Case Studies & Resources

CFD
CFD Analysis of Supply AC Duct
Blog Summary Computational fluid dynamics will be helpful in determining the velocity and pressure drops inside an AC duct. A supply duct inside a train coach ...

CFD
CFD Applications : Verification of Performance Curve of a Fan
Blog Summary Axial flow fan has wide range of application in industry. The main usage of the axial flow fan is to provide the forced ventilation. The performanc...

CFD, System Modeling
Surge Analysis in a Pipeline Network
Blog Summary To detect the peak pressure surge in a pipe system and for proper pipe sizing, a method of analyzing the pressure changes in a pipe system called s...

CFD
CFD Analysis of PhotoVoltaic (PV) Solar Power Plant
Blog Summary The high temperature of the solar panels can minimized by several ways and below are the most commonly used approaches, Natural heat loss from the ...

CFD
Determination of air distribution and estimating the quality of mixing in an Aeration Tank using CFD
Blog Summary Aeration tanks in wastewater treatment plant promote the biological degradation of sewage. Inside the tanks, air diffusers and blowers create an ox...

CFD, System Modeling
CFD Analysis of Clean Rooms for Contamination Tracking
Blog Summary Clean rooms or sterile facilities are maintained under a conditioned space.Clean rooms are spaces where the concentration of unwanted foreign parti...
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CFD
CFD Analysis in Waste Water Treatment Tanks
Blog Summary The water treatment systems require a stable flow and composition of solid particles to perform efficiently. CFD analysis helps in Estimation of th...

CFD
Fire and Smoke Simulation of a Warehouse
Blog Summary The problem of fire growth prediction has historically been very challenging for engineers and scientists pursuing research in the field of fire dy...

CFD
CFD Analysis of Duct Flows and Mitigation of Flow Induced Vibration
Blog Summary Flow frequencies in a duct flow if in-phase with structural eigen frequencies, can cause severe vibrations. Reduction or complete elimination of su...

CFD
CFD in Air Cooled Condensers
Blog Summary This case-study discusses benefits of CFD will be discussed while describing key parameters affecting performance of air-cooled condensers of split...

CFD
CFD Analysis of Proton-Exchange Membrane Fuel Cell (PEMFC)
Blog Summary The efficiency of PEMFC depends on, Water management Temperature management (could cause destruction if thermal loading is high) Hydrogen consumpt...

System Modeling
Energy Efficient Building Design : Energy Modeling & Analysis
Blog Summary Energy cost is a major contributor to the operational expenditure of a building. Hence, any step to improve the energy efficiency, pays back as hug...

CFD
CFD Analysis for a Transformer Room
Blog Summary The case study based on CFD analysis of transformer in an electrical substation in Dubai, UAE. In Gulf countries like Saudi Arabia, where dust stor...

CFD, System Modeling
Green Approach of Building Design: Natural Ventilation
Blog Summary Designing a proper ventilation system is integral to building & facility planning, because it is has direct impact on safety and health of the occu...

CFD
CFD Applications : MRF Approach for Turbo Machinery Simulation
Blog Summary Multiple reference frame (MRF) is used in CFD simulations, where separate static and rotating zones are present. For example, in a centrifugal pump...

CFD
CFD Analysis of Engine Diesel Generators
Blog Summary Diesel engines dissipate heat during electric energy generation and a sufficiently ventilated space is required to keep the temperature within thre...

CFD
CFD Analysis of Dipping and Drain-out during E-Coating
Blog Summary The difficulties faced in electro coating process are generally Edge Coverage (The edges are not uniformly covered with paints) , Rust and corrosio...

CFD
CFD Analysis of Thermal Energy Storage (TES) Tank
Blog Summary Thermal Energy Storage (TES) System is a widely proven technology for storing excessive thermal energy (hot/cold) during off-peak hours through coo...

CFD
CFD Analysis of Stacked Condensers
Blog Summary If the ODU’s are placed one above other, due to natural convection, temperature near the top-most ODU will be a lot higher. So the refrigerant in O...

System Modeling
Dynamic Thermal Modeling of Warehouse
Blog Summary Warehouses spread over a large area have higher energy consumption. The biggest portion of the energy consumption is due to the HVAC systems. ASHRA...

CFD
Application of CFD In Data Center
Blog Summary A data hall is a specialized area within a data center that accommodates Information Technology Equipment (ITE), including servers, data storage, a...

CFD
CFD Analysis of Mixing Phenomenon in Flash Mixer, Coagulation and Flocculation Chambers
Summary: In water treatment plants finer particles are removed by a series of processes called flash or rapid mixing, Coagulation, and Flocculation. Computation...

CFD
Enhancing Cold Storage Design with Computational Fluid Dynamics
Blog Summary Some of the challenges in design of a cold storage warehouse are: Uneven airflow distribution Undesirable temperature increase/variation Condensati...

CFD
CFD Analysis for Process Industry : Basket Strainer
Blog Summary Strainers are used in processing plants and chemical industry as a filtering device. The filtration process involves flow through narrow passages, ...

CFD
CFD Analysis of Warehouse
Blog Summary In a well-designed warehouse, achieving optimal airflow and thermal conditions is crucial for ensuring a comfortable and safe environment and prese...

CFD
Estimation of Overall Separation Efficiency, Grade Efficiency and Cut-off size for a Cyclone Separator
Blog Summary Cyclone separators are used for the purpose of separating dust particles from gas streams. It works on the principle of centrifugal force generated...

CFD, System Modeling
HVAC System Design : Stack Effect in High Rise Buildings
Blog Summary The stack effect is a major challenge for skyscrapers, but it can also be a factor for two-story family homes. Stack effect occurs when the outside...

CFD
Under floor vortex formations and Temperature Distributions in a Data Center Server Hall
Blog Summary In case of improper cooling, hot-spots might appear near the ITEs. To address these challenges, Computational Fluid Dynamics (CFD) emerges as a val...

CFD
Estimation of Pollutant Dispersion From a Stack By CFD Analysis
Blog Summary A CFD study where flue gases emanating from three stacks of a captive power plant is described Dispersion of pollutants are best described as two-p...

AI/ML
AI/ML for Process Monitoring
Blog Summary All the variables are not equally responsible for system's behavior, so it can be really helpful if the total number of variables to be monitored t...

AI/ML
Supervised vs Unsupervised Learning
Blog Summary In AI/ML domain, model development approaches can be segregated as "supervised" or "unsupervised". Regression & Classification models are generally...

AI/ML
What is an AI powered Soft-Sensor?
Blog Summary In process and manufacturing industries it is not always feasible to measure every variables of interest. In process industries soft sensors can be...

AI/ML, System Modeling
White-box/Grey-box/Black-box models for Digital Twins
There are techniques in AI/ML to solve all of the above challenges. For example Recurrent Neural Network (RNN) can be used to process the time evolution data to...

AI/ML
Fault Detection & Classification using Machine Learning
In process & manufacturing applications identifying the onset of system abnormality / failure at the earliest is very crucial. Models which help in determining ...
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AI/ML
Machine Learning (ML) making Predictive Maintenance actually "predictive"
Unplanned down times and shut-downs, one of the major challenges industries face when disruptions happen due to an unanticipated break-down event. So plants alw...

CFD
Velocity non-uniformity issue inside Electro-static precipitators (ESP)
Blog Summary Electro-Static Precipitators (ESPs) remove particulate matter from a gas stream by a series of corona generating electrodes and collector plates. C...

CFD
CFD Analysis of Cyclone Separators
Blog Summary Cyclone separators are prevalent in process industries separation process. Pressure looses due to flow path can also be estimated from CFD studies....
