Mitigation and Recovery from Cascading Failures in Interdependent Networks under Uncertainty

Diman Zad Tootaghaj, Novella Bartolini, Hana Khamfroush, Ting He, Nilanjan Ray Chaudhuri, Thomas F. La Porta

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

The interdependence of multiple networks makes today's infrastructures more vulnerable to failures. Prior works mainly focused on robust network design and recovery strategies after failures, given complete knowledge of failure location. Nevertheless, in real-world scenarios, the location of failures might be unknown or only partially known. In this paper, we focus on cascading failures involving the power grid and its communication network with imprecision in failure assessment. We consider a model where functionality of the power grid and its failure assessment rely on the operation of a monitoring system and vice versa. We address ongoing cascading failures with a twofold approach: first, once a cascading failure is detected, we limit further propagation by redispatching generation and shedding loads; and second, we formulate a recovery plan to maximize the total amount of load served during the recovery intervention. We performed extensive simulations on real network topologies showing the effectiveness of the proposed approach in terms of number of disrupted power lines and total served load.

Original languageEnglish (US)
Article number8370647
Pages (from-to)501-514
Number of pages14
JournalIEEE Transactions on Control of Network Systems
Volume6
Issue number2
DOIs
StatePublished - Jun 1 2019

Fingerprint

Cascading Failure
Recovery
Uncertainty
Telecommunication networks
Topology
Grid
Monitoring
Robust Design
Imprecision
Network Design
Monitoring System
Communication Networks
Network Topology
Infrastructure
Maximise
Propagation
Unknown
Scenarios
Line

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • Signal Processing
  • Computer Networks and Communications
  • Control and Optimization

Cite this

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abstract = "The interdependence of multiple networks makes today's infrastructures more vulnerable to failures. Prior works mainly focused on robust network design and recovery strategies after failures, given complete knowledge of failure location. Nevertheless, in real-world scenarios, the location of failures might be unknown or only partially known. In this paper, we focus on cascading failures involving the power grid and its communication network with imprecision in failure assessment. We consider a model where functionality of the power grid and its failure assessment rely on the operation of a monitoring system and vice versa. We address ongoing cascading failures with a twofold approach: first, once a cascading failure is detected, we limit further propagation by redispatching generation and shedding loads; and second, we formulate a recovery plan to maximize the total amount of load served during the recovery intervention. We performed extensive simulations on real network topologies showing the effectiveness of the proposed approach in terms of number of disrupted power lines and total served load.",
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Mitigation and Recovery from Cascading Failures in Interdependent Networks under Uncertainty. / Tootaghaj, Diman Zad; Bartolini, Novella; Khamfroush, Hana; He, Ting; Chaudhuri, Nilanjan Ray; La Porta, Thomas F.

In: IEEE Transactions on Control of Network Systems, Vol. 6, No. 2, 8370647, 01.06.2019, p. 501-514.

Research output: Contribution to journalArticle

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