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Online Optimization Control.pdf

1805.09877.pdf
Preview of Online Optimization Control
🔗 Source: arxiv.org
📊 Size: 420 KB
📄 Pages: 10 pages
⬇️ Downloads: 125

Summary

The proposed method leverages continuous-time primal-dual gradient methods and integral quadratic constraints to guarantee global exponential stability and bounded tracking error. The paper provides linear matrix inequality conditions for stability and tracking, and shows that these conditions can be satisfied under sufficient time-scale separation between the dynamical system and the algorithm. An approximate online optimization algorithm is also proposed, which converges to an approximate optimal trajectory under less restrictive assumptions. The methodology is applied to power transmission systems, allowing for cost- and constraint-aware system rebalancing without requiring knowledge of uncontrollable loads and uncertain renewable generation.

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Description

The proposed method leverages continuous-time primal-dual gradient methods and integral quadratic constraints to guarantee global exponential stability and...

Technical Information

  • File Format: PDF
  • File Size: 420 KB
  • Pages: 10
  • Language: EN
  • Total Downloads: 125
  • Last Updated: 2 weeks ago

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