Tushar Kulkarni, Head – Solutions, Innomotics India, writes about innovative AI-based digital solutions for the cement and mining industries, which are enhancing energy efficiency and productivity while combating greenhouse gases for a sustainable future.
Since 2019, we are continuously investing and collaborating with industry experts to develop innovative digital solutions specific for the cement and mining industry to fight greenhouse gases and contribute to climate protection.
Our digital solutions in these industries increase energy efficiency and productivity of our customers’ entire operations.
By the end of FY27, cement consumption in India is expected to reach 450.78 million tonnes, driven majorly by expanding demand from housing, commercial construction, national infrastructure projects and industrial construction*. To meet the growing demand, many cement companies are planning or already undertaking capacity expansions. Despite market growth, challenges such as fluctuating raw material prices, energy costs, transportation costs, skill shortages and regulatory complexities continue to persist for cement plants.
Cement plants constantly strive to improve productivity and cost efficiency through sustainable manufacturing and operations along with environmental emission norms and regulations.
Over the last two decades, different technologies for advanced process control (APC) have developed for the cement industry, such as fuzzy logic and expert systems. However, with the technology changes happening and the increasing use of alternative fuel residual (AFR) and alternative raw materials, the requirement of innovative technology is the need of the hour.
Adoption of artificial intelligence (AI) will significantly help cement plants in their efforts towards innovation, efficiency and sustainability
goals through improved process optimization 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.
Further, the solution is cyber secured as per our product safety and security (PSS) norms. Once deployed, it requires minimal support (patch update based on OS updates).
AI-based pyro solution
The solution assists operations by providing optimal set-point to enable efficient and stable operation, thereby enhancing productivity and energy optimisation.
It is a dedicated machine learning-based model that provides accurate insights into future pyroprocess trends.
By incorporating long-term data sets for AI training, the trained AI models can learn from the past and establish correlations between parameters and time and between actions and outcomes. This knowledge, accumulated in the models, forms the basis for better control performance.
AI pyro solution being implemented at one of the leading cement plants in Europe, it is observed that the solution is supporting customers in optimising fuel consumption between coal and AFR and maintaining stable operation continuously.
Stability: Ensuring all temperature and pressures are within operating range optimising ID fan speed and pressure after preheater. Coal reduction: Identifying optimum points where coal can be reduced. Fuel ratio stabilisation with coal vs AFR: Set point for step-by-step moderation of AFR/coal is carried out by AI, thereby maintaining the required heat at the calciner and kiln. Good quality and increased production: Any change in control parameter is carried out by ensuring the alite and free lime are within operating range. Potential to increase kiln feed, thereby increasing production. Energy saving: Optimising fans at cooler. AI can achieve energy savings. Preheater jamming reduction: AI observes SO2 and Chloride formation, material temperature and pressures changes AFR accordingly thereby, preheater jamming occurrence is reduced. Optimise workforce: Best expert available for 24 hours.
**With provision for input parameters like fly ash, LSF, calorific value of fuel and AFR to keep the alite and free lime in the operating range or best suitable range considering the plant condition.
AI-based mill solution
The solution assists operations by providing optimal set-point to enable efficient and stable operation, thereby enhancing productivity.
Mill operation requires quick response to multiple control parameters based on critical process indicators, which makes it very dynamic in nature. This allows the operator to balance operations between reduced capacity to avoid stoppages or multiple stoppages due to overshooting of critical parameters.
Key Features:
AI Mill solution being implemented at one of the leading cement plants in India, it was observed that the solution supported customers to improve throughput, reduce energy consumption while maintaining stable operations continuously.
About the author
Tushar Kulkarni, Head – Solutions, Innomotics India
Shree Cement expects to outpace the industry in the financial year 2026-27 as it pursues organic expansion and pricing discipline following a recent investor conference. The chairman said the company has completed a pricing realignment and recovered volumes lost during that exercise. Management signalled a clear preference for internal investments rather than acquisitions to support growth.
The company reported that capacity additions and demand growth across core markets are expected to underpin stronger volume performance, with a target of growing volumes at around 1.1 times the industry growth rate. Cash levels are likely to decline as capital expenditure progresses and shareholder distributions increase, the chairman indicated. The board has prioritised higher dividends over a buyback as a means of reducing excess cash.
Shree Cement described a market shift towards value and affordability rather than a race to the lowest price, which links demand expansion more closely with pricing. Historically, prices have risen at around three per cent annually over long periods, the company noted, and while prices may increase faster this year because of cost pressures from geopolitical tensions, a material improvement in industry profitability is not anticipated. In North India, the company expects additional capacity to be absorbed as demand grows, estimating a requirement of roughly 10 million (mn) tonne (t) of incremental demand annually.
