Technology
Clinker grinding technology in cement manufacturing
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6 years agoon
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Clinker grinding technology is the most energy-intensive process in cement manufacturing. Traditionally, it was treated as "low on technology" and "high on energy" as grinding circuits use more than 60 per cent of total energy consumed and account for most of the manufacturing cost.
Since the increasing energy cost started burning the benefits significantly, the grinding technology came under radar of innovation and technology transformation. Focus shifted to being energy efficient and cost reduction. Population of traditional stand-alone two chamber and three chamber ball mills started slowing down getting replaced by vertical roller mills, high pressure grinding rolls (HPGR), pre-grinders, HoroMills along with high-efficiency dynamic separators, static separator (V-sep) with various innovative process combinations. Technology providers used this opportunity to create a business edge. As a result, substantial reduction in energy consumption levels was achieved successful.
Transformation in product portfolio emerged as blessing in disguise to the energy scenario. Change of traditional OPC into PPC, PSC and composite cement was a game changer. PPC captured widespread market giving breather to grinding energy situation as composition bears 35 per cent of fly ash whose grindability is much lower than clinker. This became profitable proposition not only for volume increase but also for reduced energy. Similarly, PSC proved profitable for the plants having resource logistic advantage. PSC manufacturing technology, varied from inter grinding to separate grinding, gave cost advantage due to clinker factor utilisation. The production of composite cements has been increasing for reasons concerned with process economics, energy reduction, ecology (mostly reduction of CO2 emission), conservation of resources and product quality/diversity. The most important properties of cement, such as strength and workability, are affected by its specific surface and by the fineness and width of the particle-size distribution. These can be modified to some extent by the equipment used in the grinding circuit, including its configuration and control.
Ball mill grinding
Evolution of ball mills was the starting point in communition theory adopted widely in cement manufacturing. Size reduction process of bulk solids acquires major part of cement process. This started from wet grinding in three chambers mills to latest mono chamber semi finished ball mills.
Most used systems are two chamber ball mills in finished mode. Grinding in these mills occur due to the effect of cataracting and cascading motion of grinding balls. Crucial factors that influence the grinding efficiency are:
- Liner design
- Circumferential velocity of the mill
- Shape, size and weight of the grinding media
- Friction between the lining and the grinding media
- Friction within the mill charge itself
Technology innovation made use of above factors; however results obtained were successful to the limited extent. Liners design advanced from Lorian liners to step liners to double wave to supplier customised patterns having less weight. Similarly classifiers changed from traditional deep wave, conveying pattern to thin design and bolt less, low weight liners. Wear rate of liners and grinding media is the most cost affecting factor. Improvements in wear rates and cost savings seen from Mn-steel to Hichrome to controlled metallurgy.
Higher the percentage chrome, better the wear resistance, however lowers the hardness normally. Hence, in order to make this system cost competitive and efficient, above factors must be used and leveraged for system selection and optimisation.
Vertical roller mill technology
Vertical Roller Mill (VRM) has been the most preferred technology over ball mill grinding in terms of various efficiency factors. VRM functions four main processes of grinding technology which are: drinding, drying, separation and transportation. Grinding efficiency is the energy utilised to create specific surface of material having same chemical/mineralogical composition. This can be expressed as: Eu = (Specific surface created/specific energy used). Energy utilisation in VRM grinding is better than ball mill technology. Theo power cons of VRM = (Sp. grinding press x roller area x No. of rollers x grinding track speed x friction factor). Friction factor differs from mill to mill and material to material.
Advancements in mill capacities and technology changing fast making VRM is most versatile and efficient. For the volume sensitive market, VRM started offering higher capacities, meeting expanding market requirements with single mill. At the same time, maintenance flexibilities proved this technology the most preferred choice. Various mill OEMs have their unique design features, offering advancements in technical features.
HPGR technology
High-pressure grinding rolls (HPGRs), with key process equipment as roller press in cement industry, have struggled and conquered for acceptance as finished mode operation in raw grinding and even as pregrinder in clinker grinding technology. Many of the issues that didn’t favour their widespread use have now been gradually gaining grounds. But still, it will remain subdued in selection arguments with VRM technology. Answer for this is again follows the similar requirement of customers, high capacity systems, low cost, high reliability, ease of operation and better wear resistance factors.
Most prevailing issue in the HPGR system is "high pressure" as the name suggests. High pressure has direct benefit on grinding efficiency however, it also has got immense impact on with standablity of grinding components, metallurgy of grinding profiles, mechanical stresses on drive components, etc.
