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qinxiao7418

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IntroductionMachining aims to generate the shape of work-piece form a solid body,or to improve the tolerances and surface finish of a previously formed work-piece,by removing excess materials in the form of Machining is capable of creating geometric configurations,tolerances, and surface finishes often unobtainable by any other However, machining removes materials, which has already been paid for, in the form of relatively small particles that are more difficult to recycle and are in greater danger of becoming Therefore,developments often aim at reducing or-if at all possible-eliminating machining, especially in mass For these reasons, machining has lost some important markets, yet, at the same time, it has also been developing and especially having captured new markets with the application of numerical Some feel for the important of machining may be gained from the observation that in 1983 there were about 2 million metal-cutting machine tools in the unite states ( of which some 5% were numerically controlled ) and that labor and overhead costs amounted to $125 billion, or 3% of the GNP

机械论文英语资料

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天边印

远程故障诊断系统是通过GPRS无线技术将现场车载终端和远程技术诊断中心联系起来,实现即时反应、资源共享、远程监测以及远程诊断的一个系统,它既有传统故障诊断服务方式的优点,又克服了时间、地域的局限。工程机械各部件受所处的环境、温度、水蒸气、粉尘和振动的影响很大,液压系统作为工程机械的核心,结构比较复杂,若出现故障,将会直接影响其工作效率,甚至出现重大的事故。对液压系统进行远程故障实时的检测与诊断,能够缩短工程机械的停机时间,提高经济效益。本文以某重型机械公司HB48混凝土泵车主液压系统为研究对象,采用ATmega16单片机为主控制核心,BenQ M22A GPRS模块为传输单元,设计了一种远程数据采集终端;在分析了液压系统故障常见的故障模式及机理以及神经网络的工作原理的基础上,将BP算法、Hopfield优化的BP算法应用于泵车液压系统故障诊断。通过对基于BP、H-BP和PSO三种神经网络的液压系统故障诊断方法的研究与比较,文章提出了一种先采用粒子群算法优化Hopfield网络权值矩阵后的网络,对原始数据预处理,再进行BP算法诊断结果的故障诊断方法,即PSO-H-BP算法,并将该算法应用于液压系统的故障诊断,验证其有效性和精确性。实验表明:采用ATmega16与BenQ M22A组建的数据采集传输终端能够实现实时采集、快速通讯,具有很好的实用性;PSO-H-BP算法的BP、H-BP相比,具有较高的准确性和可靠性。
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