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基于GM(1,1)和人工蜂群的配电测试系统状态估计 被引量:2
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作者 符金伟 关石磊 +2 位作者 左思然 范闻博 王中宇 《中国测试》 CAS 北大核心 2018年第7期7-12,41,共7页
为解决配电测试系统的关键量测点存在不良数据时状态估计准确度差的问题,提出一种基于GM(1,1)和人工蜂群的状态估计方法。在一定时间窗口内读取量测值,采用灰色累加生成方法进行初步检测。引入GM(1,1)模型获得序列预测值,按照判定条件... 为解决配电测试系统的关键量测点存在不良数据时状态估计准确度差的问题,提出一种基于GM(1,1)和人工蜂群的状态估计方法。在一定时间窗口内读取量测值,采用灰色累加生成方法进行初步检测。引入GM(1,1)模型获得序列预测值,按照判定条件对不良数据进行处理。在此基础上采用改进的人工蜂群算法对目标函数进行优化求解,在每一次的优化过程中利用当前最优解的适应度函数建立局部搜索策略。将33节点配电测试系统作为算例,结果表明该方法能够有效地修正不良数据,提高状态估计的整体准确度和单节点准确度。与加权最小二乘算法和人工蜂群算法相比,该方法有功功率的MAE分别减少69%和43%,NMRE分别减70%和63%;对于无功功率,其MAE结果分别减少60%和33%,相应的NMRE分别减58%和57%。 展开更多
关键词 配电测试系统 状态估计 灰色预测 人工蜂群算法
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一种卫星供配电快速重组测试系统设计 被引量:1
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作者 封硕 杨宏宇 +2 位作者 胡琳 齐天乐 杜剑波 《航天器工程》 CSCD 北大核心 2020年第1期81-86,共6页
传统卫星地面供配电测试系统多为专用定制设备和配置专用前端软件模式,其缺点是系统通用性差,无法做到重复使用,造成设备研制成本高、周期长,已无法满足卫星测试需要。针对上述问题,文章设计一种快速重组测试系统。该系统通过提炼功能... 传统卫星地面供配电测试系统多为专用定制设备和配置专用前端软件模式,其缺点是系统通用性差,无法做到重复使用,造成设备研制成本高、周期长,已无法满足卫星测试需要。针对上述问题,文章设计一种快速重组测试系统。该系统通过提炼功能板卡、优化冗余单机、精简电缆接口、建立软件数据流模块和匹配规则库的方式实现。在工程应用阶段,对比快速重组测试系统与传统测试系统的各项系统指标差异,结果表明:快速重组测试系统实现了模块化、小型化、通用化,证明其具备快速重组能力。 展开更多
关键词 卫星供配电测试系统 快速重组 模块化 通用化
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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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Economic Load Dispatch with Daily Load Patterns Using Particle Swarm Optimization 被引量:1
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作者 Nattachote Rugthaicharoenchep Somkieat Thongkeaw 《Journal of Energy and Power Engineering》 2012年第10期1718-1724,共7页
ELD (economic load dispatch) problem is one of the essential issues in power system operation. The objective of solving ELD problem is to allocate the generation output of the committed generating units. The main co... ELD (economic load dispatch) problem is one of the essential issues in power system operation. The objective of solving ELD problem is to allocate the generation output of the committed generating units. The main contribution of this work is to solve the ELD problem concerned with daily load pattern. The proposed solution technique, developed based PSO (particle swarm optimization) algorithm, is applied to search for the optimal schedule of all generations units that can supply the required load demand at minimum fuel cost while satisfying all unit and system operational constraints. The performance of the developed methodology is demonstrated by case studies in test system of six-generation units. The results obtained from the PSO are compared to those achieved from other approaches, such as QP (quadratic programming), and GA (genetic algorithm). 展开更多
关键词 Economic dispatch daily load patterns particle swarm optimization.
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