In contemplating an answer to issue of the HPGR, the status of other accepted technologies like VRM must be examined. As an example, the latest and advanced VRM technology can be considered. When a plant operation / design is being considered, every well-equipped engineer will be able to turn to numerous rules of thumb associated with these factors:
Particle size distribution will be consistent in feed
Centralised and circumferentially distributed feed is required to extract the best performance.
Profile and condition of the HPGR is critical to deliver the best performance These issues prevail in VRM also. However VRM technology is well established to handle the variety of feed PSDs. A comparison between RP and VRM on some of the merits and demerits are as given:
Roller Press Parameters
Roller Press roller diameters typically vary from 0.5 m to 2.8 m, depending on the supplies, and roll widths vary from 0.2 m to 1.8 m. The aspect ratio of the rolls also varies as a function of manufacturer. Typical HPGR throughput rates range from 20 to 3,000 tph at different applications, with installed motor power as high as 3,000 kW per roll. The roller profile is the key deciding parameter on withstanding the high pressure and giving much needed life. This has been one of the significant characteristics of rollers / Roller Presses. but solutions are now in place for adequate life of the profiles. When operating an HPGR, the two most important operating parameters are:
Operating pressure
Roll speed
The two key operating parameters are inherently linked to the following:
RP throughput
Specific pressing force
Maximum pressure between the rolls
Specific energy input
RP Throughput: The throughput can also be calculated from the continuity equation as follows:
M = L x s x u x ?c x 3.6 (EQ 2) where
s = operating gap (mm)
?c = density of the product cake (t/m3)
Specific Pressing Force
The specific pressing force is defined as the grinding force applied to the rolls (kN), divided by the diameter (m) and width (m) of the rolls. The specific pressing force has the unit of N/mm2.Fsp = F/(1,000 x D x L) where,
Fsp = specific pressing force (N/mm2)
F = applied grinding force (kN)
D = roll diameter (m)
L = roll width (m)
Maximum achievable roller force must be at least
5500 kN/m2 for raw material
6000 kN/m2 for clinker and slag
Roller press design & operation
Similar to the VRM, there are few Roller Press Technology providers with different designs and principles. Mainly, they are: KHD, Koppern, Polysius. KHD has considerable roller press population for various applications. Their standard configurations are as below:
Stud lining roller is typical and popular solution for high life usage that KHD offers for. There are many advanced versions above this.
Similarly, Koppern roller press has got latest design features catering to the clinker grinding application. The roller profile is different than the other technology and offers high life hours of operation. Standard design feature and parameters that Koppern offers is as below:
POLYCOM is the established technology in roller press supplied by Thyssenkrupp Industries. Population spread across various application for clinker grinding, raw grinding and also in combi mode and finish mode.
Conclusion
Technology evolution has given user various options and alternatives. These options help user to focus on priorities. Volume is the main criteria. Mill capacities, especially in cement grinding are changing the scenario. There were no high capacity mills in the past for clinker grinding. Advanced VRM technology started offering higher capacity levels so that capex decisions became easy for the user.
At the same time, business expansion became visible in terms of stand-alone grinding station with high capacity mills. This is playing a major role in capturing various market demands and hence cement industry growth.
Design features of Gebr Pfeiffer
Design
- Roller and grinding bed inclined, concave grinding path
- Rollers suspended at a pressure frame
- Hydraulic actuated at a pressure frame
- Pull rods inclined to absorb torque, mill housing not affected with horizontal forces
- Swing lift device for retraction & servicing of roller
- High-efficiency separator type SLS
Operation
- Start-up with auxiliary drive, rollers statically on grinding table
- Normally large size mill casing and low pressure losses of gas flow
Design features of Loesche
Design
- Airlock in general for feeding
- High-efficiency separator, LDC
- Conical rollers 2, 3 according to mill capacity with S roller concept
- Rocker arm with hydraulic cylinders to exert the roller pressure
- Hydraulic cylinders with nitrogen accumulators
- Modular design; hydro pneumatic units can be combined with various mill sizes according to throughput or drying needs
Operation
- Rollers can be lifted from grinding track for low torque start-up of the mill
- Grinding pressure and counter pressures can be adjusted to maintain smooth operation
Design features of OK
Design
- Hydro pneumatic system for pressure exertion
- Multiple rollers, based on capacity
- Unique grooved roller profile
- Curved table profile
- Roller repositioning after wear
Operation
- Rollers will be lifter position during start up
- 2,4 rollers can be unloaded for partial capacity operation of special operating conditions
- Recirculation of hot exit gas to the Mill inlet
Design features of Ploysius Quadropol
Design
- 4 individual grinding rollers
- Cambered geometry of roller with better wear resistance
- Rollers can be swung out for maintenance
- Bearing assembly located outside the grinding chamber
- Ring craneway for maintenance works
Operation
Rollers can be unloaded for partial capacity operation of special operating conditions
Nozzle velocities can be adjusted during partial operations
High efficiency SEPOL separator
RP
Few applications in cement
grinding as semi finished mode
– Limited size?not beyond ~120 bar
+ Superior wear solutions
+ lower SEEC for dry and hard
material (Lower than VRM if in finished mode)
+ Market acceptance & early strength of cement
-Sensitive to feed variations
-More equipments & lay out space
VRM:
+ Proven solution, many applications
+ Large single units available
-Reliability of planetary reducer
+ Lower SEEC in compare with ball mill
+ Stable operation easy to achieve…
-… but often requiring water injection
-Support roller technology not successful
Feed chute placed above fixed roller, shut off gate and vertical flow control gate
Feature:
- Easy operation Only few moving parts
- Ensures stable operation even for high product fineness
- Easy start up procedure in
- combination with ROLCOX
- Roller profile is called Hexadur. It offers increased life of profile in compare with solid weld rollers.
