Power system loading margin enhancement based on a multi-objective TCSC placement to mitigate the risk of blackouts
In the evolving power systems, loading margin (LM) enhancement has a significant effect on the mitigation of the risk of cascading line outages and thereby the occurrence of large blackouts. On the other hand, flexible alternating current transmission system (FACTS) devices, especially thyristor-con...
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Veröffentlicht in: | Applied soft computing 2024-10, Vol.164, p.111953, Article 111953 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | In the evolving power systems, loading margin (LM) enhancement has a significant effect on the mitigation of the risk of cascading line outages and thereby the occurrence of large blackouts. On the other hand, flexible alternating current transmission system (FACTS) devices, especially thyristor-controlled series compensated (TCSC) devices, are more effective than other mitigation strategies such as constructing new lines because of environmental and economic reasons. In this paper, a multi-objective framework is presented to maximize the LM with a minimum installation cost of TCSCs. The optimization problem is solved by using the ɛ-constraint method. The benefit of each Pareto solution is calculated by the probabilistic risk assessment, and the most preferred one is selected by a benefit/cost analysis. The proposed method is developed based on a modified alternating current (AC) version of the ORNL–Pserc–Alaska (OPA) model inspired by the self-organized criticality (SOC) theory in complex power grids. Using the benefit/cost criterion, it is revealed that by the proposed approach, a larger value for the most preferred Pareto solution is obtained in comparison with the defined transmission expansion planning (TEP) scenarios. It confirms the suitability of the proposed method to suppress the cascading outages instead of expensive and time-consuming policies such as building new lines.
•A multi-objective optimal TCSC placement is proposed to mitigate the risk of cascading blackouts.•A modified AC version of OPA model based on self-organized criticality is employed to simulate the cascading line outages.•A benefit/cost analysis is performed along with the optimization procedure to pick out the best optimal solution.•The effectiveness of the proposed method is verified in several case studies based on a monetary criterion of blackout risk. |
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ISSN: | 1568-4946 |
DOI: | 10.1016/j.asoc.2024.111953 |