Thermo Package
Calculate thermodynamic properties and mixture behavior for pump applications
Numpy Numerics
Numerical array operations for velocity fields, pump curves, and matrix calculations
Fluids Package
Pipe flow, pump sizing, friction factor, and compressible flow calculations
Pump Selection Helper
Decision tree for selecting pump type based on flow, head, and fluid properties
Pump System Integration
Design complete pump systems including piping, controls, and parallel/series configurations
Comsol Multiphysics
Set up coupled fluid-structure interaction for pump vibration analysis
Nist Refprop
Query high-accuracy thermodynamic properties from NIST REFPROP database (commercial)
Turbulence Models Db
Select and configure turbulence models (k-epsilon, k-omega SST, LES) for CFD
Ansys Simulation
Automate ANSYS Fluent CFD simulations via Python scripting and journal files
Material Properties Db
Query fluid viscosities, densities, and material properties vs temperature
Pint Units
Handle engineering units with automatic conversion and dimensional analysis
Hydraulic Components Db
Query loss coefficients for pipes, valves, fittings in pump systems
Pump Performance Curves
Generate and interpret H-Q curves, apply affinity laws, and predict off-design performance
Centrifugal Pump Design
Design centrifugal pumps using Euler equations, velocity triangles, and specific speed
Networkx Flow Networks
Model hydraulic networks and multi-pump systems using graph theory
Cavitation Analysis
Calculate NPSH and assess cavitation risk in centrifugal pumps
Thermodynamics Workflow
Analyze thermodynamic cycles and heat transfer in pump systems
Engineering Context Init
Initialize engineering session with standard constants, units, and imports
Get Available Resources
Enumerate installed packages, databases, and tools for engineering workflows
Sympy Symbolic
Derive and solve fluid dynamics and pump equations symbolically
Fluid Property Calculator
Quick fluid property calculations using empirical formulas without database queries
Error Handler Fluids
Handle common numerical errors in fluid calculations with validation checks
Pump Performance Db
Access manufacturer pump curves and specifications from Grundfos, KSB, and other databases
Pump Efficiency Optimization
Maximize pump efficiency through design optimization and operational strategies
Fluid Dynamics Workflow
Systematic workflow for fluid dynamics analysis from problem setup to validation
Nasa Earthdata
Access atmospheric properties and aerospace fluid data from NASA Earthdata
Positive Displacement Pumps
Design and analyze gear, piston, and screw pumps with volumetric efficiency
Unit Converter
Convert flow rates, pressures, viscosities, and other engineering units
Structural Analysis Workflow
FEA workflow for pump casings and impellers under fluid loads
Scipy Optimization
Optimize pump designs and system parameters using scipy.optimize
Solidworks Cad
Automate parametric pump impeller design in SolidWorks via API
Coolprop Db
Query thermodynamic properties for 100+ fluids from CoolProp database
Matplotlib Visualization
Create pump performance curves, velocity contours, and engineering plots
Cavitation Risk Db
Query vapor pressures and NPSH requirements for cavitation assessment
Openfoam Cfd
Set up turbulent flow simulations in OpenFOAM with automated case generation
Pyvista Visualization
Create 3D visualizations of velocity fields and pump CFD results