About the authors:
Shreekant Hulgi Managing Partner, SPV Engineers
Vijaykumar Vemuri Managing Partner, SPV Engineers
Founded in October 2018, SPV Engineers is a partnership firm specialising in process safety (risk) assessments and solutions, plant performance improvement for productivity through "Mill & Kiln Modules", energy cost reduction through electrical and thermal energy optimisation, refractory design, selection and installation services, capex projects through process engineering, plant capacity debottlenecking and feasibility studies, fuel cost reduction through AFR projects and optimisation. SPV Engineers is a sales partner for latest and advanced SpectraFlow online analyser for minute-by-minute analysis and control. SpectraFlow is an analyser with no radiation risk and no statutory safety requirements. SpectraFlow works on unique principle of NIR (Near Infra Red) technology, which is first in the industry with minimum OPEX and cost of ownership.
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Decarbonisation is a focus for our R&D effort
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20 hours agoon
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Dyanesh Wanjale, Managing Director, Gebr. Pfeiffer discusses the need to innovate grinding technologies to make the manufacturing process more efficient and less fuel consuming.
Gebr. Pfeiffer stands at the forefront of grinding technology, delivering energy-efficient and customised solutions for cement manufacturers worldwide. From pioneering vertical roller mills to integrating AI-driven optimisation, the company is committed to enhancing efficiency and sustainability. In this interview, we explore how their cutting-edge technology is shaping the future of cement production.
Can you tell us about the grinding technology your company offers and its role in the cement industry?
We are pioneers in grinding technology, with our company being based in Germany and having a rich history of over 160 years, a milestone we will celebrate in 2024. We are widely recognised as one of the most efficient grinding technology suppliers globally. Our MBR mills are designed with energy efficiency at their core, and for the past five years, we have been focused on continuous improvements in power consumption and reducing the CO2 footprint. Innovation is an ongoing process for us, as we strive to enhance efficiency while supporting the cement industry’s sustainability goals. Our technology plays a critical role in helping manufacturers reduce their environmental impact while improving productivity.
The use of alternative fuels and raw materials (AFR) is an ever-evolving area in cement production. How does your technology adapt to these changes?
Our vertical roller mills are specifically designed to adapt to the use of alternative fuels and raw materials. These mills are energy-efficient, which is a key advantage when working with AFR since alternative fuels often generate less energy. By consuming less power, our technology helps bridge this gap effectively. Our solutions ensure that the use of AFR does not compromise the operational efficiency or productivity of cement plants. This adaptability positions our technology as a vital asset in the industry’s journey toward sustainability.
What are some of the challenges your company faces, both in the Indian and global cement industries?
One of the major challenges we face is the demand for expedited deliveries. While customers often take time to decide on placing orders, once the decision is made, they expect quick deliveries. However, our industry deals with heavy and highly customised machinery that cannot be produced off the shelf. Each piece of equipment is made-to-order based on the client’s unique requirements, which inherently requires time for manufacturing.
Another significant challenge comes from competition with Chinese suppliers. While the Indian cement industry traditionally favoured our technology over Chinese alternatives, a few customers have started exploring Chinese vertical roller mills. This is concerning because our German technology offers unmatched quality and longevity. For example, our mills are designed to last over 30 years, providing a long-term solution for customers. In contrast, Chinese equipment often does not offer the same durability or reliability. Despite the cost pressures, we firmly believe that our technology provides superior value in the long run.
