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Study On The Storage Space Optimization And Cargo Information Monitoring System

Posted on:2018-02-27Degree:MasterType:Thesis
Country:ChinaCandidate:X ChenFull Text:PDF
GTID:2348330533462693Subject:Control engineering
Abstract/Summary:PDF Full Text Request
Automated warehouse has the functions of storage,access and distribution of cargo,which is an important part of automated logistics system.As a highly automated integrated system,it has been widely used in various fields of industrial production.The storage location optimization and cargo information monitoring are the two major factors which directly affect the efficiency and safety of the storage system,and they have an important significance for the further research of the automated warehouse.With the research object of automated warehouse in our school automation logistics system,optimization of distribution of cargo in warehouse and cargo information monitoring is studied based on the experimental platform in this paper.A genetic algorithm based on taboo search is proposed to solve the problem of optimal allocation of cargo in warehousing operations,A set of cargo information monitoring system based on RFID technology is designed to solve the problem of cargo information monitoring.The main research contents include:First of all,on the basis of the analysis of the automated warehouse platform,two research points are excavated,they are the optimal allocation of cargo and cargo information monitoring system design.And according to its functional requirements,the overall design is given.Secondly,through the analysis of the allocation rules of cargo location optimization,multi-objective cargo location optimization model is established.In the model,he main goal is to improve the efficiency of warehousing operations,the secondary target is to ensure that shelf stability.Then,in order to obtain a better location assignment scheme,through the analysis of genetic algorithm and taboo search algorithm,avoiding weaknesses and fusion optimization,an optimal allocation algorithm is proposed which is genetic algorithm based on taboo search.The algorithm is used to solve the model.And the optimization results is validated through the case analysis.The algorithm is used to solve the model.And the optimization results is validated through the case analysis.Finally,in order to solve the problem of low efficiency and error in manual recording of the manual information in the automated warehouse experiment platform,a set of cargo based on the information monitoring system of RFID technology is designed to realize the acquisition,outbound cargo information warehousing of cargo information collection,the library inventory and the storage cargo information query in this paper.Through using the Visual C ++ and access software,the hierarchical architecture is used to develop the data acquisition layer,the network communication layer,the data storage layer and the system application layer respectively in the design.And a friendly man-machine interface is provided for the operator.The results show that the system has reached the design requirements,and it is more efficient than manual recording of cargo information.
Keywords/Search Tags:Automated warehouse, Cargo optimization, Genetic algorithm, Taboo search algorithm, RFID Technology
PDF Full Text Request
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