Featured Article:
"Machine learning-assisted optimal schedule of underground water pipe inspection"
There are over 2.2 million miles of underground water pipes serving the cities in the United States. Many are in poor conditions and deteriorate rapidly. Inspection provides crucial information for pipe condition assessment and maintenance plan; it, however, is very expensive for underground pipes due to accessibility issues. Therefore, water agencies commonly face the challenge to 1) decide whether it is worthwhile to schedule expensive water pipe inspections under financial constraints, and 2) if so, how to optimize the inspection schedule to maximize its value. This study leverages the physical model and data-based ML (ML) models for underground water pipe failure prediction to shed light on these two important questions for decision making.
Read the full article here.
Find all of JIPR's previous featured articles here.
Top 10 Downloaded Articles in 2023
We want to thank the authors of our most downloaded articles in 2023 and highlight to our readers some of the most impactful research to have published in the journal. We hope that you will find the data interesting!
Passive buildings: a state-of-the-art review
Authors: Vishwajit Anand, Vishnu Lakshmi Kadiri and Chandrasekhar Putcha
Meta-analysis on PET plastic as concrete aggregate using response surface methodology and regression analysis
Authors: Beng Wei Chong and Xijun Shi
A deep reinforcement learning model for resilient road network recovery under earthquake or flooding hazards
Authors: Xudong Fan, Xijin Zhang, Xiaowei Wang and Xiong Yu
Analysis and prediction of pipeline corrosion defects based on data analytics of in-line inspection
Authors: Bingyan Cui and Hao Wang
Classification of failure modes of pipelines containing longitudinal surface cracks using mechanics-based and machine learning models
Authors: Milad Salemi & Hao Wang
Haotian Sun, Wenxing Zhou
Modeling the rutting performance of asphalt pavements: a review
Authors: Yong Deng, Xianming Shi
Emerging steel frames with Fe-SMA U-shaped dampers for enhancing seismic resilience
Authors: Zhe-Xi Zhang, Jie Zhang, Cheng Fang, Yuelin Zhang and Yuanmu Li
Interdependence of social-ecological-technological systems in Phoenix, Arizona: consequences of an extreme precipitation event
Authors: Alysha Helmrich, Amanda Kuhn, AnaÃs Roque, Ameyalli Santibanez, Yeowon Kim, Nancy B. Grimm and Mikhail Chester
Fault tree analysis for subway fire evacuation with agent-based modeling
Authors: Yaning Qiao, Yikai Weng, Xiaobo Shi, Zongyou Zhu, Changyun Li, Xumiao Zhang and Jiankun Liu
Evaluating the impact of factors in vehicle based pavement sensing implementation: sensor placement, pavement temperature, speed, and threshold
Authors: Dada Zhang, Chun-Hsing Ho and Fangfang Zhang
2023 Most Cited Paper
Interdependence of social-ecological-technological systems in Phoenix, Arizona: consequences of an extreme precipitation event
Authors: Alysha Helmrich, Amanda Kuhn, AnaÃs Roque, Ameyalli Santibanez, Yeowon Kim, Nancy B. Grimm & Mikhail Chester
Outstanding Reviewers 2023
Mahmoud H. Akeed, University of Technology Sydney, Australia
James Bryce, West Virginia University, USA
Akvan Gajanayake, RMIT University, Australia
Rohini S. Gupta, Cornell University, USA
Ripon Hore, Local Government Engineering Department, Bangladesh
Pawan Kalla, Malaviya National Institute of Technology, India
Wolfgang Kröger, ETH Zürich, Switzerland
Ji Yun Lee, Washington State University, USA
Monica Löfman, Aalto University, Finland
Francisco Presuel-Moreno, Florida Atlantic University, USA
Mayank Sukhija, Indian Institute of Technology, Varanasi, India
Sheng Qiang, Hohai University, China
An Interview with the Editor
"JIPR aims to become the flagship journal in the field of infrastructure preservation and resilience (IPR), providing a cross-disciplinary forum for researchers to disseminate innovative research and engineering practices that preserve the integrity, performance, and resilience of infrastructure systems."
- Xianming Shi, Washington State University, USA
Read the full interview here, where Editor Shi goes into detail regarding his educational and professional background, the inspiration and reasoning to launch this cross-disciplinary scholarly discussion platform, and the long term goals for the journal.
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