In the context of accelerating digital economy penetration,financial digital transformation has become a critical pathway for enterprises to enhance core competitiveness.Robotic process automation(RPA)technology,with ...In the context of accelerating digital economy penetration,financial digital transformation has become a critical pathway for enterprises to enhance core competitiveness.Robotic process automation(RPA)technology,with its efficiency,precision,and cross-system collaboration capabilities,provides innovative solutions for financial process innovation.This paper develops an intelligent financial profitability analysis robot based on Laiye Technology’s UiBot platform,focusing on core processes such as data collection,metric calculation,and report generation.It achieves full-process automation from multi-source data integration to visualized analysis reports.By integrating dual-dimensional metrics of accounting profits and cash flows,the system constructs dynamic analytical models adaptable to various industries,effectively addressing issues like inefficiency,high error rates,and delayed decision-making in traditional financial analysis.Practical results demonstrate that the robot achieves over 98%data collection accuracy,reduces business processing time to 30%of manual operations,significantly lowers corporate financial operational costs,and provides real-time,precise decision-making support for management.This solution holds significant practical value and promotion potential.展开更多
机器人流程自动化(Robotic Process Automation,RPA)技术凭借其规则明确、流程稳定、可快速部署等优势,实现财务流程的自动化执行与异常预警。研究介绍了RPA技术的内涵与特点,分析了财务共享服务中心流程现状,提出了RPA在费用报销、资...机器人流程自动化(Robotic Process Automation,RPA)技术凭借其规则明确、流程稳定、可快速部署等优势,实现财务流程的自动化执行与异常预警。研究介绍了RPA技术的内涵与特点,分析了财务共享服务中心流程现状,提出了RPA在费用报销、资金管理、税务处理等方面的具体实践应用,并验证了其应用效果,旨在为相关领域的实践探索提供可靠参考依据。展开更多
针对军事智能博弈对抗面临的超自动化需求,研究了基于机器人流程自动化(Robotic Process Automation,RPA)/认知机器人流程自动化(Cognitive Robotic Process Automation,CRPA)的技术途径与应用方法。分析了RPA/CRPA技术的起源与发展,指...针对军事智能博弈对抗面临的超自动化需求,研究了基于机器人流程自动化(Robotic Process Automation,RPA)/认知机器人流程自动化(Cognitive Robotic Process Automation,CRPA)的技术途径与应用方法。分析了RPA/CRPA技术的起源与发展,指出了其在智能博弈对抗中的重要地位;梳理了RPA/CRPA技术应用现状,分析其发展趋势;提出了RPA/CRPA的技术体系,建立了基于RPA/CRPA的无人系统智慧控制体系框架;以巨型星座、地外天体机器人生态圈、复杂指挥自动化系统、无人作战系统、赛博空间软件机器人集群等典型博弈对抗场景为例,指出了RPA/CRPA技术的应用模式,为实现军事智能博弈对抗的超自动化提供了技术途径。展开更多
针对传统巡检方法无法满足巡检设备多与难度高的问题,研究设计了基于人工智能的机器人流程自动化配网巡检架构,并引入迁移学习,得到基于改进YOLOxs算法的视频巡检异常监测方法。研究结果表明,研究提出的算法在训练中仅需81次迭代就可稳...针对传统巡检方法无法满足巡检设备多与难度高的问题,研究设计了基于人工智能的机器人流程自动化配网巡检架构,并引入迁移学习,得到基于改进YOLOxs算法的视频巡检异常监测方法。研究结果表明,研究提出的算法在训练中仅需81次迭代就可稳定,损失值对应2.54;在消融实验中,与基础算法相比,其平均精度均值与单张图像异常检测时间分别提升3.48%与39.47%。在对比实验中,改You Only Look Once xs算法的平均精确率、召回率与F1值均是最高的。上述结果说明研究提出的方法能实现电力设备异常时高效准确的判断,能有效解决智能配网巡检中存在的问题。展开更多
为解决财务人员数字技术应用能力不足、传统财务流程中数据采集质量差导致重复返工、人工数据处理效率低等问题,设计开发了财务共享辅助系统。采用机器人流程自动化(RPA,Robotic Process Automation)和图检索增强生成(Graph RAG,Graph-b...为解决财务人员数字技术应用能力不足、传统财务流程中数据采集质量差导致重复返工、人工数据处理效率低等问题,设计开发了财务共享辅助系统。采用机器人流程自动化(RPA,Robotic Process Automation)和图检索增强生成(Graph RAG,Graph-based Retrieval-Augmented Generation)技术,实现数据填报收集、RPA自动化处理、智能问答等功能,显著提升财务报账效率,为铁路局集团公司财务共享中心的建设提供支撑。展开更多
在当今数字化飞速发展的时代,教育领域正经历深刻的变革,计算机教学在其中占据关键地位。聚焦RPA(Robotic Process Automation)机器人技术,探讨其在计算机教学领域的应用。随着信息技术的不断进步,计算机教学的方式和需求也在持续演变,...在当今数字化飞速发展的时代,教育领域正经历深刻的变革,计算机教学在其中占据关键地位。聚焦RPA(Robotic Process Automation)机器人技术,探讨其在计算机教学领域的应用。随着信息技术的不断进步,计算机教学的方式和需求也在持续演变,传统教学方法面临新的挑战和机遇。RPA机器人以其自动化流程、高效执行任务等特性为计算机教学带来了新的思路和解决方案。分析RPA机器人在计算机教学中的应用,为教育工作者、教育机构与相关技术研发人员提供参考,助力计算机教学在数字化浪潮中实现高质量发展。展开更多
