Dissertation
MAKING ON-LINE TRANSIENT STABILITY DECISIONS WITH MULTI-LEVEL DECISION TREES
Doctor of Philosophy (PhD), Washington State University
01/2014
Handle:
https://hdl.handle.net/2376/5125
Abstract
During recent years, power systems are becoming more and more stressed, and thus more vulnerable to various contingencies. For specific instability cases, engineers can conduct off-line studies to devise preventive and remedial actions. This paper however, proposes a multi-level decision tree scheme, which not only evaluates the dynamic security of power systems as what other companion papers have done using decision trees, but also suggests ways of making real-time remedial control actions based on the proposed scheme. To achieve these goals, we collect pre-fault and post-fault data with the help of PMU and build the multi-level decision trees to make on-line decisions.
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Details
- Title
- MAKING ON-LINE TRANSIENT STABILITY DECISIONS WITH MULTI-LEVEL DECISION TREES
- Creators
- Tuo Ji
- Contributors
- Anjan Bose (Advisor)Mani Venkatasubramanian (Committee Member)Anurag Srivastava (Committee Member)
- Awarding Institution
- Washington State University
- Academic Unit
- Electrical Engineering and Computer Science, School of
- Theses and Dissertations
- Doctor of Philosophy (PhD), Washington State University
- Number of pages
- 80
- Identifiers
- 99900581644901842
- Language
- English
- Resource Type
- Dissertation