally using activation methods to improve the properties of fly ash for enhanced use as a blending component in cement manufacturing. Among different methods of activation, mechanical activation is the most economic and effective way for improving the fly ash properties. Grinding of fly ash alone or along with clinker to the required fineness is a common practice in cement industry. Though increasing the fly ash content in cement has economic and environmental benefits, it results in decrease in the compressive strength values particularly at early ages.

Ground granulated blast furnace slag (GGBS)


In NCB, investigations were carried out on the mechanical activation of fly ash to the very high fineness values to see the effect of use of high fine fly ash on the properties of resultant cement. Though the physical properties and glass content values of the fly ash were found to be improving with the fineness, after a certain fineness some properties of fly ash such as lime reactivity (L.R.) and comparative compressive strength (C.C.S.) were found to be decreasing. Change in the microstructure of fly ash with increasing the fineness of fly ash was identified as the primary reason that is affecting the L.R. and C.R. values. Besides, increasing the fineness of clinker was found to be more beneficial than increasing the fineness of fly ash to absorb more fly ash in the cement manufacturing.
Blast furnace Slag is formed when iron ore, coke, and limestone or dolomite are heated at high temperatures. During this process, the limestone/dolomite acts as a flux and is chemically combined with the silicates and aluminates present in ore. Coke ash and the above products are mixed and produce blast furnace slag. This molten product can be cooled in several ways to form various types of slag, including ground granulated blast furnace slag (GGBS), which is rapidly cooled with large quantities of water to produce granules. GGBS is mixed with Portland cement clinker to make a blended cement known as Portland slag cement. Various phases are present in the slag including glass (supercooled liquid silicates), semi-glass, quartz, Ca-rich silicates, aluminosilicates, the presence of modified C3S and C2S phases, and in melilite, gehlenite, akermanite, merwinite, rankinite, pseudo wollastonite, monticellite, anorthite, forsterite, perovskite, spinel, etc. in minor amounts (Yildirim and Prezzi 2011). Currently India produced approx. 25 million tonnes BFS out of which 22 million tonnes of BFS is granulated and being consumed entirely in cement industry (Agarwal et al. 2017).


Steel slag and Cu slags are also used in cement manufacturing. In these types of slags, the morphometric complexity in the glass is typical, and semi-glass grains may behave as mineralisers. There is a direct effect of this slag on the formation of belite grains. However, these slags reduce the size of grains of both C3S and C2S if the pyro-processing system is disturbed. Steel slag can potentially replace conventional raw materials for clinker production owing to its relatively high content of oxides, such as CaO and Fe2O3. Additionally using steel slag as the raw material helps in the conservation of natural resources. Copper slag has a high Fe content and has been used as an iron adjustment material during the cement clinker production. Since the main composition of copper slag is vitreous FeSiO3, it has low melting point and could reduce the calcination temperature for cement clinker. Thus, the use of copper slag to replace iron powder as iron adjusting materials facilitates cement production, reduces or eliminates the need of mineraliser.
Some of the studies carried out in NCB on steel slag has been discussed below:
Utilisation of Granulated LD Converter Slag
Investigations were carried out in NCB to study the utilisation of granulated LD slag in the manufacture of cement and replacement of natural sand in cement mortars. The investigations revealed that LD slag could be gainfully utilised up to 5 per cent as performance improver in cement manufacture. The results indicated that compressive strength at 28-days improved up to 3.5 per cent as compared to that of control OPC without affecting the other parameters such as water requirement, setting time and soundness. Further, LD slag up to 40 per cent by weight could be added during the clinker grinding stage to manufacture cement blends. The compressive strength was found comparable to control OPC and PSC containing granulated BF slag. The investigations on use of LD slag as raw materials up to 4.25 per cent by replacing iron bearing additives in the raw mix revealed that good quality clinker could be produced at 1400 °C. The investigations on use of LD slag as replacement of natural sand in cement mortar established that LD slag could be gainfully utilised up to 100 percent. The replacement of natural sand in cement mortar also showed improved performance characteristics.

Utilisation of ladle furnace slag as a raw mix component
Exploration studies of Ladle Furnace Slag (LDF slag), which was a waste product from the steel industry were carried out in NCB as a raw mix component in manufacture of clinker to replace the laterite/red mud. Chemical and mineralogical investigations of LDF slag showed the presence of Fe2O3 in the range of 3 to 34 per cent, Al2O3 in the range of 14 to 33 per cent, SiO2 in the range of 3 to 21 per cent and CaO in the range of 33-51 per cent and calcium silicate, calcium aluminate, iron containing minerals etc. Computed mix designs were performed to optimise the raw materials with the similar potential minerals percentage, liquid content, AM, SM in the resultant clinker. LDF slag designed optimum compositions with the replacement level of 0.5 to 1.5 of laterite/red mud showed similar characteristics in terms of burnability as well as setting time, compressive strength and other physical characteristics.