You mentioned that your machinery is made-to-order. Can you elaborate on how you customise equipment to meet the specific requirements of different cement plants?
Absolutely. Every piece of machinery we produce is tailored to the specific needs of the customer. While we have standard mill sizes to cater to different capacity requirements, the components and configurations are customised based on the client’s operational parameters and budget. This process ensures that our solutions deliver optimal performance and cost efficiency. Since these are heavy and expensive items, maintaining an inventory of pre-made equipment is neither practical nor economical. By adopting a made-to-order approach, we ensure that our customers receive machinery that precisely meets their needs.
The cement industry is focusing not only on increasing production but also on decarbonising operations. How does your company contribute to this dual objective, and how do you see this evolving in the future?
Decarbonisation is a key focus for our research and development efforts. We are continuously working on innovative solutions to reduce CO2 emissions and improve overall sustainability. For example, we have significantly reduced water consumption in our processes, which was previously used extensively for stabilisation. Additionally, we are leveraging artificial intelligence to optimise mill operations. AI enables us to monitor the process in real-time, analyse feedback, and make adjustments to achieve optimal results within the given parameters.
Our commitment to innovation ensures that we are not only helping the industry decarbonise but also making operations more efficient. As the cement industry moves toward stricter sustainability goals, we are confident that our technology will play a pivotal role in achieving them.
Can you provide more details about the use of digitalisation and artificial intelligence in your processes? How does this improve your operations and benefit your customers?
Digitalisation and AI are integral to our operations, enabling us to offer advanced monitoring and optimisation solutions. We have developed three distinct models that allow customers to monitor mill performance through their computer systems. Additionally, our technology enables real-time feedback from our German headquarters to the customer. This feedback highlights any inefficiencies, such as when a parameter is outside the optimal range,
and provides actionable recommendations to address them.
By continuously monitoring every parameter in real time, our AI-driven systems ensure that mills operate at peak efficiency. This not only enhances production but also minimises downtime. I am proud to say that our mills have the lowest shutdown rates compared to other manufacturers. This reliability, combined with the insights provided by our digital solutions, ensures that customers achieve consistent and efficient operations. It’s a game-changer for reducing costs and enhancing overall productivity.
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Technology is the cornerstone of clinker cooling
Published
2 months agoon
December 24, 2024By
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Madhusudan Rasiraju, Country Head, IKN India, talks about enhancing cement plant efficiency with energy-saving, reliable, and customised solutions while supporting sustainability through innovations like oxy-fuel plants and AFR adaptability.
Could you explain what IKN Engineering is, what the company specialises in, and share insights about your clinker cooling solutions?
IKN is a Germany-based company that specialises in providing advanced clinker cooling solutions to the cement industry. Our expertise lies in developing and supplying innovative cooling systems that focus on energy efficiency, durability and cost-effectiveness.
The clinker cooling process is a critical stage in cement production, as it significantly influences the energy efficiency of the entire plant. Our coolers are designed with cutting-edge technology to recuperate a substantial amount of heat from the clinker. This recovered heat is redirected back into the cement production process, enabling our customers to reduce their fuel consumption significantly. Moreover, IKN coolers are engineered for reliability. They are built to operate with minimal maintenance, which helps to lower operational costs and reduce downtime. By focusing on high performance and long-term reliability, we ensure that our solutions are both economically and environmentally beneficial.
How does IKN contribute to improving the efficiency of cement plant operations and supporting sustainability goals?
IKN plays a pivotal role in enhancing the operational efficiency of cement plants while aligning with global sustainability objectives. Historically, clinker coolers required frequent maintenance, with intervals as short as five to six months. This led to regular shutdowns, which disrupted operations and increased costs. With IKN’s advanced cooling solutions, cement plants can now operate their coolers for extended periods without significant maintenance. Our coolers are not only more reliable but also consume less power, which directly reduces energy costs. Additionally, the high heat recuperation efficiency of our systems ensures that less fuel is required for the cement-making process, contributing to a lower carbon footprint.
Sustainability is embedded in our solutions. By reducing energy consumption, optimising processes, and minimising maintenance, we help our customers achieve their operational goals while supporting their commitment to environmental stewardship.
What role does technology play in the clinker cooling process, and how does IKN leverage it to provide advanced solutions?
Technology is the cornerstone of clinker cooling and a driving force behind our innovative solutions at IKN. The cement industry’s needs are constantly evolving, and to stay ahead, we ensure our technologies remain dynamic and adaptable. We adopt a customer-centric approach, continuously collecting feedback from our clients to improve our systems. Every clinker cooler we supply is tailored to meet the specific requirements of the plant it serves. For instance, the physical layout, production capacity, and operational challenges of each facility are unique, and we ensure our solutions address these specific needs.
