Challenges
- Reduce noise in the data
Solution
- Derived inventory policy at the network level from ROP and EOQ
- Identified 9 different models for distributions of demand volume
- Developed an ML decision tree for choosing appropriate model based on value & velocity
- Computed EOQ using selected model
