高级检索

贵金属智慧运输管理系统研发与应用

Research and application of intelligent transportation management systems for precious metal

  • 摘要: 针对贵金属运输在传统管理模式下出现的实时监控缺失、运输路线依赖经验判断,以及人工记录效率低且易产生差错等问题,以陕西某金矿为应用场景,研发并构建了一套基于物联网、大数据、云计算与人工智能的贵金属智慧运输管理系统。该系统通过多源感知与智能融合,形成端到端的实时感知与联动体系,集成车载定位、视频监控、加密通信及不可篡改的审计日志,实现运输全过程可视化与可追溯。依托大数据平台与人工智能算法,系统进行智能路线优化、动态调度与异常事件自动识别,减少对人为经验的依赖,提高应急响应速度和调度的科学性。在管理层面,引入电子签收、权限分级与流程追踪机制,推动运输业务从人工粗放向数字化、精细化转型,增强了操作规范性和责任可追溯性。系统研发严格对标国家监管要求与行业最佳实践,并在当地监管部门与运营单位协同下完成现场部署与应急演练。现场应用与定量评估表明:该系统运输效率提升20 %~35 %,安全事故率下降90 %~95 %,管理精度显著提高,整体运营成本下降65 %~75 %。该研究验证了系统在贵金属运输领域的可行性,并带来显著效益,提出了可复制的工程实施路径,为高价值物资运输的安全保障、效率提升与合规管理提供了重要参考。

     

    Abstract: In the traditional management mode, precious metal transportation faces challenges such as the lack of real-time monitoring, experience-dependent transportation route planning, low efficiency, and high error rates of manual records. To this end, an intelligent transportation management system for precious metals based on the Internet of Things, big data, cloud computing, and artificial intelligence (AI) was constructed by employing a gold mine in Shaanxi Province as the application scene. Through multi-source sensing and intelligent fusion, this system established an end-to-end real-time sensing and coordination framework. By integrating on-board positioning, video surveillance, encrypted communications, and immutable audit logs, visualization and traceability throughout the entire transportation process were realized. With the help of big data platforms and AI algorithms, this system performed intelligent route optimization, dynamic scheduling, and automatic recognition of exception events, thereby reducing reliance on human experience and improving emergency response speed and the scientific basis of scheduling. At the management level, the introduction of electronic signatures, role-based access control, and workflow tracking mechanisms drove the transformation of transport operations from labor-intensive practices to digital and refined management, thus strengthening procedural compliance and accountability. System development was strictly aligned with national regulatory requirements and best industry practices, and on-site deployment and emergency drills were conducted in collaboration with local regulatory authorities and operating units. Field application and quantitative evaluation show that this system shows a 20 %−35 % increase in transportation efficiency, a 90 %−95 % reduction in the safety accident rate, a significant enhancement in management accuracy, and a 65 %−75 % decrease in overall operation costs. This study confirms that the system is feasible for precious metal transportation and has significant benefits. Additionally, a reproducible engineering implementation pathway is proposed, and an important reference is provided for security assurance, efficiency enhancement, and compliance management for high-value cargo transportation.

     

/

返回文章
返回