Moreover, our ongoing research and development efforts focus on enhancing reliability, improving heat recovery, and lowering energy consumption. By integrating the latest technological advancements, we make sure our coolers set new benchmarks in performance and sustainability.
Do you offer customised solutions for each cement plant, and how does the increasing use of alternative fuels (AFR) impact your clinker cooling solutions?
Absolutely, customisation is at the core of what we do at IKN. In the case of retrofits, every cooler is custom-designed to fit the specific layout and operational needs of the existing cement plant. For new installations, we collaborate closely with our clients to design coolers that are precisely sized and configured to meet their requirements.
Regarding alternative fuels (AFR), their increasing use in cement plants presents unique challenges. AFR often results in the production of finer clinker, which can be more difficult to handle during the cooling process. To address this, we optimise the operating parameters of our coolers, such as airflow density and cooler speed, to ensure they perform effectively with the type of clinker being produced. This adaptability ensures that our coolers remain efficient and reliable, even in plants using diverse and non-traditional fuels.
What challenges do you face in providing clinker cooling solutions, both from your operations and from the cement industry’s perspective?
Challenges are inevitable in any advanced technological field, and clinker cooling is no exception. One of the primary challenges we face is adapting to the changing demands of our customers. For example, frequent shifts in fuel types or the introduction of AFR can disrupt the cooling process. These changes often result in variations in clinker properties, requiring us to make adjustments to maintain optimal performance. Additionally, the grid surfaces in coolers may face increased wear and tear due to these changes. At IKN, we address such challenges by reinforcing the grid surfaces and fine-tuning our systems to handle these dynamic conditions.
From an industry perspective, there is an increasing emphasis on efficiency, sustainability, and cost reduction. Meeting these expectations while maintaining high performance is challenging, but it is a challenge we embrace through innovation, research, and collaboration with our clients.
What are your views on the net zero mission, and how is IKN contributing toward this goal?
The net zero mission is a vital initiative for energy-intensive industries such as cement, steel, and power. It requires a collective effort across the supply chain to achieve meaningful progress.
At IKN, we are committed to supporting this global goal. One of our key contributions is the development of oxy-fuel plants, which are designed to significantly reduce carbon emissions during production. We are also exploring innovative cooling methods, such as the use of nitrogen or other media, to further enhance sustainability. Currently, we have two oxy-fuel projects underway in Germany. These plants not only demonstrate our commitment to the net zero mission but also serve as examples of how advanced technology can drive sustainability in the cement industry. By focusing on durability, efficiency, and innovation, we help our clients reduce their environmental footprint while maintaining high operational standards.
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By integrating advanced technologies like IoT and AI, cement plants are transforming into highly efficient and interconnected systems. ICR explores how these innovations enable real-time monitoring and predictive maintenance, significantly reducing downtime and operational costs.
The cement industry, traditionally known for its reliance on heavy machinery and manual processes, is undergoing a significant digital transformation. This shift is driven by advancements in technology that promise to enhance efficiency, reduce costs, and improve overall production quality. Key trends include the adoption of the Internet of Things (IoT), which enables real-time monitoring and control of production processes through interconnected devices. Artificial Intelligence (AI) and Machine Learning (ML) are being utilised to optimise operations, predict maintenance needs, and minimise downtime by analysing vast amounts of data. Additionally, the integration of Big Data analytics allows for more informed decision-making by providing insights into production trends and potential areas for improvement.
“One of the key advantages of integrating data across our systems is the ability to have a more transparent, agile, and integrated supply and logistics chain. With the implementation of Oracle Logistics Management Solution, we have been able to overcome challenges related to consignment locations and truck movements, providing real-time visibility into our operations. This has also led to operational efficiency improvements and the ability to predict consignment delivery times, which we share with our customers, enhancing their experience” says Arun Shukla, President and Director, JK Lakshmi Cement.
According to BlueWeave Consultancy, during the forecast period between 2023 and 2029, the size of India cement market is projected to grow at a CAGR of 9.05 per cent reaching a value of US$ 49.24 billion by 2029. Major growth drivers for the India cement market include the growing need from construction and infrastructure sectors and rising governmental initiatives and investments in expansive infrastructure ventures encompassing highways, railways, airports, and public edifices.
