基于复杂事件处理平台的RFID仓储管理系统设计

发布时间：2018-06-16 04:23

本文选题：RFID + CEP　；参考：《电子科技大学》2014年硕士论文

【摘要】：射频识别(Radio Frequency Identification,RFID)作为一种高效率的数据采集与自动识别技术,在诸如生产制造、仓储物流、图书管理等方面发展迅速,应用前景广阔。随着RFID技术的发展与其应用系统业务愈加复杂、数据规模增大、处理延时减少等要求的不断提高,复杂事件处理(Complex Event Processing,CEP)技术随之产生,成为RFID技术领域研究热点之一。它作为一种处理事件间复杂关系的技术能够快速建立事件间关系模型,轻松处理复杂业务逻辑,使系统可扩展性提高、耦合性降低[1]。本文以实际课题项目为背景,针对基于RFID技术的仓储管理系统在开发部署过程所遇到的诸如大规模数据输入、复杂业务逻辑处理、实时处理延迟、系统耦合性高以及可扩展性差等实际问题,将CEP技术引入到基于RFID技术的仓储管理系统,设计并实现基于复杂事件处理(CEP)平台的RFID仓储管理系统。为此,本文主要进行了以下工作:首先,依据项目需求和RFID仓储管理系统在开发部署过程中所遇到的实际问题,分析传统技术与CEP技术的技术特点以及其在大规模数据复杂关系处理和业务逻辑实时处理等方面的解决方法,从项目的功能需求和实际调查出发,讨论CEP技术与传统技术的结合点,对CEP技术在RFID仓储管理系统中的可行性进行分析验证。进而对基于CEP平台的RFID仓储管理系统的总体架构进行设计,详细设计其硬件架构与软件架构。其次,针对系统总体架构与实际需求,在复杂事件处理平台的基础上对基于CEP平台的RFID仓储管理系统进行设计与实现。对每一个功能模块涉及到的消息、事件进行定义,利用类SQL的事件处理语言分析事件之间的复杂关系,处理复杂业务逻辑。并对系统存储历史数据的数据库表单进行设计分析。最后,搭建测试环境,根据项目实际需求设计测试方案,编写测试用例,对基于CEP平台的RFID仓储管理系统进行全面的测试分析,并针对系统可能会在可靠性以及数据规模上进一步增大的情况,提出系统进一步的优化措施。测试结果表明本文设计的基于CEP平台的RFID仓储管理系统很好的解决了基于RFID技术的仓储管理系统所遇到的问题,能满足应用需求并具有一定的应用价值。
[Abstract]:Radio Frequency Identification (RFID), as a highly efficient technology for data acquisition and automatic identification, has developed rapidly in manufacturing, storage and logistics, book management and so on, and has wide application prospects. With the development of RFID technology and the complexity of its application system business, the increasing demand of data scale and processing delay, the complex event processing (CEP) technology has come into being, which has become one of the research hotspots in the field of RFID technology. As a technique to deal with the complex relationship between events, it can quickly set up the relationship model between events, deal with complex business logic easily, improve the system scalability and reduce the coupling [1]. Based on the actual project, this paper aims at the large-scale data input, complex business logic processing, real-time processing delay encountered in the development and deployment process of the RFID based warehouse management system. This paper introduces the CEP technology into the storage management system based on RFID technology, and designs and implements the RFID warehouse management system based on the complex event processing (CEP) platform. For this reason, the main work of this paper is as follows: first, according to the project requirements and RFID warehouse management system in the development and deployment of the actual problems encountered, This paper analyzes the technical characteristics of traditional technology and CEP technology and their solutions in the aspects of large-scale data complex relation processing and business logic real-time processing, starting from the functional requirements of the project and the actual investigation. The combination of CEP technology and traditional technology is discussed, and the feasibility of CEP technology in RFID warehouse management system is analyzed and verified. Then, the overall architecture of RFID warehouse management system based on CEP platform is designed, and its hardware and software architecture are designed in detail. Secondly, the RFID warehouse management system based on CEP platform is designed and implemented on the basis of complex event processing platform. The message and event involved in each function module are defined, and the complex relationship between events is analyzed by the event-processing language of SQL-like, and the complex business logic is processed. And the system storage history data database form design and analysis. Finally, the test environment is built, the test scheme is designed according to the actual requirements of the project, the test cases are compiled, and the RFID warehousing management system based on CEP platform is comprehensively tested and analyzed. Furthermore, further optimization measures are put forward to solve the problem that the reliability and data scale of the system may increase further. The test results show that the RFID warehouse management system based on CEP platform has solved the problems encountered by the storage management system based on RFID technology and can meet the application needs and has certain application value.
【学位授予单位】：电子科技大学
【学位级别】：硕士
【学位授予年份】：2014
【分类号】：TH692.3;TP391.44

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