Network Theory Based Power Grid Criticality Assessment
Title | Network Theory Based Power Grid Criticality Assessment |
Publication Type | Conference Paper |
Year of Publication | 2018 |
Authors | Nasiruzzaman, A. B. M., Akter, M. N., Mahmud, M. A., Pota, H. R. |
Conference Name | 2018 IEEE International Conference on Power Electronics, Drives and Energy Systems (PEDES) |
ISBN Number | 978-1-5386-9316-2 |
Keywords | Australia, blackout, composability, critical transmission lines identification, energy management system, energy management systems, flow network, Generators, Linear programming, linear programming duality, linear programming problem, maximum flow problem, Metrics, network flow, network flow problem, network theory, network theory (graphs), power grid connectivity monitoring, power grid control center, power grid criticality assessment, power grid vulnerability, power grid vulnerability analysis, power grids, power transmission lines, pubcrawl, resilience, Resiliency, standard IEEE test cases, Transmission line measurements, vulnerability assessment |
Abstract | A process of critical transmission lines identification in presented here. The criticality is based on network flow, which is essential for power grid connectivity monitoring as well as vulnerability assessment. The proposed method can be utilized as a supplement of traditional situational awareness tool in the energy management system of the power grid control center. At first, a flow network is obtained from topological as well as functional features of the power grid. Then from the duality property of a linear programming problem, the maximum flow problem is converted to a minimum cut problem. Critical transmission lines are identified as a solution of the dual problem. An overall set of transmission lines are identified from the solution of the network flow problem. Simulation of standard IEEE test cases validates the application of the method in finding critical transmission lines of the power grid. |
URL | https://ieeexplore.ieee.org/document/8707572 |
DOI | 10.1109/PEDES.2018.8707572 |
Citation Key | nasiruzzaman_network_2018 |
- network theory
- vulnerability assessment
- Transmission line measurements
- standard IEEE test cases
- Resiliency
- resilience
- pubcrawl
- power transmission lines
- power grids
- power grid vulnerability analysis
- power grid vulnerability
- power grid criticality assessment
- power grid control center
- power grid connectivity monitoring
- network theory (graphs)
- Australia
- network flow problem
- network flow
- Metrics
- maximum flow problem
- linear programming problem
- linear programming duality
- Linear programming
- Generators
- flow network
- energy management systems
- Energy Management System
- critical transmission lines identification
- composability
- blackout