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Evaluation of Power Transmission Lines Hardening Scenarios Using a Machine Learning Approach

Juan P. Montoya-Rincon, Jorge E. Gonzalez-Cruz, Michael P. Jensen

Publisher: ASME

ASME J. Risk Uncertainty Part B. September 2023, 9(3): 031106.

Paper No: RISK-23-1034

https://doi.org/10.1115/1.4063012

Published Online: August 4, 2023

... 03 2023 17 07 2023 04 08 2023 grid resilience hardening power outage prediction power tower power transmission hurricane machine learning Brookhaven National Laboratory 10.13039/100006231 18-020 National Science Foundation 10.13039/100000001 CBET-1832678...

View Article titled, Evaluation of Power Transmission Lines Hardening Scenarios Using a Machine Learning Approach

Topics: Damage, Hardening, Machine learning, Poles (Building), Transmission lines, Resilience, Failure, Steel

ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering

Limit-State Function Sensitivity under Epistemic Uncertainty: A Convex Model Approach

Haodong Zhao; Changcong Zhou; Qi Chang; Haotian Shi; Marcos A. Valdebenito; Matthias G. R. Faes

Latent Space-Based Likelihood Estimation Using a Single Observation for Bayesian Updating of a Nonlinear Hysteretic Model

Sangwon Lee; Taro Yaoyama; Yuma Matsumoto; Takenori Hida; Tatsuya Itoi

From Impact to Control: Inertially Amplified Friction Bearings

Sudip Chowdhury, Ph.D.; Arnab Banerjee, Ph.D.; Sondipon Adhikari, Ph.D.

Investigating the Evolution Path of Urban Natural Gas Pipeline Accidents Using a Complex Network Approach

Xinhong Li, Ph.D.; Xin Ning; Jie Ma; Ziyue Han

Near-Fault Earthquake-Induced Vibration Control of a Supertall Benchmark Building Using an Inerter-Assisted Compliant Liquid Damper

Tanmoy Konar; Anupam Das; Aparna Dey Ghosh

Protocol for the Validation of Models for Regional Risk Analysis

Yun-Chi Yu; Neetesh Sharma; Paolo Gardoni

Enhancing Reliability of Construction Contingency Estimation at the Scoping Phase through Historical Cost Data Analysis

Taewoo Ko; Chau Le; H. David Jeong; Kunhee Choi

Seismic Control and Performance Assessment of Isolated Bridges Using Integration of Negative Stiffness and Inerter-Based Supplemental Control Devices

Naqeeb Ul Islam; R. S. Jangid

Advantages and Limitations of Bayesian Approaches to Decision-Making in Construction Management: A Critical Review (1988–2023)

Guillermo Mejía, Ph.D.; Jaime A. Gutiérrez-Prada; Oscar H. Portilla-Carreño; Jonathan Soto-Paz, Ph.D.

Short-Term Forecasting of Transit Travel Demand: A Customized Relevance Vector Machine Model

Chong Yang, Ph.D.; Yang Li; Wenzhi Yin, Ph.D.; Xiaowei Shi, Ph.D.

Intelligent Landfill Slope Monitoring System and Data Analysis: Case Study for a Landfill Slope in Shenzhen, China

Haoyu Lin; Junchao Li; Jiwu Lan; Shijin Dai; Jianqun Jiang; Yunmin Chen

Analysis of the Influence of Rolling Motion on the ROPAX Vessel with Firewater Accumulation

Honggui Wang; Huseyn Shukurov; Yuan Shu; Zhaolin Wu; Xinjian Wang; Jiajun Sang; Biao Wang

Performance Assessment of Lead Rubber–Isolated Liquid Storage Tanks with Clutching Inertial Systems

Ketan Narayan Bajad; Radhey Shyam Jangid

Robust Modeling of Earthquake Catastrophe Risk for Insurance: An Integrated Approach Incorporating Active Faults and an Epidemic-Type Model

Emmanouil Louloudis, Ph.D.; Alexandros Zimbidis, Ph.D.

Tracing the Factors Influencing Learning from Incidents Behavior in the Construction Industry: Based on a Complex Systems Perspective

Lingna Lin; Jiacheng Zhong

Stochastic Evaluation of Railway Track Buckling Using Monte-Carlo Simulations

Dan Agustin; Qing Wu, Ph.D.; Maksym Spiryagin, Ph.D.; Colin Cole, Ph.D.; Esteban Bernal, Ph.D.

Optimum Design of Hybrid Base Isolation and Tuned Liquid Damper Systems for Structures under Near-Fault Ground Motions

Ayla Ocak; Gebrail Bekdaş; Sinan Melih Nigdeli

Bayesian Finite-Element Model Updating of Bridges Considering Boundary Condition Uncertainties

Shu-Han Yang; Ting-Hua Yi; Chun-Xu Qu; Song-Han Zhang, Ph.D.; Hong-Nan Li

Nondeterministic Kriging for Probabilistic Systems with Mixed Continuous and Discrete Input Variables

Jayasekara Jayasekara; Sabarethinam Kameshwar, Ph.D.

Navigation Decision-Making Method of Complex Multitype Ships’ Routing Waters

Deqing Yu; Yixiong He; Dian Lyu; Jinlai Liu; Xingya Zhao; Liwen Huang

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