Fluid Dynamics Analysis Made Simple
Transform complex fluid flow calculations into clear insights with AI-powered analysis tools designed for engineers
Fluid dynamics analysis doesn't have to feel like wrestling with turbulent equations. Whether you're analyzing pipe flow systems, optimizing heat exchangers, or modeling aerodynamic performance, the right tools can transform hours of manual calculations into minutes of insightful analysis.
With Sourcetable's AI-powered spreadsheet platform, engineers can tackle complex fluid dynamics problems using familiar spreadsheet interfaces enhanced with intelligent automation. From pressure drop calculations to comprehensive system modeling, you get the power of specialized engineering software with the accessibility of Excel.
Why Engineers Choose Sourcetable for Fluid Dynamics
Automated Calculations
Let AI handle complex Reynolds numbers, friction factors, and pressure drop calculations while you focus on design optimization
Visual Flow Analysis
Generate dynamic charts and visualizations that make flow patterns, velocity profiles, and system performance immediately clear
Real-time Validation
Catch calculation errors instantly with AI-powered validation that understands fluid mechanics principles and engineering constraints
Seamless Integration
Import data from CFD software, sensors, or existing spreadsheets without losing formatting or formulas
Parametric Studies
Quickly explore design variations by changing pipe diameters, flow rates, or fluid properties and seeing instant results
Professional Reports
Generate polished engineering reports with calculations, charts, and documentation that meet industry standards
Real-World Fluid Dynamics Applications
Pipeline System Sizing
A major petrochemical facility needed to optimize their cooling water distribution system. Using Sourcetable, their engineering team created a comprehensive model that automatically calculated pressure drops across 15 different pipe segments, accounting for fittings, elevation changes, and varying flow rates.
The AI assistant helped them implement the Darcy-Weisbach equation with automatic friction factor calculations based on pipe roughness and Reynolds numbers. What used to take days of manual calculations now updates instantly when they modify pipe sizes or flow requirements.
Heat Exchanger Performance Analysis
An HVAC engineering firm streamlined their heat exchanger selection process by building intelligent comparison tables. The spreadsheet automatically calculates heat transfer coefficients, pressure drops, and effectiveness ratings for different exchanger configurations.
Their engineers simply input the required heat duty and fluid properties, and the system recommends optimal exchanger types while generating detailed performance curves and cost analyses.
Pump System Optimization
A water treatment plant engineer used Sourcetable to create a dynamic pump selection tool that matches system curves with pump performance characteristics. The analysis includes energy efficiency calculations and operating cost projections.
By modeling different pump configurations and speed variations, they identified potential energy savings of 25% while maintaining required flow rates and pressures throughout their distribution network.
Your Fluid Dynamics Analysis Workflow
Set Up Your System
Define your fluid properties, pipe specifications, and boundary conditions using intuitive input forms that guide you through each parameter
Let AI Handle the Math
Watch as complex calculations for friction factors, Reynolds numbers, and pressure losses happen automatically with full transparency
Visualize Your Results
Generate professional charts showing pressure profiles, velocity distributions, and system performance characteristics
Optimize and Iterate
Quickly test design alternatives and see how changes affect overall system performance in real-time
Ready to streamline your fluid dynamics analysis?
Engineering Applications
HVAC System Design
Size ductwork, calculate fan requirements, and optimize air distribution systems with automated psychometric calculations and pressure loss analysis
Process Plant Piping
Design complex piping networks for chemical plants, refineries, and manufacturing facilities with comprehensive hydraulic analysis
Water Distribution Systems
Model municipal water networks, irrigation systems, and industrial cooling circuits with pump curve matching and energy optimization
Hydraulic Component Selection
Choose optimal valves, fittings, and flow control devices based on pressure drop, cavitation, and flow characteristics
System Troubleshooting
Diagnose flow problems, pressure issues, and performance degradation using systematic analysis of operating data
Energy Efficiency Studies
Identify opportunities for pump optimization, pipe sizing improvements, and system configuration changes to reduce operating costs
Advanced Fluid Dynamics Capabilities
Intelligent Formula Recognition
Sourcetable's AI understands fluid mechanics terminology and can automatically suggest relevant equations. Type 'pressure drop in pipe' and get instant access to Darcy-Weisbach, Hazen-Williams, or Manning equations with proper unit conversions.
Multi-Phase Flow Analysis
Handle complex scenarios involving gas-liquid mixtures, steam systems, and condensate return lines with specialized correlations for two-phase pressure drop and void fraction calculations.