Addressing the existing gap in ethical research surrounding distinct technical characteristics of Robotic Process Automation enhanced with Artificial Intelligence (AI-RPA), this analysis examines the unique ethical di...Addressing the existing gap in ethical research surrounding distinct technical characteristics of Robotic Process Automation enhanced with Artificial Intelligence (AI-RPA), this analysis examines the unique ethical dimensions by positioning AI-RPA as a distinct technological subdivision. From an analytical perspective, this study highlights key characteristics such as minimal reliance on programming, rapid development cycles, and restricted algorithmic control, which differentiate AI-RPA from traditional AI systems. These characteristics underscore the need for tailored ethical considerations, to identify ethical perils within AI-RPA’s technological origins. By positioning AI-RPA as a distinct subdivision and examining its unique characteristics alongside their emerging ethical challenges, this paper enriches the evolving discourse on AI ethics, providing valuable insights for researchers, policymakers, and organizations implementing AI-RPA technologies.展开更多
摘要In the context of accelerating digital economy penetration,financial digital transformation has become a critical pathway for enterprises to enhance core competitiveness.Robotic process automation(RPA)technology,with its efficiency,precision,and cross-system collaboration capabilities,provides innovative solutions for financial process innovation.This paper develops an intelligent financial profitability analysis robot based on Laiye Technology’s UiBot platform,focusing on core processes such as data collection,metric calculation,and report generation.It achieves full-process automation from multi-source data integration to visualized analysis reports.By integrating dual-dimensional metrics of accounting profits and cash flows,the system constructs dynamic analytical models adaptable to various industries,effectively addressing issues like inefficiency,high error rates,and delayed decision-making in traditional financial analysis.Practical results demonstrate that the robot achieves over 98%data collection accuracy,reduces business processing time to 30%of manual operations,significantly lowers corporate financial operational costs,and provides real-time,precise decision-making support for management.This solution holds significant practical value and promotion potential.
摘要机器人流程自动化(Robotic Process Automation,RPA)技术凭借其规则明确、流程稳定、可快速部署等优势,实现财务流程的自动化执行与异常预警。研究介绍了RPA技术的内涵与特点,分析了财务共享服务中心流程现状,提出了RPA在费用报销、资金管理、税务处理等方面的具体实践应用,并验证了其应用效果,旨在为相关领域的实践探索提供可靠参考依据。
摘要针对军事智能博弈对抗面临的超自动化需求,研究了基于机器人流程自动化(Robotic Process Automation,RPA)/认知机器人流程自动化(Cognitive Robotic Process Automation,CRPA)的技术途径与应用方法。分析了RPA/CRPA技术的起源与发展,指出了其在智能博弈对抗中的重要地位;梳理了RPA/CRPA技术应用现状,分析其发展趋势;提出了RPA/CRPA的技术体系,建立了基于RPA/CRPA的无人系统智慧控制体系框架;以巨型星座、地外天体机器人生态圈、复杂指挥自动化系统、无人作战系统、赛博空间软件机器人集群等典型博弈对抗场景为例,指出了RPA/CRPA技术的应用模式,为实现军事智能博弈对抗的超自动化提供了技术途径。
摘要针对传统巡检方法无法满足巡检设备多与难度高的问题,研究设计了基于人工智能的机器人流程自动化配网巡检架构,并引入迁移学习,得到基于改进YOLOxs算法的视频巡检异常监测方法。研究结果表明,研究提出的算法在训练中仅需81次迭代就可稳定,损失值对应2.54;在消融实验中,与基础算法相比,其平均精度均值与单张图像异常检测时间分别提升3.48%与39.47%。在对比实验中,改You Only Look Once xs算法的平均精确率、召回率与F1值均是最高的。上述结果说明研究提出的方法能实现电力设备异常时高效准确的判断,能有效解决智能配网巡检中存在的问题。
摘要在当今数字化飞速发展的时代,教育领域正经历深刻的变革,计算机教学在其中占据关键地位。聚焦RPA(Robotic Process Automation)机器人技术,探讨其在计算机教学领域的应用。随着信息技术的不断进步,计算机教学的方式和需求也在持续演变,传统教学方法面临新的挑战和机遇。RPA机器人以其自动化流程、高效执行任务等特性为计算机教学带来了新的思路和解决方案。分析RPA机器人在计算机教学中的应用,为教育工作者、教育机构与相关技术研发人员提供参考,助力计算机教学在数字化浪潮中实现高质量发展。
摘要Addressing the existing gap in ethical research surrounding distinct technical characteristics of Robotic Process Automation enhanced with Artificial Intelligence (AI-RPA), this analysis examines the unique ethical dimensions by positioning AI-RPA as a distinct technological subdivision. From an analytical perspective, this study highlights key characteristics such as minimal reliance on programming, rapid development cycles, and restricted algorithmic control, which differentiate AI-RPA from traditional AI systems. These characteristics underscore the need for tailored ethical considerations, to identify ethical perils within AI-RPA’s technological origins. By positioning AI-RPA as a distinct subdivision and examining its unique characteristics alongside their emerging ethical challenges, this paper enriches the evolving discourse on AI ethics, providing valuable insights for researchers, policymakers, and organizations implementing AI-RPA technologies.