A Data-Driven Visualization Approach for Life-Cycle Cost Analysis of Open-Cut and Trenchless CIPP Methods for Sanitary Sewers: A PRISMA Systematic Review

被引:0
作者
Thakre, Gayatri [1 ]
Kaushal, Vinayak [1 ]
Karkhanis, Eesha [1 ]
Najafi, Mohammad [1 ]
机构
[1] Univ Texas Arlington, Civil Engn Dept, Box 19308, Arlington, TX 76019 USA
来源
APPLIED SCIENCES-BASEL | 2025年 / 15卷 / 04期
关键词
cured-in-place pipe renewal method; life-cycle cost analysis; open-cut construction methods; machine learning; trenchless technology; PRISMA; wastewater conveyance systems; bibliometric analysis; cost prediction; SOCIAL COST; REHABILITATION; PERFORMANCE; CHALLENGES; PIPELINES;
D O I
10.3390/app15041765
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
The wastewater conveyance systems in the United States are facing severe structural challenges, with the nation's overall wastewater infrastructure receiving a critically low grade of D- from the American Society of Civil Engineers (ASCE). Innovative trenchless technologies, such as Cured-in-Place Pipe Renewal Technology (CIPPRT), offer a cost-efficient substitute for traditional open-cut construction methods (OCCM). However, the possibility of a comprehensive life-cycle cost analysis (LCCA) comparing these methods remains unexplored. LCCA examines the comprehensive financial impact, encompassing installation, operation, maintenance, rehabilitation, and replacement expenses, using net present value (NPV) over a set duration. The objective of this study is to systematically review the existing literature to explore advancements in calculating the LCCA for CIPPRT and compare the latter approach to OCCM. A rigorous PRISMA-guided methodology applied to academic databases identified 845 publications (1995-2024), with 83 documents being selected after stringent screening. The findings reveal limited use of artificial intelligence (AI) or machine learning (ML) in predicting CIPPRT costs. A bibliometric analysis using VOSviewer visualizes the results. The study underscores the potential of intelligent, data-driven approaches, such as spreadsheet models and AI, to enhance decision-making in selecting rehabilitation methods tailored to project conditions. These advancements promise more sustainable and cost-effective management of sanitary sewer systems, offering vital insights for decision-makers in addressing critical infrastructure challenges.
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页数:31
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