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软测量模型自动生成系统的研究与开发
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作者 薄翠梅 张湜 +1 位作者 郭庆武 李俊 《控制工程》 CSCD 2004年第S2期168-172,共5页
设计并开发出一套基于Matlab和VB的软测量建模生成系统。该系统的特点在于能提供多种选择变量和数据处理的方法;集成了多种多元回归神经网络等软测量建模方法及其相互结合的应用,这种结构使得用户能够在各种方法之间比较选择,从而最终... 设计并开发出一套基于Matlab和VB的软测量建模生成系统。该系统的特点在于能提供多种选择变量和数据处理的方法;集成了多种多元回归神经网络等软测量建模方法及其相互结合的应用,这种结构使得用户能够在各种方法之间比较选择,从而最终和到一个合适的软洲量模型。改变了目前国内外一些软测量软件包只侧重于某种特定的建模方法的状况。同时系统采用了"提前停止"方法,克服一些软测量软件包所建模型的拟合精度高而推广能力不佳的缺点。实际建模应用表明,该系统算法简单、操作灵活,具有良好的人机交互和较高的执行效率。 展开更多
关键词 测量模型生成系统 神经网络 多元回归分析 MATLAB VISUAL Basic
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计算机通信及神经网络技术在软测量中的应用 被引量:2
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作者 蔡宁 赵英凯 张湜 《南京化工大学学报》 2001年第5期13-16,共4页
介绍了基于OPC的DCS与微机网络数据通信技术和基于神经网络预估技术在生产过程软测量系统中的应用。以某己内酰胺装置软测量系统的开发为例 ,讨论了相关技术问题和解决思路。现场的实测数据仿真验证结果表明了软测量系统的有效性 。
关键词 测量 神经网络 OLE for Process Control(OPC) 己内酰胺 软测量系统 计算机通信 生产过程监控
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Design and testing of a centralized protection scheme for micro-grids 被引量:1
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作者 Sohrab Mirsaeidi Dalila Mat Said +2 位作者 Mohammad Wazir Mustafa Mohammad Hafiz Habibuddin Kimia Ghaffari 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第10期3876-3887,共12页
Micro-grids comprise low voltage distribution systems with distributed energy resources(DERs) and controllable loads which can operate connected to the medium voltage grid or islanded in a controlled coordinated way. ... Micro-grids comprise low voltage distribution systems with distributed energy resources(DERs) and controllable loads which can operate connected to the medium voltage grid or islanded in a controlled coordinated way. This concept aims to move from "connect and forget" philosophy towards a full integration of DERs. Micro-grids can provide numerous economic and environmental benefits for end-customers, utilities and society. However, their implementation poses great technical challenges, such as a new philosophy in design of protection systems. In this work, a micro-grid protection scheme is presented based on positive-sequence component using phasor measurement units(PMUs) and a central protection unit(CPU). The salient feature of the proposed scheme in comparison with the previous works is that it has the ability to protect both radial and looped micro-grids against different types of faults with the capability of single-phase tripping. Furthermore, since the CPU is capable of updating its pickup values(upstream and downstream equivalent positive-sequence impedances of each line) after the first change in the micro-grid configuration(such as transferring from grid-connected to islanded mode and or disconnection of a line, bus, or DER either in grid-connected mode or in islanded mode), it can protect micro-grid against subsequent faults. Finally, in order to verify the effectiveness of the suggested scheme and the CPU, several simulations have been undertaken by using DIg SILENT Power Factory and MATLAB software packages. 展开更多
关键词 micro-grid protection grid-connected mode islanded mode positive-sequence component
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