A modified particle swarm optimization with multiple subpopulations for multimodal function optimization problems

In this paper, a modified particle swarm optimization (PSO) algorithm is developed for solving multimodal function optimization problems. The difference between the proposed method and the general PSO is to split up the original single population into several subpopulations according to the order of particles. The best particle within each subpopulation is recorded and then applied into the velocity updating formula to replace the original global best particle in the whole population. To update all particles in each subpopulation, the modified velocity formula is utilized. Based on the idea of multiple subpopulations, for the multimodal function optimization the several optima including the global and local solutions may probably be found by these best particles separately. To show the efficiency of the proposed method, two kinds of function optimizations are provided, including a single modal function optimization and a complex multimodal function optimization. Simulation results will demonstrate the convergence behavior of particles by the number of iterations, and the global and local system solutions are solved by these best particles of subpopulations.     

Efficient hydrogen production for industry and electricity storage via high-temperature electrolysis

The paper describes the development status of Sunfire's reversible solid oxide cell (RSOC) technology. Here, Sunfire is a pioneer in the field of high-temperature electrolysers (HTE) for renewable hydrogen production which can be operated as a fuel cell for power generation in a reverse mode. The maturity of the technology is improved stepwise so that first applications in the field of hydrogen production for industry and electricity storage can be tackled. Three application examples where larger scale prototype has been installed will be discussed: 1) A power-to-power electricity storage based on hydrogen, 2) a RSOC unit that is installed in an iron and steel works, and 3) a pressurized SOEC prototype which will be integrated with a methanation unit. Results show the potentials of the technology in connection with fluctuating renewable energy sources.     

预应力混凝土受弯构件反向变形控制与验算

为解决国内外有关标准和文献对预应力混凝土受弯构件的变形控制不完善的问题,结合工程实践,经过试算,提出了反向变形限值.对预应力混凝土受弯构件反向变形影响因素进行了分析,对采用限制有效压应力来间接控制预应力混凝土受弯构件反向变形的方法进行了探讨.对于预应力混凝土板,以计算跨度、跨高比及控制截面预应力筋的位置为影响因素,计算得到了预应力混凝土板控制截面有效压应力限值.对于预应力混凝土梁,以计算跨度、跨高比及梁的负荷范围为影响因素,分析得到了梁控制截面有效压应力变化规律,并计算得到了预应力混凝土梁控制截面有效压应力限值计算公式.     

基于改进加权质心和UKF的移动目标定位算法

为了解决传统算法对于移动目标定位误差较大的问题,提出了一种基于接受信号强度指示(RSSI)的改进加权质心定位算法,并结合一种改进的UKF算法对RSSI进行有效滤波。针对传统质心定位算法只能静态设置权重的缺陷,提出利用定位误差对距离进行修正,有效提高了算法的定位精度。对于标准UKF算法,在采样过程中采用改进最小偏度策略,引入调节因子,保证了预测方差矩阵的半正定性,并且在滤波更新过程中采用衰减记忆滤波方法,有效抑制了滤波发散,提高了滤波精度。仿真实验结果证明了本文算法的正确性和有效性。     

论OA系统的文档类型

本文论述了在开发OA系统过程中,如何选择合适的文档类型。文中给出了具体方案,并对文档类型的标准化及未来的发展趋势进行了分析。     

道路网络中的连续最近邻查询

为了减少连续最近邻查询中计算K个最近邻的次数和减小算法需要的存储空间,提出一种道路网络中求连续最近邻的方法。给出分点的计算方法及连续最近邻查询算法,对算法的正确性、可终止性进行证明,并分析算法复杂度。与相关算法进行实验比较,得出该算法更适合于对象频繁发生变化的实际网络。     

Stability analysis for discrete delayed Markovian jumping neural networks with partly unknown transition probabilities

This paper addresses the analysis problem of asymptotic stability for a class of uncertain neural networks with Markovian jumping parameters and time delays. The considered transition probabilities are assumed to be partially unknown. The parameter uncertainties are considered to be norm-bounded. A sufficient condition for the stability of the addressed neural networks is derived, which is expressed in terms of a set of linear matrix inequalities. A numerical example is given to verify the effectiveness of the developed results.     

随机时变时滞非线性马尔可夫跳跃系统故障检测问题研究

本文研究一类具有随机时变时滞及随机发生非线性(RONs)的离散时间马尔可夫跳跃系统的故障检测问题.针对多重时变时滞发生时所具有的随机特性,使用相互独立的伯努利随机过程来刻画这一现象.进一步地,在故障检测研究中考虑一类由伯努利分布白序列描述的随机非线性干扰.本文的目的是设计一个故障检测滤波器,使得整个误差动态系统满足均方指数稳定及相应的H∞性能指标.通过Lyapunov稳定性理论及随机分析技术,建立满足均方指数稳定和H∞干扰抑制的充分条件,进而使用半定程序方法求解一个凸优化问题,获取所设计的故障检测滤波器增益特性.最后,通过仿真算例证实了该设计方法的实用性和有效性.     

数字心率计的单片机设计与实现

心率计是用来测量人体心脏跳动的次数的仪器,通过测量人体的心率反应身体的健康程度,因此测量的精确和性价比是衡量的一项重要指标。设计从简单和经济实用角度出发,采用普通的TCRT5000反射型光电传感器采集信号,经过放大电路、滤波电路、比较电路将输入信号变换为单片机所能够识别的脉冲信号,经单片机STC89C52进行定时、计数处理后通过显示电路显示输出,最终实现瞬时心率和平均心率的精确测量。