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《环境科学与工程前沿(英文)》 2022年 第16卷 第3期 doi: 10.1007/s11783-021-1471-x
• Hg bioaccumulation by phytoplankton varies among aquatic ecosystems.
关键词: Plankton Hg bioaccumulation Physiological characteristics A cross-system analysis Nutrient compositions Global data set
Data mining diagnosis system based on rough set theory for boilers in thermal power plants
YANG Ping
《机械工程前沿(英文)》 2006年 第1卷 第2期 页码 162-167 doi: 10.1007/s11465-006-0017-z
李立希,李铧汶,杨春燕
《中国工程科学》 2004年 第6卷 第7期 页码 53-59
可拓学在数据挖掘中的应用是多方面的,其特点是挖掘“不行变行”的规律。可拓方法丰富了数据挖掘的内容,为多值型关联规则的建立提供了新的工具。提出的可拓数据挖掘模式,有利于利用现存数据更好地为决策服务。
Regional wind power forecasting model with NWP grid data optimized
Zhao WANG, Weisheng WANG, Bo WANG
《能源前沿(英文)》 2017年 第11卷 第2期 页码 175-183 doi: 10.1007/s11708-017-0471-9
关键词: regional wind power forecasting feature set minimal-redundancy-maximal-relevance (mRMR) principal component analysis (PCA) locally weighted learning model
高效可验证的雾辅助私有集合交集计算 None
Qiang WANG, Fu-cai ZHOU, Tie-min MA, Zi-feng XU
《信息与电子工程前沿(英文)》 2018年 第19卷 第12期 页码 1558-1568 doi: 10.1631/FITEE.1800518
Peng WEI, Wenwen WANG, Yang YANG, Michael Yu WANG
《机械工程前沿(英文)》 2020年 第15卷 第3期 页码 390-405 doi: 10.1007/s11465-020-0588-0
关键词: level set method topology optimization density-based method level set band
丁进良, 杨翠娥, 柴天佑
《工程(英文)》 2017年 第3卷 第2期 页码 183-187 doi: 10.1016/J.ENG.2017.02.015
在全球化的市场环境下,经济和环境的因素对复杂工业生产过程综合生产指标的优化提出了更高的要求,如提高生产效率、提高产品质量和产量,以及降低能源和资源的利用。本文简述了基于数据驱动的混合智能优化方法和技术在提高选矿过程全流程运行指标性能方面的最新进展。首先描述了选矿工业过程全流程综合指标优化问题,进而对涉及的数据驱动的优化方法进行总结。该全流程综合指标优化包含四个层次:综合生产指标优化(月综合生产指标)、日综合生产指标优化、运行指标优化和自动化系统设定值优化。最后,本文给出了选矿过程数据驱动优化的未来研究方向。
关键词: 数据驱动的优化方法 生产全流程的全局优化 选矿过程 勘查
Maximum independent set in planning freight railway transportation
Gainanov Damir N., Mladenovic NENAD, Rasskazova V. A.
《工程管理前沿(英文)》 2018年 第5卷 第4期 页码 499-506 doi: 10.15302/J-FEM-2018031
This work is devoted to the problem of planning of freight railway transportation. We define a special conflict graph on the basis of a set of acceptable train routes. The investigation aims to solve the classical combinatorial optimization problem in relation to the maximum independent set of vertices in undirected graphs. The level representation of the graph and its tree are introduced. With use of these constructions, the lower and upper bounds for the number of vertices in the maximum independent set are obtained.
关键词: independent set algorithm planning of transportation two-sided estimate
智慧社会与人工智能——用于智能维护的大数据调度和全球标准方法 Article
Ruben Foresti, Stefano Rossi, Matteo Magnani, Corrado Guarino Lo Bianco, Nicola Delmonte
《工程(英文)》 2020年 第6卷 第7期 页码 835-846 doi: 10.1016/j.eng.2019.11.014
人工智能(AI)在智慧社会中的运用需要对人类习惯进行分析,而这需要使用智能应用、智能基础架构、智能系统和智能网络的自动数据调度与分析。在这种情况下,培训和操作流程之间存在鸿沟,因此需要一种专门的方法来管理和提取海量数据,并进行相关的信息挖掘。本文提出的方法致力于在智能管理中使用接近零故障的高级诊断(AD)来缩小这种差距。该诊断程序在社会5.0的任何情况下都可以使用,由此降低所有管理层面的风险,并保证质量和可持续性。我们还开发了创新应用程序,可用于以人为本的管理系统,以支持操作流程维护工作的安排,从而降低培训成本、提高产量,并创建用于智能基础架构设计的人机网络空间。来自12家国际公司的研究结果证明,操作流程可进行全球标准化,因此我们设计了一种能够自主学习和升级的接近零故障的智能系统。本文提出的新方法为选择新一代智能制造和智能系统提供了指导,从而优化了人机交互以及相关的智能维护和教育。
Operating mechanism and set pair analysis model of a sustainable water resources system
Chaoyang DU,Jingjie YU,Huaping ZHONG,Dandan WANG
《环境科学与工程前沿(英文)》 2015年 第9卷 第2期 页码 288-297 doi: 10.1007/s11783-014-0642-4
关键词: sustainable water resources system operating mechanism set pair analysis model Shanghai
XFEM schemes for level set based structural optimization
Li LI, Michael Yu WANG, Peng WEI
《机械工程前沿(英文)》 2012年 第7卷 第4期 页码 335-356 doi: 10.1007/s11465-012-0351-2
