Artificial intelligence empowers the practice of intelligent concrete production research
人工智能赋能混凝土智慧生产实践研究

摘要

随着“双碳”政策的全面推进，混凝土生产行业对节能减排的要求不断提升，进而逐步向自动化、智能化与智慧化方向发展。在传统混凝土生产中，其技术工艺存在能源浪费、资源损耗与碳排放高等问题。智慧化生产模式转型升级不仅在于实现自动化控制、数字化管理与智能施工，而且还在于提升生产效率与质量，从而达到节能减排的效果。本文即在此背景下展开研究，通过分析混凝土全链条智慧生产模式的构建思路，进而从数字化检测、控制技术、质量检测等方面引入智慧生产机制，构建以计算机视觉和人工智能技术为核心的混凝土智慧生产工艺，为混凝土行业数字化转型奠定基础。

Abstract

With the comprehensive promotion of the "dual carbon" policy, the concrete production industry is continuously raising its requirements for energy saving and emission reduction, and is gradually moving towards the direction of automation, intelligence, and wisdom. In traditional concrete production, there are issues such as energy waste, resource loss, and high carbon emissions in its technical processes. The transformation and upgrade of the intelligent production model is not only about achieving automated control, digital management, and intelligent construction but also about improving production efficiency and quality to achieve the effect of energy saving and emission reduction. This paper conducts research against this backdrop, by analyzing the construction strategy of the intelligent production model for the entire concrete production chain, and then introducing intelligent production mechanisms through digital inspection, control technology, and quality inspection. It aims to build a concrete intelligent production process centered on computer vision and artificial intelligence technology, laying the foundation for the digital transformation of the concrete industry.