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Resilience enhancement for urban distribution network via risk-based emergency response plan amendment for ice disasters
•A resilience enhancement framework with “second-order” impacts of ice disasters.•A component failure model based on micro-weather information.•Markov Decision Process based risk assessment and action amendment method.•Linearized formulation method to keep the computational burden tractable. High-im...
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Published in: | International journal of electrical power & energy systems 2022-10, Vol.141, p.108183, Article 108183 |
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Main Authors: | , , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
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Summary: | •A resilience enhancement framework with “second-order” impacts of ice disasters.•A component failure model based on micro-weather information.•Markov Decision Process based risk assessment and action amendment method.•Linearized formulation method to keep the computational burden tractable.
High-impact low-probability (HILP) events, such as ice disasters, result in large losses of critical loads (CLs) in the urban distribution network (UDN). Thus, emergency response plans are usually made against various HILP events to improve the UDN resilience. However, these emergency plans are usually made under incomplete and imperfect information; thus, the execution of these plans may not be effective and even risky under the real situation. Therefore, in this paper, a multi-stage UDN resilience enhancement framework is proposed for tackling this challenge. At the first stage, the distribution system operator (DSO) forms typical failure scenarios based on historical data of damage to electric components under ice disasters. Under each scenario, the DSO designs a response plan to minimize the CLs’ loss and associated costs. Thanks to the updated information on the ice disaster, at the second stage, DSO makes a risk assessment on the planned emergency response. If the risk is unacceptable for any period of the ice disaster, at the third stage, DSO amends the response plan to alleviate the “second-order” impacts on CLs, distribution lines, and distributed generations (DGs). Finally, simulations on the modified IEEE-69 system, including 10 CLs and some DGs, show that the proposed framework can effectively reduce second-order impacts due to both the ice disaster and its impact on the execution of originally planned emergency response. |
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ISSN: | 0142-0615 1879-3517 |
DOI: | 10.1016/j.ijepes.2022.108183 |