In this paper, some elegant extended finite element method (XFEM) schemes for level set method structural optimization are proposed. Firstly, two- dimension (2D) and three-dimension (3D) XFEM schemes with partition integral method are developed and numerical examples are employed to evaluate their accuracy, which indicate that an accurate analysis result can be obtained on the structural boundary. Furthermore, the methods for improving the computational accuracy and efficiency of XFEM are studied, which include the XFEM integral scheme without quadrature sub-cells and higher order element XFEM scheme. Numerical examples show that the XFEM scheme without quadrature sub-cells can yield similar accuracy of structural analysis while prominently reducing the time cost and that higher order XFEM elements can improve the computational accuracy of structural analysis in the boundary elements, but the time cost is increasing. Therefore, the balance of time cost between FE system scale and the order of element needs to be discussed. Finally, the reliability and advantages of the proposed XFEM schemes are illustrated with several 2D and 3D mean compliance minimization examples that are widely used in the recent literature of structural topology optimization. All numerical results demonstrate that the proposed XFEM is a promising structural analysis approach for structural optimization with the level set method.
关键词: structural optimization level set method extended finite element method (XFEM) computational accuracy and efficiency
Level set-based isogeometric topology optimization for maximizing fundamental eigenfrequency
Manman XU, Shuting WANG, Xianda XIE
《机械工程前沿(英文)》 2019年 第14卷 第2期 页码 222-234 doi: 10.1007/s11465-019-0534-1
关键词: topology optimization level set method isogeometric analysis eigenfrequency
The research on structural damage identification using rough set and integrated neural network
Juelong LI, Hairui LI, Jianchun XING, Qiliang YANG
《机械工程前沿(英文)》 2013年 第8卷 第3期 页码 305-310 doi: 10.1007/s11465-013-0259-5
A huge amount of information and identification accuracy in large civil engineering structural damage identification has not been addressed yet. To efficiently solve this problem, a new damage identification method based on rough set and integrated neural network is first proposed. In brief, rough set was used to reduce attributes so as to decrease spatial dimensions of data and extract effective features. And then the reduced attributes will be put into the sub-neural network. The sub-neural network can give the preliminary diagnosis from different aspects of damage. The decision fusion network will give the final damage identification results. The identification examples show that this method can simplify the redundant information to reduce the neural network model, making full use of the range of information to effectively improve the accuracy of structural damage identification.
关键词: rough set integrated neural network damage identification decision making fusion
张江,林华,贺仲雄
《中国工程科学》 2002年 第4卷 第3期 页码 40-47
通过综合经典集合、模糊集合、可拓集合、Vague集合、粗糙集合、集对分析、FHW(模糊灰色物元空间)、FEEC(模糊可拓经济控制)等多种理论,提出了统一集概念,并详细讨论统一集的各种运算以及相关性质。从分析集合理论和人类思维形式之间的关系人手,把统一集理论初步应用到模式识别、聚类分析、逻辑推理、机器学习、智能决策等多种人工智能领域,指出了集合论及其运算系统与逻辑推理系统的等价关系。统一集能对现有的理论进行总结、统一,还为开辟崭新的集合论、逻辑推理方法提供很好的理论基础。
标题 作者 时间 类型 操作
Characteristics of plankton Hg bioaccumulations based on a global data set and the implications for aquatic
期刊论文
Data mining diagnosis system based on rough set theory for boilers in thermal power plants
YANG Ping
期刊论文
Regional wind power forecasting model with NWP grid data optimized
Zhao WANG, Weisheng WANG, Bo WANG
期刊论文
Level set band method: A combination of density-based and level set methods for the topology optimization
Peng WEI, Wenwen WANG, Yang YANG, Michael Yu WANG
期刊论文
Maximum independent set in planning freight railway transportation
Gainanov Damir N., Mladenovic NENAD, Rasskazova V. A.
期刊论文
智慧社会与人工智能——用于智能维护的大数据调度和全球标准方法
Ruben Foresti, Stefano Rossi, Matteo Magnani, Corrado Guarino Lo Bianco, Nicola Delmonte
期刊论文
Operating mechanism and set pair analysis model of a sustainable water resources system
Chaoyang DU,Jingjie YU,Huaping ZHONG,Dandan WANG
期刊论文
Level set-based isogeometric topology optimization for maximizing fundamental eigenfrequency
Manman XU, Shuting WANG, Xianda XIE
期刊论文
The research on structural damage identification using rough set and integrated neural network
Juelong LI, Hairui LI, Jianchun XING, Qiliang YANG
期刊论文