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AI × Factory × Simulation

Production engineer building next-generation factory simulation tools based on real manufacturing experience.


About Me

Mechanical engineering background.

Studied fluid simulation at Yokohama National University (Graduate School of Systems Integration Engineering, Master's degree).

During my research, I developed custom simulation codes for fluid analysis.

Fairing shape optimization result from graduate research

Graduate research: fairing shape optimization using fluid simulation and genetic algorithms.

After graduation, I joined an automotive manufacturer as a production engineer.

My work includes:

  • New vehicle production launch
  • Manufacturing system development
  • Production equipment engineering
  • Factory automation

Through real factory experience, I realized something important:

Through real factory experience, I realized that production engineers often need more practical and transparent simulation tools.

So I started building my own simulation system.


Main Project

FactSim

A practical factory simulation tool designed by a real production engineer.

🔗 https://github.com/suzuking001/fact_sim

Focus areas:

  • Throughput analysis
  • Bottleneck detection
  • Equipment sizing
  • Buffer capacity analysis
  • AGV fleet optimization
  • Discrete Event Simulation

FactSim is designed to answer real engineering questions such as:

  • Will the line meet takt time?
  • Where is the bottleneck?
  • How many machines are required?
  • How many AGVs are necessary?
  • How much buffer is needed?

Public Open Data Apps

I also build civic-tech web applications using local government open data.

Some of my web apps have been listed as public open data use cases by Japanese public organizations:

Related apps:


Philosophy

Manufacturing systems can be modeled as discrete event systems.

The purpose of simulation is not visualization.

The purpose is understanding.

A good simulation should clearly explain:

  • Why a line works
  • Why a line fails
  • Where the bottleneck is
  • What parameter should be changed

FactSim aims to provide a practical engineering simulator based on real production knowledge.


Current Focus

  • Factory Simulation
  • Discrete Event Modeling
  • Manufacturing Systems
  • Simulation × AI
  • Autonomous Optimization

Technologies

Simulation

  • Discrete Event Simulation
  • System Modeling

Programming

  • JavaScript
  • Python

Engineering

  • Manufacturing Engineering
  • Production Systems
  • Industrial Automation

Vision

Build the next generation of factory engineering tools.

Simulation should not be a complicated specialist tool.

It should be:

  • simple
  • transparent
  • explainable
  • useful for real engineers

FactSim is an attempt to move in that direction.


Links

FactSim
https://github.com/suzuking001/fact_sim

GitHub
https://github.com/suzuking001

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