The next phase of expansion will focus on the north, west, east and northeast regions, with existing projects and planned capacities viewed as sufficient to meet future demand without pursuing acquisitions. Management said it has already regained lost volumes while sustaining higher prices and will continue to monitor regional opportunities, including a possible investment in West Bengal pending clarity on industrial policy. The company, which has a current market capitalisation of Rs 852,948.9 mn, has seen its shares lose more than 20 per cent over the past year.
The Hard Worker campaign by The Ramco Cements has secured seven honours at the Good Ads Matter Awards 2026, adding to its growing list of accolades and reinforcing its standing among the year’s most recognised advertising campaigns.
The awards were presented during the Good Ads Matter Awards Night 2026 held at Mehboob Studios in Mumbai. The campaign received recognition across multiple categories, highlighting excellence in direction, editing, cinematography and storytelling.
Among the honours, the campaign won Silver in the Campaign of the Year – Direction category, while filmmaker Prakash Varma was named Director of the Year for the films Tortoise & Hare and Eco Plaster. Tortoise & Hare also received Silver awards for Best Editing and Best Colour Grading, along with a Bronze award for Best Cinematography. Eco Plaster earned Bronze awards in the Best Direction – Narrative and Best Direction – Humour categories.
Both films extended their award-winning run, with Eco Plaster being recognised for its narrative centred on water conservation through innovative construction solutions, while Tortoise & Hare was honoured for its storytelling and craft execution.
The Hard Worker campaign was built around the idea that hard work deserves recognition and respect. Through culturally rooted and emotionally engaging stories, the campaign has connected with consumers, engineers, masons and the wider construction community across the country.
Commenting on the achievement, A V Dharmakrishnan, CEO of The Ramco Cements Limited, said that the continued recognition across leading creative platforms reflects the company’s commitment to meaningful and authentic communication rooted in the values of the people it serves.
Balaji K Moorthy, Executive Director – Marketing, The Ramco Cements Limited, said the awards recognise the craftsmanship behind the storytelling, from direction and cinematography to editing and narrative execution.
Following recognition at both the Kyoorius Creative Awards and the Good Ads Matter Awards, the Hard Worker campaign continues to demonstrate the impact of purpose-driven storytelling combined with strong creative execution and consumer relevance.
World Environment Day spotlight on innovation and circularity
On World Environment Day, the Indian cement industry reiterated its commitment to supporting India’s climate ambitions through sustainable manufacturing, resource efficiency and the adoption of cleaner technologies.
The Cement Manufacturers’ Association (CMA) said the sector remains aligned with the Government of India’s Net Zero commitments and is accelerating efforts to reduce its environmental footprint while supporting the country’s infrastructure and development agenda.
Parth Jindal, President, CMA and Managing Director, JSW Cement, said the industry is increasingly adopting cleaner technologies, improving energy efficiency and expanding the use of alternative fuels and raw materials. He also highlighted the growing importance of circular economy practices, where industrial by-products and waste streams from one sector are utilised as resources in another.
“The Indian Cement Industry is aligned to the Government’s commitments on carbon mitigation and is accelerating the adoption of cleaner technologies, resource efficiency and circular economy practices while actively exploring the potential of Carbon Capture, Utilisation and Storage (CCUS) as a critical pathway for deep decarbonisation,” said Jindal.
He added that coprocessing industrial waste and by-products helps conserve natural resources, reduce disposal requirements and lower the environmental footprint across multiple sectors.
According to Jindal, sustainability is no longer limited to manufacturing processes but is increasingly influencing investment decisions, innovation strategies and long-term growth plans within the industry.
Echoing similar views, Dr Raghavpat Singhania, Vice President, CMA and Managing Director, JK Cement, said sustainable development extends beyond emissions reduction and must also focus on responsible resource utilisation and waste minimisation.
“Sustainability in the built environment cannot be measured by emissions alone. It is equally about how efficiently we use resources, how effectively we minimise waste and how responsibly we create the infrastructure that will serve future generations,” said Singhania.
He noted that the cement industry is advancing its sustainability agenda through greater resource efficiency, increased circularity, technological innovation and continuous improvements in manufacturing practices. As a key contributor to India’s infrastructure development, the sector has a critical role to play in balancing economic growth with environmental responsibility.
On the occasion of World Environment Day, industry leaders reaffirmed their commitment to supporting India’s climate goals while delivering the materials required for resilient, durable and sustainable infrastructure.