Automated Integration of Infrastructure Component Status for Real-Time Restoration Progress Control: Case Study of Highway System in Hurricane Harvey

12/09/2022
by   Yitong Li, et al.
0

Following extreme events, efficient restoration of infrastructure systems is critical to sustaining community lifelines. During the process, effective monitoring and control of the infrastructure restoration progress is critical. This research proposes a systematic approach that automatically integrates component-level restoration status to achieve real-time forecasting of overall infrastructure restoration progress. In this research, the approach is mainly designed for transportation infrastructure restoration following Hurricane Harvey. In detail, the component-level restoration status is linked to the restoration progress forecasting through network modeling and earned value method. Once the new component restoration status is collected, the information is automatically integrated to update the overall restoration progress forecasting. Academically, an approach is proposed to automatically transform the component-level restoration information to overall restoration progress. In practice, the approach expects to ease the communication and coordination efforts between emergency managers, thereby facilitating timely identification and resolution of issues for rapid infrastructure restoration.

READ FULL TEXT
research
08/03/2020

Modeling of Lifeline Infrastructure Restoration Using Empirical Quantitative Data

Disaster recovery is widely regarded as the least understood phase of th...
research
06/06/2021

Multi-agent Modeling of Hazard-Household-Infrastructure Nexus for Equitable Resilience Assessment

To enable integrating social equity considerations in infrastructure res...
research
07/12/2020

Deep Learning-based Resource Allocation for Infrastructure Resilience

From an optimization point of view, resource allocation is one of the co...
research
04/01/2018

A Modified Approximate Dynamic Programming Algorithm for Community-level Food Security Following Disasters

In the aftermath of an extreme natural hazard, community residents must ...
research
10/24/2019

Interactive Image Restoration

Machine learning and many of its applications are considered hard to app...
research
02/23/2023

A Generalized Accelerated Failure Time Model to Predict Restoration Time from Power Outages

Major disasters such as wildfire, tornado, hurricane, tropical storm, fl...
research
03/09/2009

The Digital Restoration of Da Vinci's Sketches

A sketch, found in one of Leonardo da Vinci's notebooks and covered by t...

Please sign up or login with your details

Forgot password? Click here to reset