Technology
FLSmidth Laboratory Automation Solution
Published
8 years agoon
By
admin
FLSmidth, an important cement industry equipment and service provider, has its own version of a robotic laboratory. The facility helps to control cement quality and fully meets industry standards for reliability and robustness in an industrial environment.
Cement plants are facing increasingly tough requirements for sample analysis quality and complexity, and for sample throughput. This is partly a result of environmental regulations placing stricter controls on cement production, both in terms of pollution and energy consumption.
In addition, the current economic climate demands 24/7/365 cement plant operation, with as little manpower as possible, with increased productivity.
Many cement plants are in areas where it is difficult to recruit skilled engineers, and people who are available often spend less time in the same job. Remote operation, support from distant locations, and online assistance are all vital for the smooth operation of quality control systems in modern cement plants. The trend in cement plant quality control systems is to meet the following requirements:
Improve the speed and accuracy of sample results;
Meet the stricter controls required for the cement market;
Support 24/7/365 operations;
Achieve zero health and safety incidents.
Supporting product quality control at all stages
The QCX? system from FLSmidth is designed to control cement quality in cement plants and it fully meets industry standards for reliability and robustness in an industrial environment. Automated sampling, sample preparation and analysis provide fast, reliable and consistent information for quality and process control.
The system supports quality control at all relevant stages of cement production in a single, integrated system. Combined with FLSmidth’s extensive experience in cement plant process control, the system incorporates in-depth understanding of production environments and the high requirements for speed and performance. The modular system architecture allows for any degree of automation.
It can be scaled from small task-targeted automation units to large, fully automated laboratories.
KPI for the Quality Laboratory
- Cost-effective production with high quality;
- Strict documentation requirements;
- Continuous plant operation.
Cost-effective production with high quality
Cement production requires fast and correct results to improve quality and reduce operational costs. The Laboratory Automation System transports the samples from the plant to the laboratory; the samples travel 1,500 metres in seconds. The Centaurus, Combined Mill and Press prepare the sample for XRF analysis. The entire process of sampling, preparation and analysis of various equipment like XRF, Free Lime Analysis and Blaine analysis can be done together in the automated laboratory in a foolproof system.
Strict documentation requirements
Stricter QC and audit trail requirements are part of the daily operation of cement plants. The QCX system supports unmanned documented handling of material from process to analysis, avoiding introducing human errors.
Continuous plant operation
For 24/7 plant operation, the process laboratory must operate constantly with only very few, short stops. This means that efficient maintenance and service of all equipment is crucial. To support 24/7 plant operation, the QCX system monitors key components’ KPIs, enabling verification of run hours and end of lifetime for wear parts facilitating spare-part sourcing and reducing downtime for maintenance is part of FLSmidth ‘s global support organisation for fast and easy remote troubleshooting.
A solution for every need
FLSmidth’s comprehensive equipment portfolio, designed specifically for cement production laboratories, ranges from manual machines and automated units to fully automated, high-capacity laboratories. By design, most of FLSmidth’s laboratory equipment is semi-automated and can also be operated manually, as standalone equipment. This means you have the advantage of implementing stepwise automation and of ensuring operation, even when part of the automated laboratory is being serviced.
The QCX system ensures that your process laboratory delivers safe, efficient and accurate analysis quickly and with as few operators as possible. The advanced, user-friendly system can be tailored according to your specific cement production needs, including special cement and fuels, and supports 24/7/365 operation. More than 40 years of development across multiple hardware platforms and a comprehensive base of installed systems has made the QCX system the frontrunner in the cement industry. Automated laboratory solutions from FLSmidth are setting new industrial standards in terms of ease of use, flexibility, reliability and scalability.
Inconsistency in sampling
Sampling inconsistency and inaccurate analysis results contribute to laboratory errors, creating process fluctuations and disrupting productivity, equipment lifetime and especially product quality.
Sampling is the critical first step in the quality control chain. Without correct sampling, preparation and analysis are only a lottery. Balancing your cement plant’s chemistry can be challenging. Sampling inconsistency and inaccurate analysis results contribute to laboratory errors. These errors create process fluctuations and disrupt productivity, reducing equipment life while jeopardizing product quality. According to ‘Sample Theory Studies’, the quality errors come from: Sampling (86.5 per cent); preparation (9 per cent) and analysis (4.5 per cent).
