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A Python package for fracture growth modeling.

Project description

fracmechpy: Fracture Mechanics

Overview

fracmechpy is a Python package that calculates the fatigue crack growth rate (da/dN) and the stress intensity factor range (ΔK) for Compact Tension (CT) specimens with the Secant method based on ASTM E647.

Features

  • Computes fatigue crack growth rate (da/dN)
  • Computes stress intensity factor range (ΔK) )
  • Implements ASTM E647 standard
  • Includes error handling for ASTM E647 validity limits

Installation

Installing from PyPI (Future Deployment)

If FracGrowM is available on PyPI, you can install it using:

pip install fracmechpy

Installing from Source

To install the package manually:

  1. Clone the repository:
    git clone https://github.com/dhaselib/fracmechpy.git
    
  2. Navigate to the directory:
    cd FracGrowM
    
  3. Install using pip:
    pip install .
    

Ensure you have NumPy installed using:

pip install numpy

Function

Secant(N, af, ab, W, p_max, p_min, B)

This function calculates the fatigue crack growth rate (da/dN) and the stress intensity factor range (ΔK) for a CT specimen.

Parameters:

  • N (numpy array): Number of cycles
  • af (numpy array): Crack length at the front face of the specimen
  • ab (numpy array): Crack length at the back face of the specimen
  • W (float): Width of the specimen
  • p_max (float): Maximum applied load
  • p_min (float): Minimum applied load
  • B (float): Thickness of the specimen

Returns:

  • dadN (numpy array): Fatigue crack growth rate (da/dN)
  • dK (numpy array): Stress intensity factor range (ΔK)

Example Usage

# Sample input data
import numpy as np
from fracmechpy import Secant

# Sample input data
N = np.array([560000, 570000, 580000, 590000])
af = np.array([4.68, 5.04, 5.46, 5.86])
ab = np.array([4.52, 5.02, 5.35, 5.21])
W = 50  # Width in (mm)
p_max = 4000  # Maximum load in (N)
p_min = 400  # Minimum load in (N)
B = 5  # Thickness in (mm)

# Compute crack growth rate and stress intensity factor range
dadN, dK = Secant(N, af, ab, W, p_max, p_min, B)
print("da/dN:", dadN)
print("dK:", dK)

Error Handling

The function enforces ASTM E647 validity limits for crack growth increments (da). If the increment exceeds the standard-defined limits based on α = aᵥₑ/W , the function prints an error message and returns None.

License

This package is distributed under the MIT License.

Contact

For questions or contributions, please reach out to the author dhaselib@gmail.com.

"# fracmechpy"

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