期刊
RELIABILITY ENGINEERING & SYSTEM SAFETY
卷 213, 期 -, 页码 -出版社
ELSEVIER SCI LTD
DOI: 10.1016/j.ress.2021.107682
关键词
Distribution System Hardening; Energy Storage Units (ESUs); Power System Planning; Earthquakes; Resilience
资金
- DigSILENT, Germany
This paper proposes a proactive framework that integrates grid-side and demand-side solutions to enhance overall system resilience, including optimal hardening measures and optimized investments. By using Monte-Carlo models and clustering algorithms, vulnerable zones are identified for optimal placement of energy storage units and underground cables.
The electrical distribution grid is unremittingly vulnerable to natural disasters. Many researchers propose strategies mainly based on grid-side solutions to improve critical load's survivability during the targeted emergency period. However, the main agenda of resilience enhancement is to improve the overall system resilience. Therefore, this paper proposes a proactive framework that combines the grid-side and demand-side solutions to enhance the overall system resilience. Here, the grid-side approach presents optimal hardening of the distribution grid by using resilient energy storage units (ESUs), underground cables (UCs), and the demand-side by using home battery inverters (HBIs) & its communication infrastructure. For resilient hardening against earthquakes, it is essential to identify it's all possible occurrences. Therefore, a Monte-Carlo-based probabilistic earthquake hazard model is developed through which the vulnerability is characterized using the peak ground acceleration (PGA) model and fragility curves. For optimized hardening investments, the vulnerable zones of the system are identified via clustering algorithms. With the formulated mixed-integer nonlinear problem, the optimal ESUs and UCs are identified for each cluster. The proposed methodology is tested on a real-world 156bus distribution system of Dehradun district, India, under seismic zone IV.
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