digital-twin-modeling
CommunityBuild and simulate supply chain digital twins.
Data & Analytics#simulation#iot#network analysis#supply chain#digital twin#agent-based modeling#discrete event simulation
Authorkishorkukreja
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps users create and simulate digital twins of supply chain operations, enabling them to test scenarios, optimize performance, and gain predictive insights without impacting real-world systems.
Core Features & Use Cases
- Digital Twin Frameworks: Understand maturity levels and architectural components.
- Simulation Modeling: Implement Discrete Event Simulation (DES) using SimPy for warehouse operations and perform scenario analysis.
- Advanced Modeling: Explore Agent-Based Modeling (ABM) with Mesa and create network digital twins using NetworkX.
- Real-Time Integration: Design for real-time data updates and IoT integration.
- Use Case: A logistics manager wants to test the impact of adding more pickers in their warehouse. They can use this Skill to simulate the current setup, then simulate the proposed change to compare cycle times and throughput.
Quick Start
Use the digital-twin-modeling skill to simulate warehouse operations for 8 hours with the provided configuration.
Dependency Matrix
Required Modules
simpymesanetworkxpandasnumpymatplotlibseaborn
Components
scriptsreferencesassets
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: digital-twin-modeling Download link: https://github.com/kishorkukreja/awesome-supply-chain/archive/main.zip#digital-twin-modeling Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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