Design of Time Series Data Integration Management Model Based on MAS
LI Chunsheng
ZHANG Yong
ZHANG Kejia
SONG Jia
Abstract：In the process of pattern mining applied to industrial production decision-making,in order to reduce the complexity of timing data and improve the efficiency of data preprocessing,based on the time series data model(SC model),combining the business management process and working characteristics,the case sample structure(SCSM structure)is designed. Using SCSM structure,MAS technology is introduced,from the Agent monomer structure.Based on time-series data body MAS framework,man-agement strategy and other aspects of in-depth study,by learning from Center-Round management mode,the design of time series data integration management model(DM-MAS model)based on MAS is completed.So as to solve the problem of large amount of computation of time series data,low efficiency of data conversion and poor data accessibility,the purpose of improving system ro-bustness and data processing is also achieved.Finally,combined with the oil field production process,DM-MAS model is used to achieve the oil field production operation data integration management system design.At the same time,the feasibility of the model is verified by instance test and comparative analysis.
Keywords：Agentdata integrationtiming dataMAS framework
Publication Date：2018-01-01
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：5( 928-932 )