本文選題：RFID + CEP　； 參考：《電子科技大學(xué)》2014年碩士論文

【摘要】：射頻識別(Radio Frequency Identification,RFID)作為一種高效率的數(shù)據(jù)采集與自動識別技術(shù),在諸如生產(chǎn)制造、倉儲物流、圖書管理等方面發(fā)展迅速,應(yīng)用前景廣闊。隨著RFID技術(shù)的發(fā)展與其應(yīng)用系統(tǒng)業(yè)務(wù)愈加復(fù)雜、數(shù)據(jù)規(guī)模增大、處理延時減少等要求的不斷提高,復(fù)雜事件處理(Complex Event Processing,CEP)技術(shù)隨之產(chǎn)生,成為RFID技術(shù)領(lǐng)域研究熱點(diǎn)之一。它作為一種處理事件間復(fù)雜關(guān)系的技術(shù)能夠快速建立事件間關(guān)系模型,輕松處理復(fù)雜業(yè)務(wù)邏輯,使系統(tǒng)可擴(kuò)展性提高、耦合性降低[1]。本文以實(shí)際課題項(xiàng)目為背景,針對基于RFID技術(shù)的倉儲管理系統(tǒng)在開發(fā)部署過程所遇到的諸如大規(guī)模數(shù)據(jù)輸入、復(fù)雜業(yè)務(wù)邏輯處理、實(shí)時處理延遲、系統(tǒng)耦合性高以及可擴(kuò)展性差等實(shí)際問題,將CEP技術(shù)引入到基于RFID技術(shù)的倉儲管理系統(tǒng),設(shè)計并實(shí)現(xiàn)基于復(fù)雜事件處理(CEP)平臺的RFID倉儲管理系統(tǒng)。為此,本文主要進(jìn)行了以下工作:首先,依據(jù)項(xiàng)目需求和RFID倉儲管理系統(tǒng)在開發(fā)部署過程中所遇到的實(shí)際問題,分析傳統(tǒng)技術(shù)與CEP技術(shù)的技術(shù)特點(diǎn)以及其在大規(guī)模數(shù)據(jù)復(fù)雜關(guān)系處理和業(yè)務(wù)邏輯實(shí)時處理等方面的解決方法,從項(xiàng)目的功能需求和實(shí)際調(diào)查出發(fā),討論CEP技術(shù)與傳統(tǒng)技術(shù)的結(jié)合點(diǎn),對CEP技術(shù)在RFID倉儲管理系統(tǒng)中的可行性進(jìn)行分析驗(yàn)證。進(jìn)而對基于CEP平臺的RFID倉儲管理系統(tǒng)的總體架構(gòu)進(jìn)行設(shè)計,詳細(xì)設(shè)計其硬件架構(gòu)與軟件架構(gòu)。其次,針對系統(tǒng)總體架構(gòu)與實(shí)際需求,在復(fù)雜事件處理平臺的基礎(chǔ)上對基于CEP平臺的RFID倉儲管理系統(tǒng)進(jìn)行設(shè)計與實(shí)現(xiàn)。對每一個功能模塊涉及到的消息、事件進(jìn)行定義,利用類SQL的事件處理語言分析事件之間的復(fù)雜關(guān)系,處理復(fù)雜業(yè)務(wù)邏輯。并對系統(tǒng)存儲歷史數(shù)據(jù)的數(shù)據(jù)庫表單進(jìn)行設(shè)計分析。最后,搭建測試環(huán)境,根據(jù)項(xiàng)目實(shí)際需求設(shè)計測試方案,編寫測試用例,對基于CEP平臺的RFID倉儲管理系統(tǒng)進(jìn)行全面的測試分析,并針對系統(tǒng)可能會在可靠性以及數(shù)據(jù)規(guī)模上進(jìn)一步增大的情況,提出系統(tǒng)進(jìn)一步的優(yōu)化措施。測試結(jié)果表明本文設(shè)計的基于CEP平臺的RFID倉儲管理系統(tǒng)很好的解決了基于RFID技術(shù)的倉儲管理系統(tǒng)所遇到的問題,能滿足應(yīng)用需求并具有一定的應(yīng)用價值。
[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.
【學(xué)位授予單位】：電子科技大學(xué)
【學(xué)位級別】：碩士
【學(xué)位授予年份】：2014
【分類號】：TH692.3;TP391.44

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