基于JADE的集裝箱港口堆場(chǎng)作業(yè)多Agent仿真系統(tǒng)開發(fā)
發(fā)布時(shí)間:2018-07-13 18:09
【摘要】:集裝箱港口堆場(chǎng)作為整個(gè)集裝箱港口系統(tǒng)的關(guān)鍵環(huán)節(jié),其作業(yè)情況很大程度上影響了港口集裝箱的吞吐量。由于集裝箱港口堆場(chǎng)作業(yè)的復(fù)雜性,如何利用基于Agent的建模和仿真方法建立一個(gè)針對(duì)集裝箱港口堆場(chǎng)作業(yè)的仿真系統(tǒng)是本文研究的重點(diǎn)。本文以集裝箱港口堆場(chǎng)作業(yè)為研究對(duì)象,在了解堆場(chǎng)作業(yè)的空間布局、倒箱作業(yè)、設(shè)備調(diào)度、大門布局等問題以及多Agent在集裝箱港口領(lǐng)域的發(fā)展的基礎(chǔ)上,利用基于JADE (Java Agent Development framework)的多Agent建模和仿真方法構(gòu)建并實(shí)現(xiàn)一個(gè)針對(duì)集裝箱港口堆場(chǎng)作業(yè)的仿真系統(tǒng),主要研究工作包括: (1)集裝箱港口堆場(chǎng)作業(yè)系統(tǒng)分析。在明確堆場(chǎng)的基本構(gòu)成與內(nèi)部布局基礎(chǔ)上,進(jìn)行關(guān)鍵作業(yè)流程的詳細(xì)分析,構(gòu)建基于Agent的人員、設(shè)備和設(shè)施模型。(2)基于JADE的集裝箱港口堆場(chǎng)作業(yè)多Agent仿真系統(tǒng)設(shè)計(jì)。本文將仿真系統(tǒng)的基本框架設(shè)計(jì)為包含JAVA層、JADE層、控制層和應(yīng)用層的四層體系,應(yīng)用多Agent的建模和仿真技術(shù)對(duì)控制層和應(yīng)用層進(jìn)行了詳細(xì)設(shè)計(jì)。 (3)仿真系統(tǒng)的實(shí)現(xiàn)。基于前述研究基礎(chǔ),開發(fā)一個(gè)基于JADE的集裝箱港口堆場(chǎng)作業(yè)過程的多Agent仿真系統(tǒng)。該仿真系統(tǒng)的設(shè)計(jì)和實(shí)現(xiàn)側(cè)重于集裝箱港口堆場(chǎng)作業(yè)全局,從堆場(chǎng)作業(yè)系統(tǒng)整體性的角度出發(fā),采用基于Agent的建模和仿真方法對(duì)集裝箱港口堆場(chǎng)作業(yè)建立仿真模型,借助Agent的自主行為等特點(diǎn)通過建立各種類型的人員Agent、設(shè)備Agent和設(shè)施Agent來仿真模擬集裝箱港口堆場(chǎng)作業(yè)情況;诜抡嫫脚_(tái)的建立和仿真系統(tǒng)的運(yùn)行結(jié)果,驗(yàn)證了基于JADE的多Agent仿真系統(tǒng)的可行性。同時(shí)也為今后合理配置堆場(chǎng)作業(yè)資源的集裝箱港口堆場(chǎng)作業(yè)的管理決策提供了科學(xué)依據(jù),有利于提高堆場(chǎng)人員、設(shè)備和設(shè)施利用率,提高集裝箱吞吐量。
[Abstract]:As the key link of the whole container port system, the container yard affects the throughput of the port container to a great extent. Because of the complexity of container port yard operation, how to use the modeling and simulation method based on Agent to establish a simulation system for container port yard operation is the focus of this paper. This paper takes container port yard operation as the research object, on the basis of understanding the space layout of yard operation, inverted box operation, equipment scheduling, gate layout and so on, as well as the development of multi Agent in container port field. Based on Jade (Java Agent Development framework), a simulation system for container port yard operation is constructed and implemented by using multi-Agent modeling and simulation method. The main research work includes: (1) Container port yard operation system analysis. On the basis of defining the basic composition and internal layout of the yard, the key operation flow is analyzed in detail, and the personnel, equipment and facilities model based on Agent is constructed. (2) the design of multi-Agent simulation system for container yard operation based on Jade. In this paper, the basic framework of the simulation system is designed as a four-layer system including Java layer Jade layer, control layer and application layer, and the control layer and application layer are designed in detail by using the modeling and simulation technology of multiple Agent. (3) the realization of simulation system. Based on the above research, a multi-Agent simulation system for container yard operation based on Jade is developed. The design and implementation of the simulation system focus on the overall situation of the container port yard operation. From the perspective of the integrity of the yard operation system, the modeling and simulation method based on Agent is adopted to establish the simulation model of the container port yard operation. With the help of the independent behavior of Agent, various types of personnel agents, equipment Agent and facility Agent are established to simulate the operation of container port yard. Based on the establishment of simulation platform and the results of simulation system, the feasibility of multi-Agent simulation system based on Jade is verified. At the same time, it also provides scientific basis for the management decision of container port yard operation, which can improve the utilization ratio of yard personnel, equipment and facilities, and improve container throughput.
【學(xué)位授予單位】:大連理工大學(xué)
【學(xué)位級(jí)別】:碩士
【學(xué)位授予年份】:2015
【分類號(hào)】:U691;TP391.9
本文編號(hào):2120305
[Abstract]:As the key link of the whole container port system, the container yard affects the throughput of the port container to a great extent. Because of the complexity of container port yard operation, how to use the modeling and simulation method based on Agent to establish a simulation system for container port yard operation is the focus of this paper. This paper takes container port yard operation as the research object, on the basis of understanding the space layout of yard operation, inverted box operation, equipment scheduling, gate layout and so on, as well as the development of multi Agent in container port field. Based on Jade (Java Agent Development framework), a simulation system for container port yard operation is constructed and implemented by using multi-Agent modeling and simulation method. The main research work includes: (1) Container port yard operation system analysis. On the basis of defining the basic composition and internal layout of the yard, the key operation flow is analyzed in detail, and the personnel, equipment and facilities model based on Agent is constructed. (2) the design of multi-Agent simulation system for container yard operation based on Jade. In this paper, the basic framework of the simulation system is designed as a four-layer system including Java layer Jade layer, control layer and application layer, and the control layer and application layer are designed in detail by using the modeling and simulation technology of multiple Agent. (3) the realization of simulation system. Based on the above research, a multi-Agent simulation system for container yard operation based on Jade is developed. The design and implementation of the simulation system focus on the overall situation of the container port yard operation. From the perspective of the integrity of the yard operation system, the modeling and simulation method based on Agent is adopted to establish the simulation model of the container port yard operation. With the help of the independent behavior of Agent, various types of personnel agents, equipment Agent and facility Agent are established to simulate the operation of container port yard. Based on the establishment of simulation platform and the results of simulation system, the feasibility of multi-Agent simulation system based on Jade is verified. At the same time, it also provides scientific basis for the management decision of container port yard operation, which can improve the utilization ratio of yard personnel, equipment and facilities, and improve container throughput.
【學(xué)位授予單位】:大連理工大學(xué)
【學(xué)位級(jí)別】:碩士
【學(xué)位授予年份】:2015
【分類號(hào)】:U691;TP391.9
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,本文編號(hào):2120305
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