Importance of Digitalisation
Digitalisation in cement manufacturing is crucial for several reasons:
- Enhanced efficiency: Digital tools streamline production processes, reducing waste and improving the precision of operations. This leads to higher output and better resource utilisation.
- Predictive maintenance: By leveraging AI and IoT, cement plants can predict equipment failures before they occur, minimising unplanned downtime and extending the lifespan of machinery.
- Energy optimisation: Digital technologies enable the monitoring and optimisation of energy consumption, leading to significant cost savings and a reduced carbon footprint.
This aligns with global sustainability goals and regulatory requirements.
Quality control: Advanced sensors and data analytics ensure consistent product quality by closely monitoring and adjusting the production parameters in real time.
Safety improvements: Automation and robotics reduce the need for human intervention in hazardous environments, enhancing worker safety and reducing the risk of accidents.
Competitive advantage: Companies that embrace digitalisation can respond more quickly to market changes, innovate faster, and provide better customer service, giving them a competitive edge in the industry.
Digital transformation is reshaping the cement industry by driving efficiency, enhancing product quality, and promoting sustainability. As the industry continues to evolve, the adoption of digital technologies will be essential for maintaining competitiveness and achieving long-term success.
Key technologies driving digitalisation
The digital transformation of the cement industry is powered by a suite of advanced technologies that enhance efficiency, improve product quality, and drive sustainability. Here are some of the key technologies making a significant impact:
IoT refers to a network of interconnected devices that communicate and exchange data in real time. In the cement industry, IoT applications are revolutionising operations by enabling real-time monitoring and control of production processes. Sensors embedded in equipment collect data on various parameters such as temperature, pressure, and vibration. This data is then transmitted to a central system where it is analysed to optimise performance. For instance, IoT-enabled predictive maintenance systems can detect anomalies and predict equipment failures before they occur, minimising downtime and reducing maintenance costs. Additionally, IoT helps in energy management by monitoring consumption patterns and identifying opportunities for energy savings.
AI and ML in process optimisation are pivotal in enhancing process optimisation in the cement industry. AI algorithms analyse vast amounts of data generated from production processes to identify patterns and insights that human operators might overlook. ML models continuously learn from this data, improving their accuracy and effectiveness over time. These technologies enable real-time adjustments to production parameters, ensuring optimal performance and product quality. For example, AI-driven systems can automatically adjust the
mix of raw materials to produce cement with consistent properties, reducing waste and improving efficiency. AI and ML also play a crucial role in predictive maintenance, forecasting potential issues based on historical data and preventing costly equipment failures.
Tushar Kulkarni, Head – Solutions, Innomotics India, says, “Adoption of artificial intelligence (AI) will significantly help cement plants in their efforts towards innovation, efficiency and sustainability goals through improved process optimisation and increased productivity.”
“The Innomotics Digi-Suite (AI-based) is positioned to support the cement industry in this endeavour. Built on microservices architecture, Digi-Suite offers flexible self-learning AI based solutions which can be customised or tailor-made in accordance with plant / customer requirements. It enables customers to implement their digitalisation strategies in a stepwise manner and scale it up to an entire plant or multiple plants. Through this platform, customers can monitor and manage processes centrally. This approach provides guidance for company-wide process standardisation, knowledge sharing and optimum utilisation of expert resources,” he adds.
Big Data analytics involves processing and analysing large volumes of data to extract meaningful insights. In the cement industry, Big Data analytics is used for predictive maintenance and strategic decision-making. By analysing data from various sources such as sensors, machinery logs, and production records, companies can predict equipment failures and schedule maintenance activities proactively. This approach minimises unplanned downtime and extends the lifespan of critical assets. Furthermore, Big Data analytics helps in optimising supply chain management, inventory control, and production planning by providing actionable insights into trends and patterns. Decision-makers can leverage these insights to make informed choices that enhance operational efficiency and competitiveness.
Arun Attri, Chief Information Officer, Wonder Cement, says, “The advantages of data integration are substantial. By leveraging integrated data,
we build a single source of truth, we can identify patterns, optimise processes, and implement strategic initiatives that drive overall business growth. This approach not only enhances operational efficiency but also strengthens our relationships with all stakeholders by providing a clear and consistent view of our operations.”
“By establishing a single source of truth, we ensure that all stakeholders, both internal and external, have access to consistent and accurate data. This unified data repository enhances visibility into our operations, improves decision-making, and enables comprehensive analyses. For internal stakeholders, such as our production, quality and maintenance teams, this means having reliable data to optimise processes and schedule maintenance effectively. For external stakeholders, including suppliers and customers, it ensures transparency and trust, as they can rely on the accuracy of the information provided,” he adds.
