Data-driven相关论文
In this paper, according to the dynamic features of strong coupling, non-linearity and uncertainty for the DK-2 brake,a ......
随着可再生能源融合到传统电力系统中,电力系统的惯性显著降低,从而使系统对运行过程中受到的扰动非常敏感.本文提出了一种基于扰......
This paper considers adaptive point-wise estimations of density functions in GARCH-type model under the local H(o)lder c......
The method of data-driven tight frame has been shown very useful in image restoration problems.We consider in this paper......
Genetics-inspired data-driven approaches explain and predict crop performance fluctuations attribute
Dear Editor,rnGenetics-focused approaches have been widely used to uncover major genetic variants associated with perfor......
Construction of Influenza Early Warning Model Based on Combinatorial Judgment Classifier:A Case Stud
Objective:The annual influenza epidemic is a heavy burden on the health care system,and has increasingly become a major ......
Advanced technologies are required in future mobile wireless networks to support services with highly diverse requiremen......
The world\'s increasing population requires the process industry to produce food,fuels,chemicals,and consumer products......
Building an efficient,safe,and sustainable energy system has been listed as one of the national energy development strat......
JAMIP:an artificial-intelligence aided data-driven infrastructure for computational materials inform
Materials informatics has emerged as a promisingly new paradigm for accelerating materials discovery and design.It explo......
Performance monitoring of a data-driven subspace predictive controller based on historical objective
This paper discusses data-driven subspace predictive control and control performance monitoring based on the historical ......
In this paper,a data-driven linear clustering(DLC)method is proposed to solve the long-term system load forecasting prob......
PlantiDATE:an integrative interface for data-driven genemodule analysis based on plant transcriptomi
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针对经典的函数映射方法存在描述符特征单一、映射矩阵约束不强的问题,构建了一种数据驱动强正则化函数映射方法,用于计算三维模型......
The utilization of computation resources and reconfiguration time has a large impact on reconfiguration system performan......
The car-following models are the research basis of traffic flow theory and microscopic traffic simulation. Among the pre......
以一般离散时间非线性系统为研究对象,提出一类基于数据驱动的控制器设计及其参数整定方法.方法首先依据非参数时变动态线性化定理......
The reliability of the on-wing aircraft Auxiliary Power Unit (APU) decides the cost and the comfort of flight to a large......
Framework and development of data-driven physics based model with application in dimensional accurac
In the manufacturing of thin wall components for aerospace industry,apart from the side wall contour error,the Remaining......
Surrogate models have shown to be effective in assisting evolutionary algorithms(EAs)for solving computationally expensi......
Data-driven optimal cooperative adaptive cruise control of heterogeneous vehicle platoons with unkno
This paper considers the cooperative adaptive cruise control (CACC) problem of heterogeneous vehicle platoons and propos......
随着可再生能源融合到传统电力系统中,电力系统的惯性显著降低,从而使系统对运行过程中受到的扰动非常敏感.本文提出了一种基于扰......
Since gas turbine plays a key role in electricity power generating,the requirements on the safety and reliability of thi......
A data-driven model predictive control for lighting system based on historical occupancy in an offic
The lighting system accounts for 8％ of the total electricity consumption in commercial buildings in the United States and......
Computer vision ( CV) is widely expected to be the next big thing in emerging applications. So many heterogeneous archit......
The recently developed data-driven approach can establish the material law for nonlinear elastic composite materials (es......
Big Data Creates New Opportunities for Materials Research: A Review on Methods and Applications of M
Materials development has historically been driven by human needs and desires,and this is likely to continue in the fore......
Data-Driven Process Monitoring and Fault Tolerant Control in Wind Energy Conversion System with Hydr
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本文通过对荣华二采区10...
In this paper,we introduce a novel approach to automatically regulate receptive fields in deep image parsing networks.Un......
Data-driven based estimation of HVAC energy consumption using an improved Fourier series decompositi
Many data-driven algorithms are being explored in the field of building energy performance estimation. Choosing an appro......
该文从挂篮荷载计算、施工流程、支座及临时固结施工、挂篮安装及试验、合拢段施工、模板制作安装、钢筋安装、混凝土的浇筑及养生......
该文从挂篮荷载计算、施工流程、支座及临时固结施工、挂篮安装及试验、合拢段施工、模板制作安装、钢筋安装、混凝土的浇筑及养生......
针对传统个性化肝脏模型存在的效率、精度等方面的问题,提出一种高精度肝脏模型的个性化数据驱动方法。对先前研究得到的高精度肝......
Data-Driven Leader-Follower Output Synchronization for Networked Non-Linear Multi-Agent Systems with
为探究吕家坨井田地质构造格局,根据钻孔勘探资料,采用分形理论和趋势面分析方法,研究了井田7......
It is important to verify the absence of deadlocks in asynchronous circuits.Much previous work relies on a reachability ......
针对铜闪速熔炼过程关键工艺参数无法在线检测、过程建模及优化控制困难的问题,阐述了基于数据的铜闪速熔炼过程操作模式优化方法.......
本文针对混合类型元素组成的向量，即包含值域离散型、值域连续型元素的向量，提出了一种基于数据驱动的属性权重计算方法。根据查询向......
汽轮机健康状态管理是数字发电厂的核心内容。通过阐述数据驱动汽轮机健康状态分析方法的分类和目前汽轮机健康状态管理技术的研究......
大数据时代信息技术发展促使安全管理研究进一步生成数据密集型科学发现范式,并扩展安全绩效管理研究的边界。首先,从数据、信息、......
新的研究范式有望为目前材料科学与工程面临的挑战提供解决方案.本文回顾材料基因工程领域的研究进展,并展望其在材料设计中的作用......
随着教育方式和学习方法的变革,在线学习已经成了一种广泛应用的学习模式。搭建学习平台的技术和题库资源日趋成熟,但对于学习效果......
Sheet metal forming technologies have been intensively studied for decades to meet the increasing demand for lightweight......
采用当前方法在交互网络中分配群智感知任务时,分配任务所用的时间较长,存在用户完成任务的概率较低,分配效率低的问题,提出一种数......
Optimization Design of Fairings for VIV Suppression Based on Data-Driven Models and Genetic Algorith
Vortex induced vibration(VIV)is a challenge in ocean engineering.Several devices including fairings have been designed t......
众数回归是比均值回归更稳健的回归模型,该模型的PMS估计方法基于核密度估计及梯度上升算法,求解过程存在边界效应差、非全局最优......
故障检测是保障现代工业正常运转的一项重要技术,随着生产大型化、复杂化,基于数据驱动的故障检测技术在故障检测领域得到广泛应用......
Unlike consumers in the mall or supermarkets, online consumers are “intangible” and their purchasing behaviors are aff......
数据驱动管理决策研究是大数据时代管理工程领域研究的重要方向。本文提出了基于社会网络分析方法的总体思路,采集、清洗和处理了......
为了降低企业生产成本,提高其在市场中的竞争力,论文对基于数据驱动的企业生产成本精细化管理进行了研究。通过分析精细化管理的研......
