Intelligence, Informatics and Infrastructure
Online ISSN : 2758-5816
Application of Regression Decision Trees for Scenario-Priority WDN Restoration Strategy
Samantha Louise N. JARDEROsamu MARUYAMA
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2023 Volume 4 Issue 2 Pages 1-6

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Abstract

As hazards and damages become more complex as population and progress evolve, strategies for minimizing or eliminating the impacts are not universal for all scenarios. Here in this paper, it proposes how to utilize a decision tree to determine a priority-scenario-based restoration strategy for a seismic damaged pipeline network. Using the available information of a city and the parameters for the pipeline system, the damage rate and losses after a seismic event can be obtained using available models. DTs were produced at different priority scenarios, namely: vulnerability, damage, and cost. Results show different areas affected by different priority scenarios. There were areas that are repeatedly highlighted in different priority scenarios. A priority-based strategy can be produced depending on whichever factor decisionmakers, consultants, or clients decide.

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© 2023 Japan Society of Civil Engineers
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