Technology
It’s not just about the bag!
Published
7 years agoon
By
adminA correctly selected air pollution control system will not only control air emissions successfully, but also contribute to the cement plant’s overall efficiency.
It is a fact that emission limits in the cement industry have become and will continue to get more stringent. Although there are some differences, depending on which part of the world one looks at, the limits are undoubtedly heading downwards. A direct implication of this is that the dust control activities of cement manufacturers will have to be improved globally.
In cement plants across the world, cyclones, electrostatic precipitators (ESPs), and baghouses, either alone or in combination, are widely used dust control technologies, each with their own benefits. The well-known and established ESP technology is capable of handling dust emission limits of 5- 10 mg/Nm3.
ESPs in the cement industry can be operated up to a service temperature of around 450?C, so there is no cooling of the gas needed for kiln exit gases and those of the clinker cooler. In the case of bypass filters, depending on the kiln exit temperature, cooling of the gases with air or water may be required. One of the most compelling arguments for an ESP installation is that ESPs are very easy to operate.
Moreover, maintenance is relatively simple and the cost reasonable, due to fewer components involved as compared to a baghouse, for example. On the other hand, the space requirements for an ESP filter are huge and, if one wants to lower the dust emissions even further, the filter becomes very large, and the consumption of electricity very extensive. The extension of an ESP to meet new emission limits could imply higher fixed costs and increased operating costs.
In most cases, the option of expanding the ESP filter is not available, as space is often the limiting factor in existing facilities. However, depending on the desired lower emission targets, ESP technology may not even be able to reach those new levels.
Other options
Time and again, changes in regulations and lower emission limits have forced the cement industry to look for other solutions. Lower emissions, in the range of about 3-5 mg/Nm3, can be achieved with baghouses, which also have a much smaller footprint than ESPs. No wonder that one of the industry’s responses to the challenge was the conversion of an existing ESP installation, either in full or in part, into a baghouse with a fabric filter. This type of filter conversion has become common practice in the cement industry, and with new limits in place, many more retrofits are expected worldwide in the coming years. However, the right implementation is crucial to reaping the benefits of such a retrofit. Some of the problems encountered can be traced back to fundamental differences between the two technologies. Two of these basic differences are the direction of flow of the flue gases and the operating temperature. An ESP filter requires a horizontal flow of the flue gases going through the collecting plates. In a baghouse, the flue gases go through the vertically hanging bags.
Therefore, in a baghouse filter, the gas flow should be vertical. An ESP installation can be operated at approximately 450?C, whereas in the case of a baghouse, the temperature is limited by the kind of filter media used. Maximum continuous operating temperatures for fabric filters are 250-260?C; cooling of the flue gases is therefore required. The actual filter media may be a fabric cloth made of either a needle felt or a woven fibre glass. Both fabrics could be equipped with an expanded polytetrafluorethylene (ePTFE) membrane material. Due to the very small pore size of the membrane (1 – 2 ?m), lower emission rates of about 3-5 mg/Nm3 can be achieved.
The crystallite melting point of PTFE material is 327?C and a potential active continuous service temperature of 288?C seems possible. However, practical continuous filtration operating tempe-ratures are between a maximum of 250-260?C. In order to protect the fabric filtration media, valuable heat energy has to be wasted due to the cooling of the flue gas. In many cases, where cooling is done by air, about 30-50 per cent of the air going through a fabric filter baghouse is the air required for cooling the flue gas to a desired temperature.
Cooling of flue gas can be avoided, if the filter medium can withstand higher temperatures, presenting a number of opportunities:
The volume of air can be reduced, which saves electricity costs on the fan motor. Increased production capacity may become possible without having to scale up the ID fan capacity. The clean gases are higher in temperature and therefore do not need to be heated for potential SCR NOx reduction treatment. This will save on fuel consumption and therefore on cost.
The thermal energy from the clean hot gases can be reused as thermal energy for drying raw material or coal. Those clean hot gases could also be used to generate electricity.
The use of latest state-of-the-art high efficiency pollution control equipment like ESPs and bag filters has made it possible for the cement industry to be well within the particulate emission norms. The recently prescribed norms for PM, SO2 and NOx are at par with the stringent EU norms. However, Indian cement plants need adequate time to implement measures in order to comply with the norms (particularly with SO2 and NOX) in a gradual phased manner, given the fact that there is a need for availability of good quality coal, ammonia, equipment design modifications and concerns on health hazards associated with use of ammonia in NOx reduction technologies.
