Using Autonomous systems for automation using bonzai

How to optimize your automation using bonzai machine teaching platform

Architecture

• Bonsai platform allows us to automate control system operations
• By designing the control system using engineering tool to simulate the control system.
• Based on the simulation bonzai training platform allows us to learn and build a model
• Details available — https://docs.microsoft.com/en-us/learn/autonomous-systems/intro-to-project-bonsai/1-introduction
• i believe this is the next generation of automation taken to a next level
• Any large scale production can take advantage of this system

• Systems helps you optimize
• Process variables
• Improved production efficiency
• Reduce downtime
• System has 3 components
• Integrate
• Training
• Export

Accelerators

• link to accelerators
• https://github.com/microsoft/bonsai-solution-accelerators
• https://docs.microsoft.com/en-us/autonomous-systems/bonsai-accelerators/overview/model/abca-model-overview#simulation-process-flow
• Factory Logistics
• https://docs.microsoft.com/en-us/autonomous-systems/bonsai-accelerators/overview/model/abca-model-overview
• Building Energy management
• https://docs.microsoft.com/en-us/autonomous-systems/bonsai-accelerators/overview/accelerator/building-energy-management
• Chemical Processing
• https://docs.microsoft.com/en-us/autonomous-systems/bonsai-accelerators/what-are-bonsai-accelerators?tabs=chemical-processing

Sample

• I created a sample in bonsai platform
• Using the existing MOAB simulator
• Wanted to train a RL model
• Here is the model

• Save and Run Train

• Finally Export the model

Original article — Samples2021/AutomationOpt.md at main · balakreshnan/Samples2021 (github.com)