基于Q-learning的不确定环境BDI Agent最优策略规划研究

BDI模型能够很好地解决在特定环境下的Agent的推理和决策问题,但在动态和不确定环境下缺少决策和学习的能力。强化学习解决了Agent在未知环境下的决策问题,却缺少BDI模型中的规则描述和逻辑推理。针对BDI在未知和动态环境下的策略规划问题,提出基于强化学习Q-learning算法来实现BDI Agent学习和规划的方法,并针对BDI的实现模型ASL的决策机制做出了改进,最后在ASL的仿真平台Jason上建立了迷宫的仿真,仿真实验表明,在加入Q-learning学习机制后的新的ASL系统中,Agent在不确定环境下依然可以完成任务。     

Anchoring single Pt atoms on hollow Ag3VO4 spheres for improved activity towards photocatalytic H2 evolution reaction

The high cost of noble metal catalysts has been a great bottleneck for the catalyst industry. Using the noble metal at a single-atom level for catalytic applications could dramatically decrease the cost. The impacts of single Pt atoms on the photocatalytic performance of Ag₃VO₄ have been investigated and reported. In this report, single Pt atoms were anchored on the surface of Ag₃VO₄ (AVO) as a cocatalyst, and the resultant composite photocatalyst has been studied for photocatalytic H₂ production from water driven by visible light. The as-prepared AVO particles are hollow nanospheres in the monoclinic phase with a bandgap of 2.20 eV. The light absorption edge of AVO/Pt is slightly red-shifted compared to that of the pristine AVO, indicating more visible light absorption of AVO/Pt. The XPS peaks of Ag, V, and Pt exhibit a significant shift after AVO and Pt get into contact, suggesting the strong interaction between the surface Ag and V atoms, and single Pt atoms. After 3-h illumination, the photocatalytic H₂ evolution amount from AVO/Pt is improved up to 1400 μmol, which is 2.8 times that on the bare AVO. Such efficient photocatalytic H₂ evolution on AVO/Pt is still maintained after five reaction cycles. The better photocatalytic performance of AVO/Pt has been attributed to the more efficient visible light utilization and the lower interfacial charge transfer resistance, as demonstrated in the DRS and EIS spectra. The presence of the surface Pt atoms also leads to a higher amount of reactive radicals, which could efficiently promote the surface redox reactions.     

Production of compounded asphalts of improved quality

Paving-and roofing-grade asphalts were obtained at LUKOIL-Permnefteorgsintez Ltd. by mixing peroxidized asphalt and a number of high-boiling unoxidized petroleum products in certain ratios. The asphalts obtained have improved performance characteristics: high plasticity and low brittleness temperature. __________ Translated from Khimiya i Tekhnologiya Topliv i Masel, No. 2, pp. 26–28, May–June, 2006.     

六氟化硫断路器与真空断路器的特性分析

以目前电力系统广泛应用的六氟化硫断路器和真空断路器作为分析对象,从介质特性、结构特性和灭弧特性等几个方面详细介绍了各自的特点。结合运行经验,总结了六氟化硫断路器和真空断路器的优点和缺点。充分了解它们的特性以及优缺点,有助于更合理地选择高压断路器,在实际生产中进行更有效地运行和检修维护。     

基于压电陶瓷动态信息的结构裂纹识别方法

利用压电陶瓷的动态特性和压电系统的动态信息,对铝梁的裂纹损伤进行了分析研究。随着梁裂纹尺寸的增加,压电陶瓷片的导钠幅值下降,且系统固有频率减小。利用导钠幅值的变化和系统的动态信息,可以对裂纹的位置和尺寸大小进行识别。实验证明该方法的有效性。     

深水海底泥浆举升钻井技术及其应用前景

为了解决深水钻井中遇到的问题，由Conoco公司领导的工业联合项目组研发了海底泥浆举升钻井（以下简称SMD）技术。采用该技术进行深水钻井时，隔水管内充满海水，泥浆用小直径管线从海底返回，在返回环空中形成两个压力梯度，实现双梯度控压钻井。文中着重介绍了SMD的理论依据、系统工作原理、系统关键设备以及SMD井控程序的HAZOP分析等。从技术适用性、经济性、装备以及可能存在的风险等方面对该技术在南中国海钻井中使用的可行性进行研究，并展望其应用前景。     

县区电网电压无功控制系统设计

针对目前地区电网电压无功控制的现状,提出了电网电压无功监控系统的设计方案。说明优化控制系统应该实现的功能,选用线性规划(LP)算法为核心程序,正常状态下以有功网损最小为目标函数。依据分离原理提出两层分级控制的系统结构,分析优化控制系统的工作流程及特点。     

基于混合智能的多Agent个性化信息推荐

在基于Agent的个性化网页推荐中，目前主要有两种过滤方法：基于内容的过滤和基于多Agent合作的过滤。在分析了单独使用这两种方法存在的不足之后，提出了基于改进蚁群算法的聚类分析建立用户模型的算法，并给出了结合两种方法优点的用户模型主动学习算法，最后给出了个性化信息推荐模型及相关算法。     

基于循环谱理论的BPSK直扩信号检测

研究了扩频信号的周期平稳性及其循环谱密度函数;在推导出BPSK扩频信号的循环谱密度函数的基础上,提出利用循环谱理论对BPSK直扩信号进行检测,并用MATLAB进行仿真验证。