Resilience Analysis and Cascading FailureModeling of Power Systems under Extreme Temperatures
arXiv:2009.14155
Abstract
In this paper, we propose an AC power flow based cascading failure model that explicitly considers external weather conditions, extreme temperatures in particular, and evaluates the impact of extreme temperature on the initiation and propagation of cascading blackouts. Specifically, load and dynamic line rating changes are modeled due to temperature disturbance, the probabilities for transmission line and generator outages are evaluated, and the timing for each type of events is carefully calculated to decide the actual event sequence. It should be emphasized that the correlated events, in the advent of external temperature changes, could together contribute to voltage instability. Besides, we model undervoltage load shedding and operator re-dispatch as control strategies for preventing the propagation of cascading failures. The effectiveness of the proposed model is verified by simulation results on the RTS-96 3-area system and it is found that temperature disturbances can lead to correlated load change and line/generator tripping, which together will greatly increase the risk of cascading and voltage instability. Critical temperature change, critical area with temperature disturbance, identification of most vulnerable buses, and comparison of different control strategies are also carefully investigated.
References in corpus (5)
- Dynamic Modeling of Cascading Failure in Power Systems
- An Interaction Model for Simulation and Mitigation of Cascading Failures
- A Markovian influence graph formed from utility line outage data to mitigate large cascades
- Estimating the Propagation of Interdependent Cascading Outages with Multi-Type Branching Processes
- Exploring cascading outages and weather via processing historic data