Accurate, automatic sample analysis assists you to take control of your cement plant’s chemistry, its performance and the quality of its output.
QCX/AutoSampling V8 from FLSmidth controls automatic sampling and pneumatic transport of sampled material from the process areas to the production laboratory, and it remains unmatched in its software functionality and performance.
Automated sampling results in samples being taken at the right time, at the right place and consistently. It’s a safe choice. It also:
- Ensures sampling quality remains high and samples are representative of the larger production;
- Allows for fail-safe sample identification, including timestamp;
- Minimises sample-to-sample cross contamination;
- Provides automated composite/average sampling.
Automated sampling combined with automatic transportation results in:
- Fast turnaround times from sampling to analysis;
- Full sample traceability – where and when was this sample taken;
- Improved quality control;
- Optimised overall sample-taking schedule;
- Flexible operator call for additional samples;
- High system availability;
- Easy connectivity to automatic sample preparation systems;
- No health and safety issues as no humans are needed for sample taking;
- Less labour requirements, allowing the workforce to undertake other important tasks;
- Improved and fast troubleshooting and maintenance through informative faceplates describing all information from the samplers and sending stations;
- Tube transport systems have been employed for fast sample transportation in harsh industrial environments since the 1960s. FLSmidth has been involved since the early days and has gained a market-leading position within this technology through execution of hundreds of projects with automated sampling and sample transportation to customers worldwide;
- QCX/AutoSampling provides automatic sampling and pneumatic transport of sampled material from the process areas to a central production laboratory or to designated ‘satellite’ laboratories;
- Manual, semi-automatic, or fully automated send/receive stations are available both at the process end and at the laboratory end of a pneumatic sample transport system. Sampling equipment for powder, granulate or and lumpy materials can be connected to the process send/receive stations, thereby ensuring fully automated procedures;
- Samples are transported in sample cartridges (or carriers or shuttles). For dry powder/granulates, typically 200-500 cc material is sent to the laboratory;
- The applied advanced logic control programming techniques (oQCXSYSo) ensures cost-effective engineering for the specific project as well as providing a very high quality and consistency in both overall and device control. Directly from the PC screen, mimic diagrams (so-called ‘face-plates’) provide easy accessible operational and diagnostic details from the device control level.
- Samples are sent from the process stations to receive/send stations in the laboratory in accordance with individual sample priorities and wait list status. Sample entities like sampling location, product type, sampling time, etc., are automatically passed on to the next handling stage, whether manual or automatic. The integrated automation concept includes advanced priority handling schemes: in case an equipment error leads to reduced capacity in the automated preparation system, it is possible to automatically scale down the automatic sampling & sample transport activity, so that lower priority samples are skipped or called for less frequently;
- Automatic sample transport complements automatic sampling and creates fully automated sampling procedures;
- Fast turnaround time from sampling to analysisl;
- Improved product quality and related operational savings;
- Optimised overall sample taking schedule;
- High system availability;
- Easy connectivity to automatic sample preparation systems;
- Worldwide service & support.
Sampling made easy
QCX/AutoSampling V8 can be seamlessly configured to suit your work processes. FLSmidth has semi- and fully-automated samplers for all cement plant applications – from raw material to cement dispatch including a new hot kiln outlet sampler that enables very fast clinker analysis, and thereby fast feedback to chemical changes introduced in the kiln. With its intuitive user interfaces, and informative faceplates, the system provides a complete overview of all sampling issues directly at the laboratory. Most importantly, it delivers reliable samples!
FLSmidth has more than 200 QCX/AutoSampling systems installed worldwide. Fast and accurate sample preparation and analysis results in greater quality control. It sets your production capabilities apart from the rest.
FLSmidth QCX Robolab
FLSmidth’s QCX/RoboLab aims to simplify some of those complexities. The single, integrated QCX/RoboLab system uses leading-edge technology to deliver automated sampling, sample pre?paration and analysis that’s fast and reliable, and provides consistent information for quality and process control at all stages of cement production.
QCX/RoboLab V8 – improved quality, reduced variance
QCX/RoboLab reduces the hard, repetitive and sometimes hazardous work in the laboratory, to reduce human errors, and to ensure safe, fast, reliable and accurate analysis. It is instrumental in achieving optimum performance.
A QCX/RoboLab system consists of semi-automated sample preparation equipment, sample manipulators, such as a robot or conveyers and manipulators, and state-of-the-art software to handle both the automation and the sample control and laboratory information management system (LIMS) functionalities.