Dynamic System Modeling
Create interconnected models where changing one parameter automatically updates dependent calculations throughout your entire system. Perfect for what-if scenarios and sensitivity studies.
Code Compliance Checking
Built-in validation against ASME, API, and other industry standards ensures your calculations meet regulatory requirements while flagging potential design issues.
Frequently Asked Questions
Can Sourcetable handle non-Newtonian fluids and complex rheology?
Yes, Sourcetable includes models for non-Newtonian fluids including power-law, Bingham plastic, and Herschel-Bulkley models. The AI can help you select appropriate viscosity correlations and calculate pressure drops for complex rheological behavior.
How does the software validate fluid property data?
Sourcetable cross-references fluid properties against established databases and flags inconsistent values. The AI assistant can suggest corrections and provide property correlations for temperature and pressure dependencies.
Can I import data from CFD software like ANSYS or OpenFOAM?
Absolutely. Sourcetable can import results from major CFD packages, allowing you to perform post-processing analysis, generate reports, and compare simulation results with analytical calculations.
Does it support compressible flow calculations?
Yes, the platform includes compressible flow models for gas pipelines, nozzles, and high-velocity applications. It automatically handles critical flow conditions and choked flow scenarios.
How accurate are the automated calculations compared to specialized software?
Sourcetable uses the same fundamental equations and correlations found in specialized fluid dynamics software. The accuracy depends on the appropriateness of the selected model for your specific application, which the AI helps you determine.
Can multiple engineers collaborate on the same fluid dynamics model?
Yes, Sourcetable supports real-time collaboration with version control. Multiple team members can work simultaneously on different sections of a model while maintaining calculation integrity and audit trails.
Transform Your Fluid Dynamics Workflow
The future of engineering analysis isn't about replacing your expertise—it's about amplifying it. Sourcetable gives you the computational power of specialized software with the flexibility and familiarity of spreadsheets, enhanced by AI that understands fluid mechanics.
Whether you're sizing a single pipe or modeling an entire processing facility, you'll find that complex calculations become intuitive, error-prone manual work becomes automated, and your engineering insights become the star of the show.
Ready to experience fluid dynamics analysis that actually flows smoothly? Your next breakthrough in system optimization is just a few clicks away.
Sourcetable Frequently Asked Questions
How do I analyze data?
To analyze spreadsheet data, just upload a file and start asking questions. Sourcetable's AI can answer questions and do work for you. You can also take manual control, leveraging all the formulas and features you expect from Excel, Google Sheets or Python.
What data sources are supported?
We currently support a variety of data file formats including spreadsheets (.xls, .xlsx, .csv), tabular data (.tsv), JSON, and database data (MySQL, PostgreSQL, MongoDB). We also support application data, and most plain text data.
What data science tools are available?
Sourcetable's AI analyzes and cleans data without you having to write code. Use Python, SQL, NumPy, Pandas, SciPy, Scikit-learn, StatsModels, Matplotlib, Plotly, and Seaborn.
Can I analyze spreadsheets with multiple tabs?
Yes! Sourcetable's AI makes intelligent decisions on what spreadsheet data is being referred to in the chat. This is helpful for tasks like cross-tab VLOOKUPs. If you prefer more control, you can also refer to specific tabs by name.
Can I generate data visualizations?
Yes! It's very easy to generate clean-looking data visualizations using Sourcetable. Simply prompt the AI to create a chart or graph. All visualizations are downloadable and can be exported as interactive embeds.
What is the maximum file size?
Sourcetable supports files up to 10GB in size. Larger file limits are available upon request. For best AI performance on large datasets, make use of pivots and summaries.
Is this free?
Yes! Sourcetable's spreadsheet is free to use, just like Google Sheets. AI features have a daily usage limit. Users can upgrade to the pro plan for more credits.
Is there a discount for students, professors, or teachers?
Currently, Sourcetable is free for students and faculty, courtesy of free credits from OpenAI and Anthropic. Once those are exhausted, we will skip to a 50% discount plan.
Is Sourcetable programmable?
Yes. Regular spreadsheet users have full A1 formula-style referencing at their disposal. Advanced users can make use of Sourcetable's SQL editor and GUI, or ask our AI to write code for you.
Ready to revolutionize your fluid dynamics analysis?
Join engineering teams who've transformed complex calculations into clear insights with AI-powered analysis tools