Lead Time Estimation of a Drilling Factory with Machine and Deep Learning Algorithms: A Case Study.
Alessandro RizzutoDavid GoviFederico SchipaniAlessandro LazzeriPublished in: IN4PL (2021)
Keyphrases
- lead time
- learning algorithm
- service level
- supply chain
- inventory systems
- deep architectures
- single item
- machine learning
- lot sizing
- inventory control
- stochastic lead times
- cost reduction
- setup cost
- infinite horizon
- poisson process
- planning horizon
- total cost
- holding cost
- production line
- customer demand
- assembly systems
- utility function
- stochastic demand
- single product
- random variables
- wafer fabrication