QCX/RoboLab allows for varying degrees of automation. It can be scaled from small, task-targeted automation units to large, fully automated laboratories. Installations have ranged from systems with one robot, one sample preparation machine and one analyser to systems with eight robots and numerous other equipment.
All-in-one combined mill & press
The only all-in-one automated solution that can grind and press or just grind or just press.
FLSmidth’s ‘Centaurus’ automatic sample preparation machine combines laboratory mill and press functions in a compact, easy-to-operate unit. Centaurus consists of an automatic fine grinding mill and an automatic pelletising press. The components for both these main functionalities are integrated in a space-saving and ergonomically designed (award-winning) housing with a footprint of only 1 m2.
The fully automatic Centaurus produces pressed powder test tablets from granular materials such as raw meal, clinker, cement, ore, slag and mine exploration samples for XRF and XRD analysis. Automated quality control systems help improve the product quality in industrial processes. FLSmidth has taken product quality one step further with the unique Centaurus sample preparation machine.
Functionality
The Centaurus houses a sample dosing device, an automatic fine-grinding mill and an automatic pelletising press in a soundproof 1m2 unit. It fits seamlessly into new or existing production laboratory set-ups.
Designed to function as a standalone system or to be integrated with linear or robotics automation systems, the Centaurus has two different operation sides – a human and an automatic side, which allows a smoothly integration into FLSmidth’s QCX/RoboLab system, as well as the use as a standalone machine, because the Centaurus supports automatic feed of samples directly to any X-ray analyser.
The unique thing about Centaurus is its ability to grind sample material without pressing it, or to press sample material without grinding it.
The ‘grinding only’ feature is a standard functionality, while the ‘pressing only’ feature is an available option. Before the grinding and pressing stage, the sample material type is identified from the operator terminal, or via the interface of a supervisory quality control system such as the QCX system.
The preparation method and associated parameters are then selected and the fully automatic sample preparation process begins:
In the flagship of fully-automated sample processing, QCX/RoboLab, the Centaurus plays the main role in sample preparation.
Arriving in the automatic receiving station and filled in the cups, the robot transfers the sample to the Centaurus where the fully automatic sample preparation cycle starts.
From the output position the pressed tablet is placed on the belt leading to the X-ray machine.
QCX/Blend Expert V8
FLSmidth has more than 700 QCX/Blend Expert applications installed worldwide. With QCX/Blend Expert, the complex task of controlling varying raw materials is no longer manual. Its tight control of raw material blending reduces fuel consumption in the kiln, and it delivers kiln feed quality out of the mill, eliminating the need for well working blending silos.
Easy to install, easier to use
FLSmidth has combined more than 40 years of experience in material proportioning in the development of QCX/BlendExpert V8. The software offers significant improvements for all cement plants.
It has been designed using the latest control technologies and can be installed on a standard PC, physical or virtual, standalone or on top of another QCX system. It has an easy-to-interpret graphical interface and advanced alarm and trend capabilities.
For further details, contact: S. Sankaralingam
(Ph. +91 7358058894); Altrin Prabahar. S.
(Ph.+91 7358046923), FLSmidth Ltd.
Maximum efficiency, higher productivity
QCX/BlendExpert provides cement plants with a competitive edge and allows plant owners and managers to achieve what other plants without advanced quality control systems can’t achieve.
- Up to 60% lower standard deviation of quality targets.
- Fast payback of system investment
- due to:
- Lower fuel consumption in the kiln and pre-heater;
- Reduced equipment wear and longer lifetime of mechanical parts – less thermal stress is a direct benefit of QCX/BlendExpert’s stable burning.
- Reduced need for blending silos.
- Higher kiln alternative fuel substitution rate.
- Steady 24/7/365 control philosophy.
- Intuitive user interface, providing easy overview of ‘next step’ process control.
- Fast troubleshooting of material feeders through direct monitoring of feeder operation.
- Improved accuracy and benefits of online analysers through dynamic bias correction and automated handling.
- Optimal use of raw materials and additives, leading to cost savings.
- Optimal control of material blending during upset conditions – no need to switch to manual control.
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Concrete
Decarbonisation is a focus for our R&D effort
Published
4 weeks agoon
February 12, 2025By
admin
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.
Concrete
Technology is the cornerstone of clinker cooling
Published
3 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.
– Kanika Mathur

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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