|
所在平台: Udemy |
课程主页: https://www.udemy.com/course/artificial-intelligence-in-construction-management/
课程评论：没有评论
**课程名称：建筑管理中的人工智能** **课程概述：** 本课程深入探讨人工智能（AI）在建筑行业的应用及其重要性。AI作为数据科学的一个分支，通过结合计算机技术和海量数据，为建筑行业带来了前所未有的问题解决能力，尤其在项目按时交付方面成效显著。 课程强调，AI在项目前期准备阶段（preconstruction）能够提供高度的详尽性和准确性，并减少人为偏见。尽管人们担心AI可能导致大规模失业，但本课程指出，AI更可能改变建筑行业的商业模式，而不是取代人力。AI的应用能够有效减少昂贵的错误、降低工地伤害事故，并提高建筑运营效率。 课程特别关注AI在成本控制方面的作用，强调了预测成本超支在项目推进中的关键性。其中，人工神经网络（artificial neural network）常被用于基于项目规模、合同类型和项目经理能力等因素来预测成本超支。 在安全方面，AI驱动的计算机视觉技术能够分析工地上的摔倒事故，帮助管理层制定更有效的工人安全保护措施。AI的强大之处在于能够预先识别建筑工地中可能发生的问题。 然而，课程也坦承AI的实施成本较高，但其提供的AI驱动应用程序能够帮助工人更准确、更快速地完成工作。 **核心内容：** * AI在建筑行业日益增长的应用。 * AI如何通过数据科学解决建筑难题，并提升项目交付效率。 * AI在项目前期准备阶段的应用价值（详尽性、准确性、减少偏见）。 * AI对建筑行业商业模式、成本控制、安全性和效率的影响，而非人力替代。 * AI在成本超支预测中的应用（如人工神经网络）。 * AI在提升工地安全（如计算机视觉分析摔倒事故）方面的潜力。 * AI识别潜在风险的能力。 * AI实施成本的考量。 * AI辅助工人提高工作准确性和速度的优势。
Artificial intelligence is establishing a footing in the construction industry following years of development and imagination. Artificial intelligence is a field in data science that blends computer technology with hefty amounts of data to enable problem-solving. Artificial intelligence in construction greatly enhance the delivery of the work on time. artificial intelligence has contributed to the preconstruction stages of projects by offering thoroughness and accuracy along with general lack of bias. In spite of predictions of massive job losses, artificial intelligence is unlikely to replace the human workforce instead, it will alter business models in the construction industry, reduce expensive errors, reduce worksite injuries, and make building operations more efficient. In the construction industry preventing cost overrun is very vital for the progress of the job. In must cases, artificial neural network are used on projects to predict cost overruns based on factors such as project size, contract type and the competent level of project managers. Safety concerns in construction is international construction issues, artificial intelligence powered computer vision can be used to analyze trip and fall incidents on job site, helping leaders come up with better safety measures for workers. The fact is that artificial intelligence can identify problems in the construction sites before it really happens. Let all get it straight that artificial intelligence is very expensive to implement in companies. Artificial intelligence-based applications serve to help workers do their job more accurately and more quickly.
