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CFD: A cross-sectoral tech for performance optimisation

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Computational fluid dynamics (CFD) is the science of predicting fluid flow, heat transfer, chemical reactions, and related phenomena by solving mathematical equations, which govern these processes using a numerical process. CFD is sometimes referred to as flow simulation, and is a computer simulation technique that permits the fluid flowing around, or through any product, reactions, processes to be analysed in great detail.

CFD technique can be applied across the sectors for performance optimisation in different kinds of equipment; general applications are found in the following industries: aerospace, power, cement, oil and gas, automotive, paper and pulp, steel, etc. Using this technique, designers can verify that their products will conform to a client’s needs early in the design cycle, accelerating the product development process. CFD can be used to calculate design mass flow rates, pressure drops, heat transfer rates, erosion rate, chemical reaction and fluid dynamic forces such as lift, drag and pitching moments. It creates virtual prototyping which is faster, and cost-effective.

Key features:
Good, detailed insight into systems for which prototype development or experimentation is difficult. The level of detail is practically unlimited
Ability to foresee design changes and optimise accordingly, reducing time and cost involved in evolving new designs
Ability to predict mass flow rates, pressure drops, mixing rates, heat transfer rates and fluid dynamic forces accurately. CFD techniques offer the capacity of studying system under conditions over its limits
Can be used for brown field and greenfield applications

Methodology:
Modeling:
Based on drawings and data provided a 3D model is developed on computers.
Pre-processing: A model is discretised into small elements known as mesh and boundary conditions (real time operating/design data) are applied to the model.
Simulation: Simulations are started and the equations are solved iteratively as steady-state or transient. Finally, post processors are used for analysis and visualisation.
Once problems are identified the model is modified and simulations help solve the problem.

Applications:
Aerodynamics
Industrial fluid dynamics
Fluid structure interaction
Heat transfer
Hydrodynamics
Multi-phase flows

Benefits of CFD:
Low cost:
Generating essential engineering data via physical experiments could be expensive.
CFD simulations are relatively cheap, and costs are likely to go down as computers become more powerful
Completely offline application

Speed:
CFD simulations are quick which could be executed in a short period of time
Quick turnaround means engineering data could be introduced early in the design process

Able to simulate real conditions:
This provides the ability to theoretically simulate most physical conditions (except hypersonic flows, for example)

Able to simulate ideal conditions:
CFD permits great control over the physical processes, and offers the ability to isolate specific phenomena for study e.g. heat transfer processes can be idealised with adiabatic, constant heat flux, or constant temperature boundaries
Experiments permit data to be extracted at a limited number of locations in the system
CFD permits the analyst to examine a large number of locations in the area of interest, and yields a comprehensive set of flow parameters for examination

Case studies in different industries Power plants
Boiler:
A problem with frequent boiler leaks was causing unplanned shutdowns, generation losses and necessitating replacement of boiler tubes. A physical identification of such failures would not have been possible, but CFD analysis showed how erosion would occur over time. Boiler tube failures were reduced to 1 per year from 5 to 7 per year. The total cost for CFD and modifications was Rs 1 crore and benefits were no generation loss, very less consumption of LDO as shutdowns are reduced.

Flue gas ducting: Areas often neglected by power plant manufacturers is flue gas ducting leading to generic problems such as high pressure drops, erosion of flue gas ducts, non-uniform flow in branching ducts, unequal mass flow distribution, turbulent flow, no/low ID fan margins. CFD applications in this area have proven very successful in several power plants. Simple modifications requiring short shutdown periods led to large benefits, especially reduction in specific power consumption under the PAT scheme, improving the power plant’s performance.

In power plants, CFD is used in the following areas: coal mill, boiler first pass, alternate fuel, air ducting, electrostatic precipitators (ESPs), feed water pumps, condensing water pumps, etc.

Cement plants
Pre heater system: CFD has been used in the cement industry to address problems in the pre-heater systems such as: high exit temperatures, high pressure drops, improper material distribution, material accumulation, low cyclone efficiency, high PH fan power consumption. With MWI’s expertise using CFD, cost-effective solutions were provided to cement plants with benefits in line with CFD results.

