沥青路面施工过程中有效监控与决策是高质量路面形成的关键，国内外对于工程建设中的质量管理均有相关研究，如路面动态控制、最终产品规范，但现有成果多呈碎片化，信息控制方面的研究侧重于信息的采集、传输、统计等方面，而与路面质量核心控制内容相脱节，路面质量方面的研究则侧重于材料的性能指标，缺乏对于工程管理的研究，而在工程管理方面的研究，缺乏有效的监测统计手段。因此亟待研发或提出一套沥青路面施工质量智能化控制的新技术。
江苏中路工程技术研究院有限公司等单位依托省部计划“基于物联网与数据融合的沥青面层施工质量动态控制技术研究”项目，通过近4年的科研攻关，针对沥青路面施工过程质量控制信息化、智能化需求，项目组通过融合物联网、大数据、辅助决策、动态控制等手段，实现了沥青路面施工全过程质量关键参数的自动采集，有效解决了已有系统人工干预、二次录入等问题。项目组同时开发了专家辅助决策系统，对采集的海量数据进行分析，运用大数据技术进行施工质量动态评价，对路面施工过程中质量波动进行分级预警，利用机器学习方法对预警问题提供辅助决策意见，实现预警问题的闭环，显著提升了沥青路面施工质量。
项目成果在江西、江苏、吉林、广东等13个省市得到成功应用，累计里程超过2000km，经济社会效益显著。
江苏中路工程技术研究院有限公司是一家致力于为Fun88网站运输行业提供专业化解决方案的创新型高新技术企业。主要开展Fun88网站科技研究、技术咨询、试验检测、新材料研发等相关业务，公司近年来在Fun88网站工程新材料、Fun88网站工程信息化方面持续投入，承担省部级科研课题40余项，申报专利130余项，获得江苏省高新技术产品5项，业务范围覆盖16个省市自治区。
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