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A novel N-1 contingency screening approach for distribution system

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CSA-DistSyst

A novel N-1 contingency screening approach for distribution system (Academic use only)

This is a repository of data and code for PES General Meeting 2020 paper "A Novel Acceleration Strategy for N-1 Contingency Screening in Distribution System".

Abstract

The concern for the security of distribution network renders the necessity of developing an advanced N-1 contingency screening method. However, the complexity of network reconfiguration and islanding operation brings tremendous computation burden for the traditional screening approach. To cope with the problem, a novel acceleration strategy is proposed based on an idea of integrating the optimal power flow runs under every N-1 contingency into a single search tree. To dynamically check the N-1 security criterion during the solving procedure, the model is formulated in a branch-and-cut framework. At each incumbent solution node, a specialized lazy constraint callback approach is implementedto eliminate the current N-1 contingency from the contingency set if the load shedding can be resolved by network reconfiguration or islanding operation. Thus, all calculations for the N-1 contingency are incorporated as a whole and performed only once. The superiority and efficiency of the strategy are varified on the IEEE-33 and 69 bus systems. Numerical results indicate that the proposed approach is an order of magnitude faster than the traditional ones.

Research Interests

We are looking forward to cooperate with all experts and scholars around the world on the topic of Big Data and Machine Learning in power system.

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A novel N-1 contingency screening approach for distribution system

License:MIT License


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Language:Python 100.0%