Raw mill system: Another major CFD application area in the cement industry is in the raw mill system. Major problems with material accumulation were solved at various plants.

Other areas where CFD can be used in cement plants are: cement mill, gas cooling tower, cyclones for improving collection efficiency, ESP flow as per ICAC norms, improving fan performance, improving blade profile of fans, improving combustion inside calciner, reducing castables erosion in kiln, prediction of flame propagation length in kiln, improving combustion. The CFD tool has been used in various industries with our expertise to solve problems.

A few other industrial applications of CFD-based technology are:

Oil and gas
CFD-based applications have been beneficial in design validation of burners, avoiding starvation of burners, uniform flow distribution throughout the combustion air ducts.

HVAC
To analyse flows through industrial sheds, to make work environment comfortable.
To maintain temperatures in operation theaters, to analyse smoke extraction through basement parking, etc.

Steel sector
In the cast house, stack house analysis, fume treatment plants. They use CFD analysis to carry out studies pertaining to:
Single phase flow/multiphase flow
Combustion
Heat transfer
FSI analysis

As part of the company’s FEA service, they carry out studies pertaining to:

Thermal studies
Vibration analysis
Stress analysis (static, dynamic, non-linear, impact)
Fatigue analysis

ABOUT THE AUTHORS:
Mehul Shah, General Manager – Marketing, and Akshay Shah, Sr Engineer- Marketing, Mechwell Industries. Mechwell is capable of providing CFD and FEA (finite element analysis) based analysis and solutions to optimise and enhance the design and manufacturing of existing or newly developed products and a leading supplier of flue gas desulphurisation dampers.

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ARAPL Reports 175% EBITDA Growth, Expands Global Robotics Footprint

Affordable Robotic & Automation posts strong Q2 and H1 FY26 results driven by innovation and overseas orders

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Affordable Robotic & Automation Limited (ARAPL), India’s first listed robotics firm and a pioneer in industrial automation and smart robotic solutions, has reported robust financial results for the second quarter and half year ended September 30, 2025.
The company achieved a 175 per cent year-on-year rise in standalone EBITDA and strong revenue growth across its automation and robotics segments. The Board of Directors approved the unaudited financial results on October 10, 2025.

Key Highlights – Q2 FY2026
• Strong momentum across core automation and robotics divisions
• Secured the first order for the Atlas AC2000, an autonomous truck loading and unloading forklift, from a leading US logistics player
• Rebranded its RaaS product line as Humro (Human + Robot), symbolising collaborative automation between people and machines
• Expanded its Humro range in global warehouse automation markets
• Continued investment in deep-tech innovations, including AI-based route optimisation, autonomy kits, vehicle controllers, and digital twins
Global Milestone: First Atlas AC2000 Order in the US

ARAPL’s US-based subsidiary, ARAPL RaaS (Humro), received its first order for the next-generation Atlas AC2000 autonomous forklift from a leading logistics company. Following successful prototype trials, the client placed an order for two robots valued at Rs 36 million under a three-year lease. The project opens opportunities for scaling up to 15–16 robots per site across 15 US warehouses within two years.
The product addresses an untapped market of 10 million loading docks across 21,000 warehouses in the US, positioning ARAPL for exponential growth.

Financial Performance – Q2 FY2026 (Standalone)
Net Revenue: Rs 25.7587 million, up 37 per cent quarter-on-quarter
EBITDA: Rs 5.9632 million, up 396 per cent QoQ
Profit Before Tax: Rs 4.3808 million, compared to a Rs 360.46 lakh loss in Q1
Profit After Tax: Rs 4.1854 lakh, representing 216 per cent QoQ growth
On a half-year basis, ARAPL reported a 175 per cent rise in EBITDA and returned to profitability with Rs 58.08 lakh PAT, highlighting strong operational efficiency and improved contribution from core businesses.
Consolidated Performance – Q2 FY2026
Net Revenue: Rs 29.566 million, up 57% QoQ
EBITDA: Rs 6.2608 million, up 418 per cent QoQ
Profit After Tax: Rs 4.5672 million, marking a 224 per cent QoQ improvement

