Process Control
Genetic algorithm tuning improves artificial neural network models
The technique is illustrated by predicting hold-up of slurry flow in pipelines
HP Control: Align alkylation separation to economics
A recent HP editorial1 showed the effect of advanced process control (APC) with inferential models on alkylation isostripper iC4 lost to an nC4 side draw (Fig. 1). From trend data for the two periods ..
Align HPI operations to economics
Clifftent optimizes risky tradeoffs at limits
HP Reliability: To b(ias) or not to b(ias)? This is the question
How often would you bias an inferential model? Given the propensity of instruments to go off calibration, "never" is not a valid answer. "Every day upon receiving lab information" is an equally bad an..
HP Control: Where do you take those inferential models from?
Charts shown in my editorials, illustrating the performance of select first-principles models, have attracted much e-mail feedback. While mostly positive, some question why the editorials do not provi..
Predicting important parameters using artificial neural networks
Consider them for complex nonlinear processes
Redesign of a compressor antisurge control loop using dynamic simulation
The new design solved the two-phase flow problem
Process modeling and optimization strategies integrating neural networks and differential evolution
The technology was applied to an ethylene oxide reactor
Real-time performance measurement improves plant operations
The technology is saving Sasol more than $400,000 per year
Fault-tolerant control protects processes and products
The benefits include automatic recovery from faults, improved safety and prevention of severe product contamination
- Carbon capture tops agenda at GPAE Conference 2025 6/17
- INEOS to cease phenol production at German site, cites high European energy costs and CO2 tax policy 6/17
- Petrobras signs $892 MM in contracts to complete RNEST Train 2 refinery expansion 6/17
- China's May refinery throughput at 9-month low on plant overhauls (1) 6/17
- bp completes turnaround work at 250,000-bpd refinery in Washington (U.S.) 6/17
- Japan's Eneos restarts 77,000-bpd Kawasaki CDU after unplanned shutdown 6/17
