土木工程中的人工智能》回顾

Hulwane Vinayak
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摘要

本文回顾了人工智能(AI)对土木工程的变革性影响。它探讨了人工智能的基本概念及其在结构分析、施工管理、交通、岩土工程和可持续性方面的应用。综述强调了人工智能在整个项目生命周期内自动执行任务、预测结果和优化设计方面的作用。文章讨论了人工智能驱动的结构健康监测、预测性维护和风险评估技术的最新进展,以及数据质量和模型可解释性等挑战。本文还探讨了自主施工和数字孪生等未来趋势,强调了持续研究和跨学科合作的必要性。总之,本文为利用人工智能应对土木工程领域不断变化的挑战和机遇,促进基础设施发展的创新性、可持续性和复原力提供了见解。
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Review of AI in Civil Engineering
This paper reviews the transformative impact of Artificial Intelligence (AI) on civil engineering. It explores AI's fundamental concepts and its applications across structural analysis, construction management, transportation, geotechnical engineering, and sustainability. The review highlights AI's role in automating tasks, predicting outcomes, and optimizing designs throughout project lifecycles. Recent advancements in AI-driven technologies for structural health monitoring, predictive maintenance, and risk assessment are discussed, along with challenges like data quality and model interpretability. Future trends such as autonomous construction and digital twins are examined, emphasizing the need for continued research and interdisciplinary collaboration. In conclusion, this paper offers insights for leveraging AI to address evolving challenges and opportunities in civil engineering, fostering innovation, sustainability, and resilience in infrastructure development.
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