Emission Monitoring
The cement industry has installed Continuous Emission Monitoring Systems (CEMS) in most of the kiln stacks and opacity monitors in most of process stacks. CEMS facilitates tracking of SO2 and NOX emissions in real time on a continuous basis and enhance the accuracy of reporting. It also helps to identify the base line emissions and deviations from expected regu-latory norms with a view to take corrective measures wherever necessary.
Various types of Air Pollution Control Equipments (APCEs) are used in cement plants to control the particulate emission to the atmosphere such as cyclone and multi-cyclones, wets crubbers, ESPs, fabric filters/bag filters or gravel bed filters.
The use of more advanced technologies, such as pulse jet bag houses, has been extended in manufacturing units of cement industry. The methods employed for fugitive dust control in cement industry includes water spray system, green cover, tree plantation, exhaust ventilation system and proper house-keeping. Filter bags are a critical component in assuring that the fabric filter will be able to meet environmental regulations and plant process demand. Though filter bags are usually the first place plant personnel look when problems occur, there are other areas to consider. The bag house equipment design, such as how the bags are cleaned and how the dust is removed from the bags are equally important.
The maintenance practices such as filter bag installation, start-up and shutdown procedures are important to attain optimal performance. One of the biggest issues that cement plants face with fabric filters is the ability to distribute gas equally to all of the compartments without causing high velocity problems, which can quickly cause filter bags to break.
Expert knowledge
To ensure the fabric filter meets operational goals and complies with environmental regulations, it needs the support of associated services, inclu-ding qualified technical support, filter training, lab testing, spare parts, make and hold agreements, and ongoing customer service. This requires an experienced solution provider who has both operational know-how and technological manufac-turing competencies. Filter bag engineers should be able to evaluate all process conditions, including gas temperature, air flow, volume, and more.
Here, FLSmidth Airtech has engineered the best design to meet these challenges head on by utilising an exclusive design of gas distribution screens and side inlet that reduces velocity and allows dust to pass directly into the hopper. This contributes directly towards longer filter bag life.
The feature of equalised and low velocity gas streams provides extremely important benefits for the cement plant such as cost reductions in the compressed air energy used for filter bag cleaning.
The kiln
Fiberglass is the most common media for filter bags in kiln filters for good reason. Its temperature resistance of up to 260?C (500?F) can withstand the hot gases of the kiln, providing flexibility to plant operations as higher temperature ratings allow for improved throughput and production.
However, fiberglass bags are relatively fragile and must be handled very carefully, especially during installation. Consequently, it is recom-mended that installation of fiberglass bags is left to experienced, qualified personnel.
A potential drawback of fiberglass bags is their relative inability to withstand ‘overpulsing’ or excessive cleaning. Here, efficient and careful cleaning of the bags is an important factor in preventing failure. An excessive amount of cleaning pulses will often lead to premature failure, so it is necessary to find the optimal frequency to ensure the longest possible service. Qualified fabric filter technicians can provide best-practice recommendations.
Clinker cooler
The typical media for clinker cooler filters is aramid. This sets a maximum temperature limit of 204?C (400?F) and a constant of 190?C (375?F) since above this, aramid bags will fail. Bag failures can lead to unnecessary stoppages of the clinker cooler, because the defective bags need to be located and exchanged. A particularly useful device is a broken bag detector that can alert the plant operators in the event of a broken bag as well as pinpoint the location.
This minimises production loss and provides better conditions for finding and replacing the bags efficiently and safely. In addition, if fabric filter performance is not cost effective, several filter media upgrades are available.
Finish mill
In finish mill filters, polyester is one of the most widely used media because of its high availability and low cost. However, hydrolysis is a common problem for this process. Polyester becomes brittle when exposed to moisture and temperatures around dew point, approximately 100?C (215?F). A better option is an acrylic filter bag because it operates well in high moisture applications. Other benefits of acrylic filter media are good resistance to moist mineral and most acids as well as an excellent resistance to organic solvents.
Coal mill
Typical filter media for coal mill dust collectors include polyester, acrylic and aramid. With a stainless steel scrim, these new and improved media replace the traditional, blended fabric with carbon fibres, also known as epitropic filters. The conductive scrims dissipate static consistently throughout the filter bag at a lower cost. Static electricity in the coal mill filter could ignite coal dust and cause a fire or explosion. Safety measures preventing static electricity discharge therefore need to be in place to reduce the potential for explosions and fires. These measures include using stainless steel or copper grounding wires sewn to the filter bag or semiconductor filter bags.
