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Gantt PdM Scheduling

Created on February 26|Last edited on February 28

Last week meeting

  • ✓ Masking actions
    • ✓Remove the negative reward of invalid actions
    • ✓Improve the training
  • ~Time steps to days
    • ~Technicians with capacity of hours per day
  • ~1 week scheduling
  • ✓CEBI maintenance data

In addition

  • ✓Literature Review ~ 172 Articles / 1-2 Articles per day
  • ✓Gantt Chart - Simulation
  • ->Production Signal -> Opportunistic Maintenance

5 Machines


Run: PPO_26022022000000_1je0kgcu
1


8 Machines

  • Single agent - Limited number of Machines
    • Machines Agents Technician Agents
    • Multi-Agent approach

Run set
1


CEBI data

Horizon = 2307 hours ~ 3 Month

Run set
1