Heuristics-based approach for identifying critical N \#x2014; k contingencies in power systems
Title | Heuristics-based approach for identifying critical N \#x2014; k contingencies in power systems |
Publication Type | Conference Paper |
Year of Publication | 2017 |
Authors | Hasan, S., Ghafouri, A., Dubey, A., Karsai, G., Koutsoukos, X. |
Conference Name | 2017 Resilience Week (RWS) |
Date Published | sep |
Keywords | Algorithm design and analysis, Blackouts, Cascading Failures, critical contingencies, dangerous contingency, electrical power systems, Heuristic algorithms, IEEE-39 bus system, IEEE-57 bus system, mitigation strategies, multiple critical N-k contingencies, N—k contingency analysis, possible critical N - k contingencies, power system faults, power system identification, Power system protection, power system reliability, power system security, power system stability, power system transient stability, Prediction algorithms, pubcrawl, reliable operation, Resilience., Resiliency, Scalability, Security Heuristics, standard IEEE-14 bus system, Standards, system failure, system operators |
Abstract | Reliable operation of electrical power systems in the presence of multiple critical N - k contingencies is an important challenge for the system operators. Identifying all the possible N - k critical contingencies to design effective mitigation strategies is computationally infeasible due to the combinatorial explosion of the search space. This paper describes two heuristic algorithms based on the iterative pruning of the candidate contingency set to effectively and efficiently identify all the critical N - k contingencies resulting in system failure. These algorithms are applied to the standard IEEE-14 bus system, IEEE-39 bus system, and IEEE-57 bus system to identify multiple critical N - k contingencies. The algorithms are able to capture all the possible critical N - k contingencies (where 1 k 9) without missing any dangerous contingency. |
URL | https://ieeexplore.ieee.org/document/8088671 |
DOI | 10.1109/RWEEK.2017.8088671 |
Citation Key | hasan_heuristics-based_2017 |
- Power system protection
- system operators
- system failure
- standards
- standard IEEE-14 bus system
- Security Heuristics
- Scalability
- Resiliency
- Resilience.
- reliable operation
- pubcrawl
- Prediction algorithms
- power system transient stability
- power system stability
- power system security
- power system reliability
- Algorithm design and analysis
- power system identification
- power system faults
- possible critical N - k contingencies
- N—k contingency analysis
- multiple critical N-k contingencies
- mitigation strategies
- IEEE-57 bus system
- IEEE-39 bus system
- Heuristic algorithms
- electrical power systems
- dangerous contingency
- critical contingencies
- Cascading Failures
- blackouts