Heuristic Dynamic Programming Using Echo State Network For Multivariable Tracking Control Of Wastewater Treatment Process

This paper proposes a heuristic dynamic programming (HDP) scheme to simultaneously control the dissolved oxygen concentration and the nitrate level in wastewater treatment processes (WWTP). Unlike traditional HDP schemes, the optimal control values are calculated in an analytical way by the proposed HDP controller. It can reduce the learning burden of the HDP controller to a great extent. The system model and the evaluation index J are approximated by two echo state networks (ESNs). Gradient‐based learning algorithms are employed to train both ESNs online, and the convergence of the training algorithm is investigated based on Lyapunov theory. The performance of the proposed ESN‐based HDP (E‐HDP) controller is tested and evaluated on a WWTP benchmark. Experimental results demonstrate that the proposed approach can achieve effective performance.     

基于LabVIEW的某型舵机综合性能测试系统

某型新研舵机性能需要严格而有效的测试;利用LabVIEW平台,开发了一种舵机综合性能测试系统;整个系统基于PXI总线进行构建,以保证系统测试的精确性和可靠性,能够产生对舵机的控制信号,同时实现数据的采集和存储,波形的实时显示,测试数据的分析、保存和打印等功能;该系统已应用在某型舵机性能测试中;试验结果表明,该系统操作方便,运行稳定,测试结果精确可靠.     

AMI通信网络中微功率无线通信的性能测试技术及系统研究

微功率无线通信是高级量测体系的主要通信方式之一,各厂家的通信模块性能不一,测试技术尚未形成统一的规范;设计了微功率无线通信的测试系统,由射频性能测试系统和协议一致性分析系统组成;系统采用屏蔽测试箱、多功能电磁波小室、综合测试分析仪、误码分析仪、标准协议信号源等模块组成,屏蔽箱对800 MHz频率以下的无线电信号有超过70dB的抑制,可以提供相对纯净的无线电暗室环境,减少外界无线电波的干扰;测试频率范围为30MHz~1GHz,提供66个测试频点,测试频率误差小于2ppm,误码测试精度小于0.001%,功率测试精度(闭环)为5%(0.2dB);实现了在实验室情况下对微功率无线网络性能的全面测试和评估,具备很好可操作性、便利性和可复现性。     

无传感器同步电机长线驱动性能的仿真和评估

鉴于优良的环境适应性和高效能等原因,基于无传感器控制的同步电机应用日益广泛;众所周知,传输线路过长会带来阻抗不匹配、损耗以及串扰等诸多不利影响,会直接制约无传感器同步电机的远控应用;针对上述问题,以液氮环境下的实际电机长线驱动系统为例,利用Portunus仿真平台对系统及其核心部件(同步电机、三相传输线以及变频器)进行了建模、仿真和评估;结合真实液氮负载环境下的试验数据,比对验证了上述仿真与评估结果的准确性,展现了流体负载的周期性脉动特性引发系统电机异常抖振的作用机理.     

基于半实物仿真的效能评估系统设计

针对通信系统的效能评估提出了一种半实物仿真系统的设计及实现方式,综合分析了国外半实物仿真系统的发展状况和研究成果。提出了一种可行的半实物仿真系统的总体框架和系统组成,详述了半实物仿真系统中核心设备一节点云模拟器和电台半实物仿真设备的设计和实现思路,最后描述了以此半实物仿真系统为基础构建的通信系统效能评估系统,并给出系统所具备的测试能力。     

基于VMware的虚拟机性能分析

随着计算机在工作中运用的越来越多,企业为了共享资源和节约成本,越来越多的利用的虚拟化技术。本文从虚拟机、虚拟机的历史、VMware简介、工作模式以及性能分析和对比等方面出来,发掘出从2009年开始,VMware在虚拟机方面带来的卓越变化。     

基于De Bruijn图的De Novo序列组装软件性能分析

随着新一代测序技术的发展,一些新的全基因组组装算法应运而生,特别是针对第三代高通量测序仪产生的海量短序列的组装软件被不断开发出来,这些组装软件渐渐走向市场。但是,由于这些组装软件的适用性和其性能的差别,选择一款性能优良的组装工具或者开发并行高吞吐的组装工具成为了当前面临的一大难题。本文选取基于 De Bruijn 图算法开发的 4 款 De Novo 组装的软件（Velvet、SOAPdenovo、IDBA、ABySS）对 4 种物种的基因组的模拟数据进行测试,并从软件的算法、组装性能和组装质量 3 个方面分析这 4 个软件的性能,同时根据其算法特点推断影响这些软件性能的关键因素,并给出软件的使用建议以及开发并行序列组装工具来组装超大规模的基因数据应该注意的问题。     

Efficient digital certificate verification in wireless public key infrastructure using enhanced certificate revocation list

ABSTRACT

Public key cryptography is widely used for secure data transfer in various applications. The Public key infrastructure provides a foundation that supports public key cryptography, and it is required to deliver the public keys to existing systems or users securely. The public key is exchanged digitally in the form of digital certificates having a certain period of validity. Circumstances may arise under which the validity of the certificates should be ceased, and they need to be revoked. The fast growth of e-commerce demands verification and data transfers to be done in minimum time to maintain high efficiency of communication. In this paper, a new method of developing certificate revocation lists is proposed. The formal model of enhanced PKI for mobile commerce security is put forward. The performance of NTRU is compared with the RSA algorithm and the ElGamal algorithm. The paper also sets forth a comparative analysis of the proposed method with other existing techniques. The results show that the proposed technology has the upper hand over the current methods.     

System Project Failure: The Heuristics of Risk

Abstract

System project failures are a well-known part of systems development; however, all the potential risks of planning and executing a project effort are not This article offers heuristic guidelines to help IS managers assess these inherent risk factors before initiating and while executing a project. Case examples illustrate how a particular risk factor can result in a failed systems development effort.     

Investigating Knowledge Management Factors Affecting Chinese ICT Firms Performance: An Integrated KM Framework

This article sets out to investigate the critical factors of Knowledge Management (KM) which are considered to have an impact on the performance of Chinese information and communication technology (ICT) firms. This study confirms that the cultural environment of an enterprise is central to its success in the context of China. It shows that a collaborated, trusted, and learning environment within ICT firms will have a positive impact on their KM performance.