Utilisation of Pet Coke Gasification Slag
A by-product slag, provided by M/s Reliance Industries Ltd, generated during the process of gasification of pet coke was investigated in NCB for its utilisation in the manufacture of OPC. In addition to CaO, SiO2, Al2O3, Fe2O3 and MgO, the slag also contains about 4 per cent vanadium. Investigations were carried out on the use of this slag as raw mix component in manufacture of Portland clinker. The burnability of cement raw mixes designed using 1-5 per cent pet coke gasification slag showed its mineralising effect, which was manifested through better lime assimilation and development of clinker mineral phases along with microstructure. The slag sample was also investigated for its suitability as performance improver in manufacture of OPC. The glass content in the sample was found to be 54 per cent and thus did not meet the requirement of Indian standard IS: 12089-1987. The physical characteristics of resultant cement were found to be comparable to its counterpart prepared using 5 per cent BF slag at all the ages.

Red mud
It is a byproduct of the aluminium industry. It contains numerous in situ mineralisers, which help to enhance quick phase formation in the clinker. However, the phases’ forms are different in shape and size. Red mud also affects the morphology of phases, which is fragmentation of alite and belite, thereby increasing the granulometry of phases. Tsakiridis et al. (2004) by addition of red mud into the raw meals assessed the feasibility of producing Portland cement clinkers. They used raw mix composition having 3.5 per cent Bayer-process red mud blended with 74.8 per cent limestone, 11.4 per cent schist, 3 per cent bauxite and 7.3 per cent Milos sand to prepare Portland cement clinkers. This raw meal is sintered at 1450°C and the produced clinkers mixed with the gypsum (5 per cent) to form final cement. It was observed that the addition of red mud in the raw mix resulted in a well-burnt clinker with a free lime content of 1.94 per cent at 1450°C. The chemical composition of the produced clinker was close to that of OPC clinker, and the incorporation of red mud residue at 3.5 per cent did not affect the mineralogical composition of the Portland cement clinker.
Use of red mud in cement production produces significant environmental and economic benefits such as natural resource management, promoting circular economy, lowering contamination of soil and groundwater, reducing landfill volume, cutting waste disposal costs, and decreasing the production cost of cement (Liu and Zhang, 2011)

Lime Sludge
It is waste mainly produced from the paper industry, other sources are fertiliser, sugar, carbide and soda ash industries. Lime sludge (LS) is generated by a kraft process through the chemical recovery section in a paper mill. The chemical composition of LS samples contains major CaO (52-55) per cent, SiO2 (1-4) per cent, Al2O3 and Fe2O3 make up less than 1 per cent by weight. Minor alkalis of Na2O, K2O and SO3 content are less than 1 wt per cent which is permitted as per Indian standard. al. has undertaken a study in which the lime sludge addition improved the burning ability of clinker which in turn reduced the temperatures for calcium carbonate (CaCO3) decomposition and liquid phase formation (Wei et al. 2014). Raw mix designed to manufacture cement clinker by using lime sludge and other cementitious raw materials, which has C3S, C2S, C3A, C4AF as clinker phase composition (Dikshit and Sahoo 2022).

Red Mud


The industrial LS is having the potential to be utilised as feasible raw material for cement preparation by replacing the limestone. Lime sludge can be used in 30-40 per cent in place of limestone because free lime content is observed to be low in the clinkers. Mineralogically C3S and C2S content is lying in the desired range and alite belite grain size are 27-34 µm and 14-23 µm respectively. NCB has validated lime sludge waste from paper and pulp industry in the cement manufacture application, which can bring sustainable development towards the environment as well as circular economy.

