Optimizing Multi-Stage Hydraulic Fracturing Treatments for Economical Production in Permian Basin Using Machine Learning.
Yanfang WangJianhua ChenSeung KamAnqi BaoPublished in: ICMLA (2021)
Keyphrases
- multistage
- machine learning
- production system
- production line
- single stage
- machine learning methods
- stochastic optimization
- dynamic programming
- stochastic programming
- lot sizing
- decision trees
- lot size
- machine learning algorithms
- learning algorithm
- distribution network
- capacity expansion
- attack detection
- production scheduling
- steady state
- control system
- bullwhip effect
- lot streaming
- river basin
- setup cost
- production planning
- fault diagnosis
- objective function
- decision making