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39. Section 7 overview
Optimising for Larger Structures in Python
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Summary

In this section, we'll cover:

  • How to implement the previous direct stiffness method solution in Python
  • How to generalise the code so it can be reused for different structural problems
  • How to write a function that automatically assembles the primary stiffness matrix from individual element stiffness matrices
  • How to structure code in preparation for a fully generalised solution algorithm

In this lecture, we build on our previous implementation of the direct stiffness method and focus on making our Python code more general and reusable. Rather than manually assembling the primary stiffness matrix by concatenating individual element stiffness matrices, we develop a function that automatically inserts each elementโ€™s contribution into the correct position. This helps us move away from problem-specific scripts towards a more flexible and scalable solution approach.

We also use this as an opportunity to strengthen our understanding of how the direct stiffness method translates into code. By refining and evolving our earlier solution, we prepare the groundwork for a fully generalised algorithm that can accept input data and produce solutions automatically, without manual intervention.

Next up:

In the next lecture, we write a function to automatically assemble the primary stiffness matrix, removing the need for manual placement of element contributions.

Tags

stiffness matrix assemblyPython implementationJupyter Notebook

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The Direct Stiffness Method for Truss Analysis with Python

Build your own finite element truss analysis software using Python and tackle large scale structures.

After completing this course...

  • Youโ€™ll understand how to use the Direct Stiffness Method to build complete structural models that can be solved using Python.
  • Youโ€™ll have your own analysis programme to identify displacements, reactions and internal member forces for any truss.
  • Youโ€™ll understand how common models of elastic behaviour such as plane stress and plane strain apply to real-world structures.
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40. Building the primary stiffness matrix