Cloud computing offers a scalable and flexible solution for data storage and access, playing a vital role in the digitalisation of the cement industry. By storing data in the cloud, companies can easily access and share information across different locations and departments. Cloud-based platforms facilitate real-time collaboration and data sharing, enabling seamless integration of various digital tools and systems. Additionally, cloud computing provides robust data security and backup solutions, ensuring that critical information is protected and can be recovered in case of data loss. The scalability of cloud services allows cement manufacturers to handle the increasing volume of data generated by IoT devices and other digital technologies, supporting their growth and innovation initiatives.
Digital twin technology
Digital twin technology involves creating a virtual replica of a physical asset, process, or system. This digital counterpart is continuously updated with real-time data from sensors and other sources, mirroring the physical entity’s performance, behaviour and condition. In the cement industry, digital twins
offer numerous benefits. They enable real-time monitoring and analysis, allowing operators to visualise and understand complex processes in detail. This enhanced visibility helps in optimising production, improving efficiency, and reducing downtime. Digital twins also facilitate predictive maintenance by simulating various scenarios and identifying potential issues before they occur, thereby extending the lifespan of equipment and minimising maintenance costs. Moreover, they support data-driven decision-making by providing comprehensive insights into operations, leading to better resource management and increased productivity.
Tarun Mishra, Founder and CEO, Covacsis, explains, “Different plant data reside within the walls of individual plants. Comparing micro economic performance across plants is impossible. Covacsis’ IPF is designed to aggregate multiple plant’s data at unified enterprise datalike (historian) which then further used for relative baselining and relative performance analysis across same and similar asset base or product or processes.”
“Data plays the most important role in any algorithm. Big data and fast data are only adding to the logistics performance of any algorithm and platform. Covacsis is a decade old and most mature platform in the world. Covacsis’ SaaS infrastructure is already handling more than 350 billion of cement process and operation data on a daily basis with a compounding daily growth rate of 1 per cent. This provides a significant advantage to Covacsis towards building algorithms and ensuring the value efficacy of these algorithms for the industry,” he elaborates.
The implementation of digital twins in cement plants involves several steps. First, detailed models of the plant’s equipment, processes, and systems are created using data from various sources such as sensors, historical records, and engineering specifications. These models are then integrated into a digital platform that continuously collects and analyses real-time data from the physical plant. For instance, a digital twin of a cement kiln can monitor temperature, pressure, and other critical parameters, allowing operators to optimise the combustion process and improve energy efficiency.
Similarly, digital twins of grinding mills can help in adjusting operational parameters to achieve optimal particle size distribution and improve cement quality. The integration of digital twins with other digital technologies such as IoT, AI and Big Data analytics enhances their capabilities, providing a comprehensive and dynamic view of the entire production process. As a result, cement plants can achieve significant improvements in operational efficiency, product quality and sustainability.
Automation in cement production
Automation plays a pivotal role in enhancing productivity within the cement industry by streamlining operations and reducing the reliance on manual labor. Automated systems and machinery can perform repetitive and complex tasks with higher precision and consistency than human workers. This leads to significant improvements in operational efficiency and throughput. For instance, automated material handling systems can manage the movement and storage of raw materials and finished products more effectively, minimising delays and reducing handling costs.
Automated process control systems enable real-time monitoring and adjustments of production parameters, ensuring optimal performance and reducing waste. Additionally, automation helps in maintaining consistent product quality by minimising human errors and variations in the manufacturing process. Overall, the integration of automation technologies results in faster production cycles, lower operational costs, and increased competitiveness in the market.
The introduction of automation in the cement industry has a profound impact on workforce skills and safety. As automation takes over routine and hazardous tasks, the demand for manual labour decreases, and the focus shifts to more technical and supervisory roles. Workers are required to develop new skills in operating and maintaining automated systems, as well as in data analysis and problem-solving. This shift necessitates continuous training and upskilling to ensure the workforce can effectively manage and leverage advanced technologies.
On the safety front, automation significantly enhances worker safety by reducing their exposure to dangerous environments and tasks. Automated systems can handle heavy lifting, high-temperature processes, and exposure to harmful dust and chemicals, thereby minimising the risk of accidents and occupational health issues. As a result, automation not only boosts productivity but also contributes to a safer and more skilled workforce, fostering a more sustainable and resilient industry.
