某大型制造企业数据中台与智能决策系统建设项目案例

基于双中台理念的路面大数据与智能决策系统建设研究

随着我国公路网逐步建成,养护任务日益艰巨,海量的养护数据亟需准确分析处理,传统数据处理技术和方法难以满足沥青路面养护管理的需要.为此设计开发一套基于双中台(业务中台+数据中台)理念的路面大数据与智能决策系统.基于该系统,构建以资产数字化,技术状况数字化,决策科学化,养护智慧化为核心的"四化"沥青路面数字化养护管理体系,提高公路养护决策水平和养护资金使用效率,切实达到提质降本增效的目的.

基于动态数据汇聚与AIoT协同的智慧园区管理系统设计与实现

在"双碳"战略与数字经济发展双重驱动下,针对园区数字化转型面临的数据孤岛引致的决策效能衰减,系统刚性引致的响应迟滞,能效失衡推高的碳足迹膨胀等结构性矛盾,本文提出一种基于动态数据驱动的智慧园区智能决策系统架构.通过构建多模态数据动态汇聚模型与AIoT协同优化体系两大核心引擎,设计了包含基础设施层,数据底座层,能力中台层,应用服务层和场景创新层的五维垂直架构体系,实现物理空间到数字空间的虚实映射与协同优化.在技术实现层面,采用"云–边–端"三级分布式架构,通过数字孪生底座实现全域要素数字化建模,集成开发智慧能源管理,巡检运维,智能安防联动等核心功能模块,并引入无人机协同巡检与AI场景自适应服务机制.研究成果应用于国家级数据中心园区,有效验证架构设计的科学性与实践有效性,为破解园区数字化转型的架构性困境提供了解决方案,为新型智慧园区建设提供了可复制的理论范式和技术路径.Driven by the dual driving of the "dual carbon" strategy and the development of the digital economy, in response to structural contradictions such as the attenuation of decision-making efficiency caused by data silos, response hysteresis caused by system rigidity, and carbon footprint expansion driven by energy efficiency imbalance, this paper proposes a smart park intelligent decision-making system architecture based on dynamic data-driven. By building two core engines of multimodal data dynamic aggregation model and AIoT collaborative optimization system, a five-dimensional vertical architecture system including infrastructure layer, data base layer, capability middle platform layer, application service layer and scenario innovation layer is designed to realize virtual and real mapping and collaborative optimization from physical space to digital space. At the technical implementation level, a three-level distributed architecture of "cloud-edge-end" is adopted to realize digital modeling of all-area factors through digital twin bases, integrate and develop core functional modules such as smart energy management, inspection operation and maintenance, and intelligent security linkage, and introduce a UAV collaborative inspection and AI scenario adaptive service mechanism. The research results are applied to national data center parks, effectively verifying the scientificity and practical effectiveness of architectural design, providing solutions to solve the architectural dilemma of digital transformation of parks, and providing replicable theoretical paradigms and technical paths for the construction of new smart parks.

四川入境游智慧营销支持体系建设报告

凭借"240小时过境免签"等政策红利及大熊猫,古蜀文明等独特资源,四川入境游市场呈现高速增长态势,但其国际营销在精准触达,内容适配,数据驱动与跨部门协同等方面仍存在短板.本报告分析了四川入境游的发展现状与智慧营销需求,指出其在享有丰富资源禀赋和便捷服务设施等优势的同时,也存在过度依赖熊猫IP,营销碎片化,数据割裂及县域协同不足等问题.在此基础上,本文提出了系统性的改进路径:内容体系上,主张构建分层化IP矩阵与情感化叙事策略,超越单一熊猫符号,利用AIGC等技术深化文化传播;技术体系上,建设跨境数据中台与智能决策系统,整合多源数据以支持精准营销与市场预测;渠道体系上,强调优化智能渠道矩阵并构建县域出海网络,利用"PandaGuide"等平台及UGC内容提升四川旅游的全球触达能力;转化体系上,着力打造沉浸式消费场景与完善跨境支付生态,延长游客停留时间并提升消费水平.最后,报告结论指出,构建以数据为基石,技术为引擎,游客为中心,生态为支撑的智慧营销支持体系,是推动四川入境游从"网红"走向"长红"的关键抓手.

基于数据中台的通信运营大数据智能解决方案研究

受技术发展的影响,通信运营业务与数据量迅速壮大.通过研究通信运营的现状与问题,引入大数据,数据中台,数据赋能,智能运营等概念与技术,从数据采集,存储,赋能和展示等方面对系统进行全方位优化升级,搭建通信运营统一数据域,实现通信运营的智能决策,智能营销与智能运营.