一类非线性系统结构适应式预报器及其应用

本文给出一种变结构式推广的递推梯度算法和一类非线性系统结构适应式预报器。这种算法能够自动改变模型的结构。通过油田预报实践,表明这种预报器能跟踪系统结构性变化,从而提高变结构系统的预报精度。     

基于BP神经网络算法的Ti-6Al-4V激光NiAl-VC合金化的工艺研究

为了进一步提高Ti-6Al-4V的性能,以满足其在工程中更广泛的运用,研究了在Ti-6Al-4V激光NiAl-VC合金化的工艺。以改变激光功率、激光扫描速度和粉末质量含量比例进行了工艺实验,采用BP神经网络(BP-NN)算法,建立了合金化层性能与工艺参数之间的关系模型,并通过验证实验表明预测效果良好,具有可行性。采用BP-NN算法进行了模拟实验,分析了不同工艺参数条件对合金化层深度、宽度、平均硬度、最高硬度的影响规律。本研究对Ti-6Al-4V激光NiAl-VC合金化的实践应用具有指导意义和参考价值。     

解析”阳光体育运动”信息化背景下的学校体育教学改革

随着社会对人才要求的提高,国家更加重视青少年德、智、体、美、劳全方面发展,并提出了阳光体育运动。为了响应这一号召,学校开始大力加强健康体育理论知识教学,开展现代化体育教学课程。本文分析了阳光体育下学校体育教学存在的问题,并阐述阳光体育运动对学生成长的重要意义。     

Comparison between two statistical models for prediction of turkey breast meat colour

The aims of the present study were: (1) to determine the relevant objective measurements which could express visual assessment of turkey meat colour; and (2) to use these variables for the early prediction of the colour development of turkey breast meat.

The colour of the meat was assessed subjectively by an expert at a processing plant at 24 hr post mortem, using a four-category scale (score a: light-pale meat, score b: light pink meat or normal meat, score c: dark meat, score d: very dark meat).

Objective measurements included meat pH, temperature, dielectric loss factor, pigment concentration, L^* (lightness), a^* (redness) and b^* (yellowness) colour coordinates determined at different times post mortem.

Colour coordinates and pH were chosen as relevant variables when measured at 1 and 4 hr post mortem and were used in prediction models. Linear analysis (canonical discriminant analysis) showed that the efficiency of prediction was 15%. A non-linear analysis (neural network) gave better prediction; the colour of the meat being correctly predicted for 70% of the muscles.     

Dweb model: Representing Web 2.0 dynamism

Due to the increase in the number and popularity of applications such as e-commerce or on-line booking systems, typical of the Web 2.0, dynamic contents are becoming more and more frequent. This trend suggests the review of widely accepted paradigms and models for the World Wide Web. As a system that is continuously changing, both in the offered applications and in its infrastructure, performance evaluation studies are a main concern to provide sound proposals when designing new web-related systems. Although the dynamism in the workload characterization has also been tackled in previous research, it has not been modeled in a precise way yet because of its complex nature.In this paper we propose the Dweb model which represents the dynamism of current web applications in the workload characterization. Dweb is based on three main concepts that allow to model dynamic workload: navigation, workload test and workload distribution. In addition, a dynamic workload generator has been implemented to show the practical application of the proposed model, which has been illustrated through a case study.     

Managing redundancy in CAN-based networks supporting N-Version Programming

Software is a major source of reliability degradation in dependable systems. One of the classical remedies is to provide software fault tolerance by using N-Version Programming (NVP). However, due to requirements on non-standard hardware and the need for changes and additions at all levels of the system, NVP solutions are costly, and have only been used in special cases.In a previous work, a low-cost architecture for NVP execution was developed. The key features of this architecture are the use of off-the-shelf components including communication standards and that the fault tolerance functionality, including voting, error detection, fault-masking, consistency management, and recovery, is moved into a separate redundancy management circuitry (one for each redundant computing node).In this article we present an improved design of that architecture, specifically resolving some potential inconsistencies that were not treated in detail in the original design. In particular, we present novel techniques for enforcing replica determinism.Our improved architecture is based on using the Controller Area Network (CAN). This choice goes beyond the obvious interest of using standards in order to reduce the cost, since all the rest of the architecture is designed to take full advantage of the CAN standard features, such as data consistency, in order to significantly reduce the complexity, the efficiency and the cost of the resultant system.Although initially developed for NVP, our redundancy management circuitry also supports other software replication techniques, such as active replication.     

Surface nanocrystallization of Ni3Al by surface mechanical attrition treatment

The mechanical property and microstructure evolutions of Ni₃Al intermetallic compound subjected to surface mechanical attrition treatment (SMAT) were investigated in relation to surface nanocrystalization. Grain size in topmost surface of SMATed Ni₃Al alloy was refined to a minimum size of about 10 nm, and then increased with the enhancement of the depth from surface to matrix. The original ordered L1₂ phase transformed to Ni (Al) solid solution with a disordered face-centered cubic structure. The maximum nanohardness of the deformed Ni₃Al alloy was near 12 GPa. The microstructure evolution including the variation of defects during the SMAT as well as post-annealing processes showed that the surface nanocrystallization of Ni₃Al intermetallic compound was predominantly controlled by dislocations which divided the coarse grains. The different microstructures at each sublayer illustrated that the nanocrystallization process was decided by the accumulated energy resulted from plastic strain.     

Sustainability metrics for eco-technologies assessment, Part II. Life cycle analysis

This work presents a sustainability analysis of CO₂ reuse to produce dimethyl carbonate (DMC) via ethylene oxide (ROUTE A) and via urea methanolysis (ROUTE B). Two different technologies are considered in ROUTE A: reaction followed by separation and reactive distillation. Life cycle analyses of the ROUTES are presented employing sustainability analysis performed in HYSYS process simulator, along with WAR Algorithm. Process economical optimization is performed to maximize the processes profitability. A sustainability function, defined as a 2D indicator involving both economical and environmental aspects, is calculated for the optimized processes. Additional sustainability indexes are evaluated: material index, energy index, and ecoefficiency. The results, under both economical and environmental aspects, show that ROUTE A is the most sustainable. The study also points to the relevance of the frontier set between the domains cradle-to-gate and gate-to-gate in assessing process sustainability during LCA.     

钢帘线用线材SWRH72A奥氏体晶粒度的快速检测

探索了钢帘线用线材SWRH72A奥氏体晶粒度的一种快速、准确的检测方法,采用特殊的加热制度和加热方式获得试样次表面的半脱碳层,根据沿奥氏体晶界分布的铁素体网评定钢帘线用线材真实奥氏体晶粒度。实验证明：750℃加热60min贴合面处测得的奥氏体晶粒度数值与盘条淬水方法所测数值完全吻合。