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Novel Structure-Exploiting Techniques Based Delay-Dependent Stability Analysis of Multi-Area LFC With Improved Numerical Tractability
- Source :
- IEEE TRANSACTIONS ON POWER SYSTEMS
- Publication Year :
- 2021
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2021.
-
Abstract
- Time-domain indirect methods based on Lyapunov stability theory and linear matrix inequality techniques (LMIs) have been applied for delay-dependent stability analysis of large-scale load frequency control (LFC) schemes. This paper aims to enhance the numerical tractability of large-scale LMIs by exploiting the special characteristics of the LFC loops. First, in the typical LFC model, only a few delayed states that are directly influenced by transmission delays are distinguished from other normal system states. Hence, an improved reconstruction model is formed, based on which the delay-dependent stability condition is established with the decreased order of the LMIs and decision variables. Then, to further improve the numerical tractability of the developed stability criterion, all weighting matrices required in the augmented Lyapunov functional are enforced to have structural restrictions by proposing an extended symmetry-exploiting technique. Case studies show that the method proposed in this paper significantly improves the calculation efficiency of stability criterion established for multi-area power systems at the cost of only a minor reduction in computational accuracy.
- Subjects :
- Lyapunov stability
Computer science
Stability criterion
020209 energy
Minor (linear algebra)
Stability (learning theory)
Linear matrix inequality
Energy Engineering and Power Technology
02 engineering and technology
Weighting
Reduction (complexity)
Electric power system
Control theory
0202 electrical engineering, electronic engineering, information engineering
Electrical and Electronic Engineering
Subjects
Details
- ISSN :
- 15580679 and 08858950
- Volume :
- 36
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Power Systems
- Accession number :
- edsair.doi.dedup.....e3de0613aad7929c0c72d85d1ac2957c
- Full Text :
- https://doi.org/10.1109/tpwrs.2021.3056594