Energy efficiency and sustainability
Digital tools are revolutionising the way energy consumption is monitored and optimised in the cement industry. Advanced sensors and IoT devices continuously collect data on energy usage across different stages of the manufacturing process. This real-time data is analysed using AI and machine learning algorithms to identify patterns, inefficiencies, and opportunities for energy savings. Energy management systems (EMS) integrate these digital tools to provide a comprehensive overview of energy consumption, allowing operators to make informed decisions to reduce energy waste. For instance, predictive analytics can forecast energy demands and optimise the operation of high-energy equipment, such as kilns and grinders, to align with periods of lower energy costs. Additionally, automated control systems can adjust operational parameters to maintain optimal energy efficiency, thereby reducing the overall energy footprint of the plant.
McKinsey & Company for the cement industry analyse that pursuing digitisation and sustainability levers are key to significantly boosting productivity and efficiency of a typical cement plant. The result is a margin gain of $4 to $9 per tonne of cement, which would shift a traditional plant to the top quartile of the cost curve for plants with similar technologies.
Digital technologies are also instrumental in driving sustainable practices within the cement industry. By providing precise control over production processes, digital tools help in minimising raw material wastage and reducing emissions. For example, advanced process control (APC) systems optimise the combustion process in kilns, leading to more efficient fuel use and lower carbon dioxide emissions. Digital twins, which create virtual replicas of physical assets, enable detailed simulations and scenario analyses, allowing companies to explore and implement more sustainable production methods. Furthermore, the integration of renewable energy sources,
such as solar and wind power, is facilitated by digital technologies that manage and balance energy loads effectively.
Digital platforms also support the implementation of circular economy practices, such as the use of alternative fuels and raw materials, by tracking and optimising their utilisation throughout the production cycle. Overall, digital technologies empower the cement industry to achieve significant advancements in energy efficiency and sustainability, contributing to environmental conservation and compliance with global sustainability standards.
Future of digitalisation
The cement industry is on the brink of a significant transformation driven by emerging technologies. Innovations such as artificial intelligence (AI), machine learning (ML), advanced robotics, and blockchain are poised to revolutionise various aspects of cement production and supply chain management. AI and ML will enable more sophisticated predictive maintenance and process optimisation, reducing downtime and increasing efficiency. Advanced robotics will automate more complex and hazardous tasks, further enhancing productivity and worker safety. Blockchain technology offers potential benefits in enhancing transparency and traceability in the supply chain, ensuring the integrity of product quality and compliance with environmental regulations. These emerging technologies will collectively contribute to a more efficient, reliable, and sustainable cement industry.
Smart cement plants represent the future of the industry, where digital technologies are fully integrated to create highly automated and interconnected production environments. In these plants, IoT devices, digital twins and AI-driven systems will work together seamlessly to monitor, control and optimise every aspect of the manufacturing process. Real-time data from sensors will feed into advanced analytics platforms, enabling instant adjustments to maintain optimal performance. Digital twins will allow operators to simulate and test changes in a virtual environment before implementing them in the physical plant, minimising risks and enhancing decision-making. Furthermore, smart cement plants will incorporate renewable energy sources and energy storage solutions, supported by intelligent energy management systems that ensure efficient and sustainable operations.
Over the next decade, the digital transformation of the cement industry is expected to accelerate, driven by continuous advancements in technology and increasing demands for sustainability. We can anticipate widespread adoption of AI and ML for real-time process optimisation and predictive maintenance, leading to significant reductions in operational costs and emissions. The use of digital twins will become standard practice, enabling more precise and flexible production planning and execution.
Enhanced connectivity and data sharing across the supply chain will improve efficiency, transparency, and collaboration among stakeholders. Additionally, the integration of renewable energy and advanced energy storage solutions will become more prevalent, supported by digital platforms that optimise energy usage and reduce environmental impact. As the industry embraces these digital innovations, we will see a new era of smart, sustainable, and highly efficient cement manufacturing, positioning it to meet the challenges and opportunities of the future.
Conclusion
The digital transformation of the cement industry is poised to revolutionise traditional manufacturing processes, driving significant advancements in efficiency, sustainability, and competitiveness. Emerging technologies such as IoT, AI, ML advanced robotics, and blockchain are not only optimising energy consumption and improving operational efficiency but are also paving the way for more sustainable practices. The evolution towards smart cement plants, where digital tools are fully integrated, is set to redefine production environments with enhanced automation, real-time monitoring and advanced analytics.
Over the next decade, we can expect these technologies to become standard practice, leading to substantial reductions in costs and emissions, improved supply chain transparency, and greater adoption of renewable energy sources. As the industry embraces digitalisation, it will be better equipped to meet future challenges and seize new opportunities, ultimately contributing to a more sustainable and resilient
global economy.
– Kanika Mathur
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