Use of Jarosite
In NCB, a study on Jarosite, a residual by-product generated from zinc industry during hydrometallurgical process containing predominantly Fe2O3, SO3, alkalies with small amounts of ZnO has been carried out. The constituent oxides present are known to contribute significantly in formation of clinker mineral phases and therefore, the Jarosite could be an effective mineraliser and activator in the manufacture of OPC clinker. The present study highlights the effect of addition of 0.5-2.0 per cent of typical Jarosite in cement raw mixes prepared with different grade limestone samples along with other conventional raw materials. The clinker parameters such as LSF, SM and AM were maintained in the range of 0.92, 2.07-2.18 and 1.01-1.14 respectively. Burnability studies on raw mixes showed increase in the rate of lime assimilation and rapid formation of clinker mineral phases in presence of Jarosite. The mineral phase developments and micro-structures of laboratory clinkers fired at 1400±5°C were found to be adequate in presence of optimum dose of 1.5 per cent Jarosite and were comparable to control clinker (without Jarosite addition) prepared at 1450±5°C. The physical performance of Ordinary Portland Cement thus prepared from above mineralised clinker showed performance comparable to control cement. As the Jarosite contains heavy elements, a leaching study was carried out by immersing 28-days hardened neat cement cubes in 500 ml distilled water over a period of 24 months. The leachates such as barium, cadmium, cobalt, chromium, copper, manganese, zinc, lead and strontium were found to be in negligible amounts.

Dried Lime sludge

Use of Marble Waste
Studies were carried out in NCB on the suitability of marble dust/slurry for use in cement manufacture as raw mix, as performance improver in OPC and in making Portland Limestone Cement (PLC). Performance evaluation of Portland Limestone Cement (PLC) composites prepared by blending of 15-30 per cent marble dust/limestone with OPC showed comparable strength development. Similarly, Ordinary Portland Cement samples containing 5 per cent marble dust collected from different marble clusters of Rajasthan also showed performance comparable to OPC containing 5 per cent limestone and conforming to IS requirement of CaCO3 =75 per cent laid down for limestone to be used as performance improver in OPC.

Phosphogypsum
Phosphogypsum is generated as a by-product during the manufacture of phosphoric acid. Approximately 4.5-5.5 tonnes of phosphogypsum is generated per tonne of phosphoric acid produced using wet process. Apart from the yearly generation of phosphogypsum, there is an additional issue of legacy stock of unutilised phosphogypsum of about 64.65 mt at various fertiliser plants accumulated over the years. In the manufacturing process of cement, phosphogypsum could be used as a replacement of natural gypsum which plays the role of a set retarder. Therefore, a project was taken up in NCB on investigations on utilisation of phosphogypsum in cement manufacturing.
Phosphogypsum along with mineral gypsum and clinker from different sources were collected for this study and their chemical, mineralogical and thermal characterisations were carried out. OPC blends were prepared using phosphogypsum and evaluated for chemical and physical properties. Initial results were found to be very encouraging. Further investigation is underway.

Technical feasibility of using FGD gypsum
Globally, Flue Gas Desulfurisation (FGD) systems have been installed in many thermal power plants in developed countries and FGD plants have been in operation in the US for 40 years. In India also the standards set by the MoEFandCC for coal-based thermal power plants came into force by which FGD systems need to be installed in them. Accordingly, a R&D project on technical feasibility of using FGD gypsum in cement manufacture is taken up in NCB. In this project, FGD gypsum is obtained from thermal power plants and other raw materials from cement plants. The FGD is characterised for their chemico-mineralogical properties. Mineralogical characterisation has been done by XRD and DTA. It clearly shows the presence of the Gypsum. The differential thermal analysis (DTA) indicates two endothermic peaks at 140°C due to the conversion of dihydrate to hemihydrate and a small hump at around 167°C due to conversion of hemihydrate to anhydrite of gypsum. In addition, an exothermic peak was recorded at 481°C, corresponding to the phase transformation of a CaSO4 to ? CaSO4. Chemical properties of Cement with both mineral and FGD gypsum clearly shows identical properties as per Indian Standards. The physical properties of cement Cement with both mineral and FGD gypsum clearly show comparable properties for all the properties, including normal consistency, setting time, and soundness. Furthermore, the compressive strength (CS) at 1D, 3D, 7D and 28 days for all samples with FGD gypsum shows similar performance compared to the control sample with mineral gypsum.

*The Authors wish to acknowledge the Director General of National Council for Cement and Building Materials (NCB) for giving permission for publication and DPIIT, Ministry of Commerce and Industry, GOI, through various R&D projects support financial
for sustainable development of cement Industry. The Authors also acknowledge all scientific and technical staff of NCB for cooperation through R&D work for sustainability of cement industry related projects.

**List of references will be featured in the concluding part of the series.

Concrete

Refractory demands in our kiln have changed

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

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

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

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

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

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

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

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

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

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

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

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Digital supply chain visibility is critical

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

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

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

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

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

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

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

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

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

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

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Concrete

Redefining Efficiency with Digitalisation

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

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

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

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

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

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

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

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

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

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