Repository logo

Infoscience

  • English
  • French
Log In
Logo EPFL, École polytechnique fédérale de Lausanne

Infoscience

  • English
  • French
Log In
  1. Home
  2. Academic and Research Output
  3. Journal articles
  4. Comparison of Six Implicit Real-Time Optimization Schemes
 
research article

Comparison of Six Implicit Real-Time Optimization Schemes

François, Grégory  
•
Srinivasan, Balasubrahmanya  
•
Bonvin, Dominique  
2012
Journal Européen des Systèmes Automatisés

Real-time optimization (RTO) is a class of methods that use measurements to reject the effect of uncertainty on optimal performance. This article compares six implicit RTO schemes, that is, schemes that implement optimality not through numerical optimization but rather via the control of appropriate variables. For unconstrained processes, the ideal controlled variable is the cost gradient. It is shown that, because of their structural differences, model-free and model-based techniques exhibit different features in terms of required excitation, convergence, scalability with the number of inputs and rejection of uncertainty. This comparison is illustrated through a simulated CSTR.

  • Files
  • Details
  • Metrics
Loading...
Thumbnail Image
Name

JESA_EPFL_final.pdf

Access type

openaccess

Size

322.48 KB

Format

Adobe PDF

Checksum (MD5)

559fdad428f6377a8603e32934141095

Logo EPFL, École polytechnique fédérale de Lausanne
  • Contact
  • infoscience@epfl.ch

  • Follow us on Facebook
  • Follow us on Instagram
  • Follow us on LinkedIn
  • Follow us on X
  • Follow us on Youtube
AccessibilityLegal noticePrivacy policyCookie settingsEnd User AgreementGet helpFeedback

Infoscience is a service managed and provided by the Library and IT Services of EPFL. © EPFL, tous droits réservés