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About ARL Thesis
This thesis explores using commercial process simulators to generate process models suitable for an automated economic plantwide control procedure. The analyzed process is methanol production, which consists of a reactor, separator, and recycle stream with purge. Simulations were performed in UniSim R400 Design Suite. The optimization problem was defined with the objective of minimizing costs and constraints of meeting specifications. A gradient-free algorithm implemented in Python was used to perform over 1000 optimizations and 60,000 function evaluations to determine the optimal operating regions under different disturbances. A self-optimizing control structure was designed for one active constraint region found, with satisfying results of a consistently small loss.
Detailed Information
| Author: | ['Anonymous x6EALQbJ'] |
|---|---|
| Publication Year: | 2018 |
| Pages: | 128 |
| Language: | English |
| Format: | |
| Price: | FREE |
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