Data-Driven Information Management Method of Power Supply Chains Using Mobile Cloud Computing

IF 0.5 Q4 COMPUTER SCIENCE, THEORY & METHODS
Ma Jingze, Zhan Guoye, Yang Fan, Chen Xingpei
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引用次数: 0

Abstract

Based on the spring, spring MVC and MyBatis structures of the cloud platform SSM framework, an information management platform for power grid material supply chain is built. The data layer uses a variety of sensors to collect power grid material supply chain information, and the information is fed back to the data storage layer after being integrated by the logical reorganization function of the persistence layer. The data storage layer uses the multi-sensor supply chain information fusion method based on paste progress to fuse the information and store it in the database. The business logic layer calls the information in the database and uses the improved k-means clustering algorithm to detect the abnormal supply chain data information. After calculation and data control by the control layer, the data management results are displayed through the presentation layer. The experimental results show that the absolute error of data fusion is very low. It can effectively cluster data information and distinguish outlier anomaly information at the same time, and the effect of information management is good.
基于移动云计算的电力供应链数据驱动信息管理方法
基于云平台SSM框架的spring、spring MVC和MyBatis结构,构建了电网物资供应链信息管理平台。数据层利用多种传感器采集电网物资供应链信息,通过持久层的逻辑重组功能进行整合后反馈给数据存储层。数据存储层采用基于粘贴进度的多传感器供应链信息融合方法,将信息融合存储在数据库中。业务逻辑层调用数据库中的信息,使用改进的k-means聚类算法检测异常的供应链数据信息。经过控制层的计算和数据控制,数据管理结果通过表示层显示出来。实验结果表明,数据融合的绝对误差很低。该方法既能有效地聚类数据信息,又能区分离群异常信息,信息管理效果好。
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来源期刊
JOURNAL OF INTERCONNECTION NETWORKS
JOURNAL OF INTERCONNECTION NETWORKS COMPUTER SCIENCE, THEORY & METHODS-
自引率
14.30%
发文量
121
期刊介绍: The Journal of Interconnection Networks (JOIN) is an international scientific journal dedicated to advancing the state-of-the-art of interconnection networks. The journal addresses all aspects of interconnection networks including their theory, analysis, design, implementation and application, and corresponding issues of communication, computing and function arising from (or applied to) a variety of multifaceted networks. Interconnection problems occur at different levels in the hardware and software design of communicating entities in integrated circuits, multiprocessors, multicomputers, and communication networks as diverse as telephone systems, cable network systems, computer networks, mobile communication networks, satellite network systems, the Internet and biological systems.
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