Research on Intelligent Avoidance Method of Shipwreck Based on Bigdata Analysis

In order to solve the problem that current avoidance method of shipwreck has the problem of low success rate of avoidance, this paper proposes a method of intelligent avoidance of shipwreck based on big data analysis. Firstly,our method used big data analysis to calculate the safe distance of approa...

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Main Authors:	Li Wei, Huang Qian
Format:	Article
Language:	English
Published:	Sciendo 2017-11-01
Series:	Polish Maritime Research
Subjects:	Big data analysis Shipwreck Intelligent avoidance Genetic algorithm
Online Access:	http://www.degruyter.com/view/j/pomr.2017.24.issue-s3/pomr-2017-0125/pomr-2017-0125.xml?format=INT

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spelling	doaj-art-ec75a59b509140548b36172f6e92eee32018-09-02T20:10:32ZengSciendoPolish Maritime Research2083-74292017-11-0124s321322010.1515/pomr-2017-0125pomr-2017-0125Research on Intelligent Avoidance Method of Shipwreck Based on Bigdata AnalysisLi Wei0Huang Qian1Information Center, Renmin Hospital of Wuhan University, Wuhan 430060, ChinaWuchang Polytechnic College, Wuhan 430060, ChinaIn order to solve the problem that current avoidance method of shipwreck has the problem of low success rate of avoidance, this paper proposes a method of intelligent avoidance of shipwreck based on big data analysis. Firstly,our method used big data analysis to calculate the safe distance of approach of ship under the head-on situation, the crossing situation and the overtaking situation.On this basis, by calculating the risk-degree of collision of ships,our research determined the degree of immediate danger of ships.Finally, we calculated the three kinds of evaluation function of ship navigation, and used genetic algorithm to realize the intelligent avoidance of shipwreck.Experimental result shows that compared the proposed method with the traditional method in two in a recent meeting when the distance to closest point of approach between two ships is 0.13nmile, they can effectively evade.The success rate of avoidance is high.http://www.degruyter.com/view/j/pomr.2017.24.issue-s3/pomr-2017-0125/pomr-2017-0125.xml?format=INTBig data analysisShipwreckIntelligent avoidanceGenetic algorithm
institution	Open Data Bank
collection	Open Access Journals
building	Directory of Open Access Journals
language	English
format	Article
author	Li Wei Huang Qian
spellingShingle	Li Wei Huang Qian Research on Intelligent Avoidance Method of Shipwreck Based on Bigdata Analysis Polish Maritime Research Big data analysis Shipwreck Intelligent avoidance Genetic algorithm
author_facet	Li Wei Huang Qian
author_sort	Li Wei
title	Research on Intelligent Avoidance Method of Shipwreck Based on Bigdata Analysis
title_short	Research on Intelligent Avoidance Method of Shipwreck Based on Bigdata Analysis
title_full	Research on Intelligent Avoidance Method of Shipwreck Based on Bigdata Analysis
title_fullStr	Research on Intelligent Avoidance Method of Shipwreck Based on Bigdata Analysis
title_full_unstemmed	Research on Intelligent Avoidance Method of Shipwreck Based on Bigdata Analysis
title_sort	research on intelligent avoidance method of shipwreck based on bigdata analysis
publisher	Sciendo
series	Polish Maritime Research
issn	2083-7429
publishDate	2017-11-01
description	In order to solve the problem that current avoidance method of shipwreck has the problem of low success rate of avoidance, this paper proposes a method of intelligent avoidance of shipwreck based on big data analysis. Firstly,our method used big data analysis to calculate the safe distance of approach of ship under the head-on situation, the crossing situation and the overtaking situation.On this basis, by calculating the risk-degree of collision of ships,our research determined the degree of immediate danger of ships.Finally, we calculated the three kinds of evaluation function of ship navigation, and used genetic algorithm to realize the intelligent avoidance of shipwreck.Experimental result shows that compared the proposed method with the traditional method in two in a recent meeting when the distance to closest point of approach between two ships is 0.13nmile, they can effectively evade.The success rate of avoidance is high.
topic	Big data analysis Shipwreck Intelligent avoidance Genetic algorithm
url	http://www.degruyter.com/view/j/pomr.2017.24.issue-s3/pomr-2017-0125/pomr-2017-0125.xml?format=INT
_version_	1612627417677955072

Research on Intelligent Avoidance Method of Shipwreck Based on Bigdata Analysis

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