Secondary dedusting
It is not uncommon to see undersised dust collectors in applications such as silos, pack houses, belt transport and conveying systems. High differential pressure issues in these units, designed for a specific grain loading, are usually caused by system overloading as production expands. The issue can be solved by retrofitting the design, increasing the size of the collector or using a pleated filter bag design instead. This last option can be the most cost effective because the same housing and other components are used.
Filter monitoring
Although particulate monitoring systems are generally purchased to monitor environmental emissions, many users also utilise these instruments as preventative maintenance tools. The ability to predict when a filter is likely to fail and to be able to identify which row or chamber is at fault has provided users with a proven method to not only reduce the environmental impact and clean-up costs associated with large-scale emission events but also to make significant savings in spares, maintenance times and lost production.
To achieve this, the selected monitoring technique must be able to accurately track the very dynamic dust emissions created during a bag filter cleaning cycle. To these ends UK-based PCME recommends Electrodynamic units in preference to Optical or Triboelectric systems.
As a filter is reverse jet cleaned, any defects in the filter membranes are exposed resulting in relatively high dust peaks. By monitoring these peaks in real time using the Predict software package, it is possible to identify potential problems within the filter before they result in breaches of environmental limits.
The cleaning signature of the bag house is made easily identifiable by the input to the monitor of the filters cleaning pulses via Auxiliary Input Modules. Additionally further outputs maybe taken from pressure sensors within the bag house to assess the caking of the filter elements, thereby allowing the operator to reduce bag wear and compressed air usage and allowing the optimisation of the filter system.
Predict provides the possibility to observe filter problems remotely and check maintenance work to ensure correct performance of the filter. The use of Predict has proven the ability of a monitor not only to be used for environmental compliance but also to be used as a significant aid to plant maintenance and to also enable users to greatly reduce the instances of catastrophic filter failure.
These two complimentary monitoring tech-niques are used as they offer the best monitoring solutions in the widely different conditions found in these two locations. Electrodynamic sensors have a proven capability to monitor the extremely high dust loads found Pre-filter, providing a reliable, rugged monitoring solution whereas Optical sensors are chosen for chosen for use.
Post filter as a result of their capability to measure extremely low dust levels (0.1 mg/m3 utilising pro-scatter techniques) and their low maintenance requirements. The ability to observe in real time the perfor-mance of the filter allows the operator to adjust operating parameters to optimise not only filter efficiency, but also reduce operating costs, extend the filters operating life and decrease the environmental impact of the process.
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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
Concrete
Advantages of data integration are substantial
Published
3 months agoon
August 23, 2024By
RoshnaArun Attri, Chief Information Officer, Wonder Cement, discusses the digital transformation and advanced technologies used to enhance operational efficiency, sustainability and cybersecurity in their cement manufacturing processes.
How has the implementation of IT initiatives transformed your operations and processes in the cement industry?
We operate under the digital vision: To leverage digital to accelerate growth, build relationships and enhance consumer experience.
Our digital transformation initiatives have profoundly reshaped operations and processes at Wonder Cement. By integrating advanced technologies such as IoT, cloud computing and constructing a data lake house for data consolidation as a single source of truth, we have enabled seamless information flow between applications and developed real-time analytics. These advancements have streamlined our production processes, enhanced operational efficiency, and improved decision-making. Additionally, predictive analytics allows us to anticipate market trends and customer needs more accurately.
Can you discuss how your organisation is adopting Industry 4.0 technologies and the benefits you are experiencing?
Embracing Industry 4.0 technologies is truly transforming our operations and improving reliability. Here are the key benefits we are experiencing:
- Real-time monitoring: IoT devices provide real-time data on equipment performance, enabling predictive maintenance and reducing downtime.
- Process optimisation: AI and machine learning algorithms enhance process optimisation,
leading to increased efficiency and reduced operational costs. - Higher productivity: Improved monitoring and optimisation result in higher productivity and better product quality.
- Enhanced sustainability: Better resource utilisation contributes to enhanced sustainability.
What specific automation technologies have you implemented, and how have they improved efficiency and productivity in your cement plants?
Automation technologies have revolutionised efficiency and productivity at our cement plants. Automated quality control systems ensure consistent product quality by continuously monitoring and adjusting production parameters. Robotic process automation (RPA) in administrative functions like inventory management and order processing has drastically reduced manual errors and boosted operational efficiency. These advancements enable us to uphold high standards of precision and reliability, optimise resource utilisation and minimise wastage.
How are predictive analytics and maintenance technologies being utilised in your operations to minimise downtime and optimise maintenance schedules?
