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2.
Hong Zhang Kui Zhang Ying Mu Ning Yao Robert J. Sclabassi Mingui Sun 《自然科学进展(英文版)》2008,18(12):1507-1512
Image-based gait analysis as a means of biometric identification has attracted much research attention. Most of the existing methods focus on human identification, posture analysis and movement tracking. There have been few investigations on measuring the carried load based on the carrier's gait characteristics by automatic image processing. Nevertheless, this measurement is very useful in a number of applications, such as the study of the carried load on the postural development of children and adolescence. In this paper, we investigate how to automatically estimate the carried weight from a sequence of images. We present a method to extract human gait silhouette based on an observation that humans tend to minimize the energy during motion. We compute several angles of body leaning and determine the relationship of the carried weight, the leaning angles and the centroid location according to a human kinetic study. Our weight determination method has been verified successfully by experiments. 相似文献
3.
用遗传算法拟合电力系统负荷短期预测的非线性模型 总被引:2,自引:0,他引:2
本文运用遗传算法,根据河北省1985—1990年春节期间每小时用电量的统计数字,建立了非线性回归模型(Gompertdz),结果表明,遗传算法性能良好,可望成为电力系统各种非线性模型辨识的有效手段。 相似文献
4.
Véronique Cariou 《Computational Statistics》2006,21(2):325-341
Summary Several data can be presented as interval curves where intervals reflect a within variability. In particular, this representation
is well adapted for load profiles, which depict the electricity consumption of a class of customers. Electricity load profiling
consists in assigning a daily load curve to a customer based on their characteristics such as energy requirement. Within the
load profiling scope, this paper investigates the extension of multivariate regression trees to the case of interval dependent
(or response) variables. The tree method aims at setting up simultaneously load profiles and their assignment rules based
on independent variables. The extension of multivariate regression trees to interval responses is detailed and a global approach
is defined. It consists in a first stage of a dimension reduction of the interval response variables. Thereafter, the extension
of the tree method is applied to the first principal interval components. Outputs are the classes of the interval curves where
each class is characterized both by an interval load profile (e.g. the class prototype) and an assignment rule based on the
independent variables. 相似文献
5.
Patrizia Calaminici Victor D. Domínguez-Soria Gerald Geudtner Elizabeth Hernández-Marín Andreas M. Köster 《Theoretical chemistry accounts》2006,115(4):221-226
The parallelization of the three-center electron repulsion integrals arising from the variational fitting of the Coulomb potential
is presented. A scheme for dynamical load balancing of the corresponding loop structure is discussed. The implementation in
the density functional theory program deMon using the message passing interface is described. The efficiency of the parallelization
is analyzed by selected benchmark calculations 相似文献
6.
准确的电力负荷预测对现代电力系统的安全经济运行至关重要.电力负荷预测可以表述为一个具有一定潜在空间依赖性的多变量时序预测问题.然而,大多数现有的电力负荷预测工作未能探索这种空间依赖关系.基于此,本文提出了一种基于时空图注意网络的短期电力负荷预测方法.提出一种基于时空图注意网络模块,该模块使用图注意层实现自适应的捕捉各用户间的潜在空间依赖性,同时使用门控卷积注意力层对各用户用电量在时间维度上进行自适应拟合,以提高网络的预测精度.实际数据实验表明,本文提出的模型整体预测精度提高明显,特别是在一定程度上缓解了长程预测精度恶化的问题,验证了所提方法的有效性与可行性. 相似文献
7.
Summary A molecular dynamics/energy-minimisation protocol has been used to analyse the structural and energetic effects of functional group substitution on the binding of a series of C4-modified 2-deoxy-2,3-didehydro-N-acetylneuraminic acid inhibitors to influenza virus sialidase. Based on the crystal structure of sialidase, a conformational searching protocol, incorporating multiple randomisation steps in a molecular dynamics simulation was used to generate a range of minimum-energy structures. The calculations were useful for predicting the number, location, and orientation of structural water molecules within protein-ligand complexes. Relative binding energies were calculated for the series of complexes using several empirical molecular modelling approaches. Energies were computed using molecular-mechanics-derived interactions as the sum of pairwise atomic nonbonded energies, and in a more rigorous manner including solvation effects as the change in total electrostatic energy of complexation, using a continuum-electrostatics (CE) approach. The CE approach exhibited the superior correlation with observed affinities. Both methods showed definite trends in observed and calculated binding affinities; in both cases inhibitors with a positively charged C4 substituent formed the tightest binding to the enzyme, as observed experimentally.This paper is based on a presentation given at the 14th Molecular Graphics and Modelling Society Conference, held in Cairns, Australia, August 27–September 1, 1995.Presently on a visiting postdoctoral fellowship in the Department of Biomolecular Structure, Glaxo Research & Development Ltd, Greenford, Middlesex UB6 OHE, U.K. 相似文献
8.
现有的游梁式抽油机驴头悬点最大和最小载荷计算公式都没有考虑摩擦力、气体以及井筒和油管中气、液两相流动的影响.经过系统的理论研究及大量实测数据的统计和分析,得出了一套新的计算公式.实例计算表明,所推荐的公式对计算我国油田游梁式抽油机驴头悬点载荷具有较高的准确度.为便于现场应用,编制了一套计算程序,从而简化了驴头悬点载荷的计算工作. 相似文献
9.
通过某设计中摆线针轮减速器受径向载荷作用所反映出的问题,分析了径向载荷对摆线针轮减速器的影响,提出摆钱针轮减速器、谐波减速器、少齿差行星减速器等受有较大径向载荷时,应适当降低许用扭矩,以保证减速器能安全正常工作 相似文献
10.
On the ground of the ferrohydrodynamic model proposed by Shliomis and , the present study investigates the influences of fluid inertia forces on the ferrofluid squeeze film between a sphere and a plate in the presence of external magnetic fields. According to the results, the effects of fluid inertia forces enhance the load capacity and prolong the approaching time for the ferrofluid sphere–plate system. Further numerical results for the load capacity are also provided in a table for engineering applications. 相似文献