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Estimation on the Reliability of Farm Vehicle Based on Artificial Neural Network

Estimation on the Reliability of Farm Vehicle Based on Artificial Neural Network
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摘要 As a peculiar product in China today,farm vehicles play an important role in economic construction and development of the countryside,but its work reliability remains low.In this paper truncated tracking was used to solve the low reliability of farm vehicles.Relevant reliability data were obtained by tracking a certain model vehicle and conducting reliability experiments.Data analysis revealed the weakest part of the vehicle system was the engine assembly.The theory of Artificial Neural Network was employed to estimate a parameter of the reliability model based on self-adaptive linear neural network,and the reliability function educed by the estimation could provide important theory references for reliability reassignment,manufacture and management of farm transport vehicles. As a peculiar product in China today,farm vehicles play an important role in economic construction and development of the countryside,but its work reliability remains low.In this paper truncated tracking was used to solve the low reliability of farm vehicles.Relevant reliability data were obtained by tracking a certain model vehicle and conducting reliability experiments.Data analysis revealed the weakest part of the vehicle system was the engine assembly.The theory of Artificial Neural Network was employed to estimate a parameter of the reliability model based on self-adaptive linear neural network,and the reliability function educed by the estimation could provide important theory references for reliability reassignment,manufacture and management of farm transport vehicles.
作者 WANG Jinwu
机构地区 Engineering College
出处 《Journal of Northeast Agricultural University(English Edition)》 CAS 2008年第4期45-48,共4页 东北农业大学学报(英文版)
基金 Supported by the Education Project of Heilongjiang Province Office(9551022)
关键词 farm vehicle reliability model neural network farm vehicle, reliability model, neural network
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