Milind Padole, Managing Director, ARAPL said, “Our Q2 results reflect the success of our innovation-led growth strategy and the growing global confidence in ARAPL’s technology. The Atlas AC2000 order marks a defining milestone that validates our engineering strength and accelerates our global expansion. With a healthy order book and continued investment in AI and autonomous systems, ARAPL is positioned to lead the next phase of intelligent industrial transformation.”
Founded in 2005 and headquartered in Pune, Affordable Robotic & Automation Ltd (ARAPL) delivers turnkey robotic and automation solutions across automotive, general manufacturing, and government sectors. Its offerings include robotic welding, automated inspection, assembly automation, automated parking systems, and autonomous driverless forklifts.
ARAPL operates five advanced plants in Pune spanning 350,000 sq ft, supported by over 400 engineers in India and seven team members in the US. The company also maintains facilities in North Carolina and California, and service centres in Faridabad, Mumbai, and San Francisco.

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M.E. Energy Bags Rs 490 Mn Order for Waste Heat Recovery Project

Second major EPC contract from Ferro Alloys sector strengthens company’s growth

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M.E. Energy Pvt Ltd, a wholly owned subsidiary of Kilburn Engineering Ltd and a leading Indian engineering company specialising in energy recovery and cost reduction, has secured its second consecutive major order worth Rs 490 million in the Ferro Alloys sector. The order covers the Engineering, Procurement and Construction (EPC) of a 12 MW Waste Heat Recovery Based Power Plant (WHRPP).

This repeat order underscores the Ferro Alloys industry’s confidence in M.E. Energy’s expertise in delivering efficient and sustainable energy solutions for high-temperature process industries. The project aims to enhance energy efficiency and reduce carbon emissions by converting waste heat into clean power.

“Securing another project in the Ferro Alloys segment reinforces our strong technical credibility. It’s a proud moment as we continue helping our clients achieve sustainability and cost efficiency through innovative waste heat recovery systems,” said K. Vijaysanker Kartha, Managing Director, M.E. Energy Pvt Ltd.

“M.E. Energy’s expansion into sectors such as cement and ferro alloys is yielding solid results. We remain confident of sustained success as we deepen our presence in steel and carbon black industries. These achievements reaffirm our focus on innovation, technology, and energy efficiency,” added Amritanshu Khaitan, Director, Kilburn Engineering Ltd

With this latest order, M.E. Energy has already surpassed its total external order bookings from the previous financial year, recording Rs 138 crore so far in FY26. The company anticipates further growth in the second half, supported by a robust project pipeline and the rising adoption of waste heat recovery technologies across industries.

The development marks continued momentum towards FY27, strengthening M.E. Energy’s position as a leading player in industrial energy optimisation.

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NTPC Green Energy Partners with Japan’s ENEOS for Green Fuel Exports

NGEL signs MoU with ENEOS to supply green methanol and hydrogen derivatives

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NTPC Green Energy Limited (NGEL), a subsidiary of NTPC Limited, has signed a Memorandum of Understanding (MoU) with Japan’s ENEOS Corporation to explore a potential agreement for the supply of green methanol and hydrogen derivative products.

The MoU was exchanged on 10 October 2025 during the World Expo 2025 in Osaka, Japan. It marks a major step towards global collaboration in clean energy and decarbonisation.
The partnership centres on NGEL’s upcoming Green Hydrogen Hub at Pudimadaka in Andhra Pradesh. Spread across 1,200 acres, the integrated facility is being developed for large-scale green chemical production and exports.

By aligning ENEOS’s demand for hydrogen derivatives with NGEL’s renewable energy initiatives, the collaboration aims to accelerate low-carbon energy transitions. It also supports NGEL’s target of achieving a 60 GW renewable energy portfolio by 2032, reinforcing its commitment to India’s green energy ambitions and the global net-zero agenda.

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