Predictive analytics and maintenance technologies are pivotal in minimising downtime and optimising maintenance schedules at Wonder Cement. By analysing historical data and real-time sensor inputs, we proactively predict and address potential equipment failures. This approach has drastically reduced unplanned downtime, enhanced equipment reliability, and extended machinery lifespan. Our maintenance teams use these insights to schedule activities during planned shutdowns, ensuring minimal production disruption. This proactive strategy has led to substantial cost savings and significantly boosted overall plant efficiency.
What are the challenges and advantages of integrating data across various systems in your cement manufacturing process?
Integrating data across various systems in our cement manufacturing process presents both challenges and advantages. One of the primary challenges is ensuring data consistency and accuracy across different platforms. To address this, we have implemented robust data integration and validation frameworks that facilitate seamless data flow and synchronisation.
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.
How is digitalisation contributing to sustainability efforts and reducing the environmental impact of your cement production?
IT initiatives play a pivotal role in supporting our sustainability efforts and reducing the environmental impact of cement production at Wonder Cement. One of the key contributions of IT is the optimisation of energy consumption. Through advanced energy management systems, we continuously monitor and analyse energy usage across our operations. This allows us to identify areas of inefficiency and implement measures to reduce energy consumption, such as adjusting process parameters and utilising energy-efficient equipment.
Additionally, IT enables us to track and manage emissions more effectively. By integrating emission monitoring systems with our IT infrastructure, we can continuously measure and analyse emission levels, ensuring compliance with environmental regulations and identifying opportunities for reduction. For instance, real-time data on CO2 emissions allows us to adjust our production processes to minimise the carbon footprint.
IT initiatives also facilitate the implementation of circular economy practices. Through sophisticated waste management systems, we can monitor and optimise the use of alternative fuels and raw materials, reducing our reliance on traditional resources and minimising waste generation.
With the increasing digitisation of operations, what steps are you taking to ensure cybersecurity and protect sensitive data?
With the increasing digitisation of operations, ensuring cybersecurity and protecting sensitive data is paramount at Wonder Cement. We have implemented advanced technologies such as artificial intelligence and machine learning (AI/ML) for threat detection and response, and Secure Access Service Edge (SASE) to provide secure and efficient network access. Additionally, our Security Operations Centre (SOC) continuously monitors our digital infrastructure, utilising AI/ML to identify and mitigate potential threats in real-time. Comprehensive cybersecurity measures, including firewalls, intrusion detection systems, and regular security audits, further safeguard our systems. We also conduct regular training sessions for our employees to raise awareness about cybersecurity best practices and potential threats. By prioritising cybersecurity, we ensure the confidentiality, integrity, and availability of our critical data and systems, staying ahead of emerging cyber threats.
What future IT trends do you foresee having the most significant impact on the cement industry, and how is your organisation preparing to embrace these trends?
Looking ahead, we foresee several IT trends that will significantly impact the cement industry. These include the further integration of AI and machine learning for advanced process optimisation, the adoption of blockchain technology for transparent and secure supply chain management, and the expansion of IoT applications for enhanced monitoring and control. Additionally, the use of drones for site inspections, computer vision for quality control, generative AI for innovative design solutions, and robotics and RPA for automating repetitive tasks will bring substantial benefits. At Wonder Cement, we are actively preparing to embrace these trends by investing in research and development, collaborating with technology partners, and continuously upgrading our IT infrastructure. Our proactive approach ensures that we remain at the forefront of technological advancements, driving innovation and maintaining our competitive edge.
– Kanika Mathur
At the World Cement Association’s annual conference the WCA Director, Emir Adiguzel addressed the global cement industry to outline the challenges and opportunities facing the global cement industry.
The conference held in Nanjing, had industry leaders, innovators and stakeholders in attendance to discuss the future of cement production and sustainability. The WCAA director emphasised on the cement industry’s stern commitment to sustainability; spoke about the global cement demand and market dynamics, projecting a period of stagnation from 2024-2030 with growth expected only in the Middle east, India and Africa; about the challenges and opportunities in carbon capture technology hat show promise but will need further development and substantial investment as well as about the strategic initiatives and collaboration within the industry in improving sustainability and operational performance.
Adiguzel concluded his address by highlighting the crucial point where the global cement industry stands by saying “Collaboration within the World Cement Association is essential for sharing knowledge and aligning on long-term objectives. Ensuring the industry’s resilience and adaptation to evolving market dynamics is crucial for the survival of independent cement producers”.
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