Python [EN] Archives

Job shop simulation with salabim in Python

Following my recent article on job shop simulation in Python with SimPy I was asked to also publish an example covering salabim in Python. SimPy and salabim have similar syntax, with some differences. Both are used for discrete-event simulation (DES) […]

Visualizing SimPy job shop simulation

I am following up on my recent simplified job shop simulation example in SimPy. Today I want to show you how you can collect simulation data in a SimPy simulation model. I will use the data for data visualization. As […]

Job shop simulation in SimPy

Today another technical post with a quick introduction to job shop simulation in SimPy – another discrete-event simulation model development option in Python. This package is among my favorite simulation tools. You can see some examples that I built with […]

Retail supply chain ABM in Python

In this article I post a simple distribution supply chain agent-based model in Python. Agent-based modelling (abbreviated to ABM) was already introduced by me in various other blog posts. Here are some introductionary references that will get you started. I […]

Drawing a factory AutoCAD layout in Python

I have established an extensive VBA and Python documentation covering AutoCAD automatization. In this article I demonstrate some of this in Python, using pyautocad and win32com. I do so by creating a factory layout drawing in AutoCAD. It is a […]

Python for AutoCAD engineers

Python is a popular high-level programming language that is widely used by engineers for automating repetitive tasks. Python for AutoCAD can achieve this too, besides e.g. VBA for AutoCAD. The Python concepts introduced by me in this article will be […]

10 exemplary AutoCAD commands in Python

I frequently expand on our the existing AutoCAD automation documentation in Python and VBA. In this article I show 10 exemplary AutoCAD commands in Python. For this I first setup a reference to AutoCAD in Python using pyautocad. Add line […]

End-to-end poultry supply chain simulation

It has been more than five years now that I graduated from university and entered the corporate world. Since then, I have dedicated most of my time to production and supply chain planning. Besides ERP-based model implementations, such as e.g. […]

Numba speeds up monte-carlo simulation

In today’s post I will provide another example that shows how numba can speed up a numerical simulation. I apply the module to a monte-carlo simulation of stock price random walks. This is a popular monte-carlo simulation example and I […]

Faster Python simulations with Numba

An essential part of simulation modeling is simulation runtime. Large discrete-event simulation models and even medium-sized agent-based simulation models consume computational ressources and can have a very long runtime. This is especially true if the source code is fully written […]

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