Description: 一个线性神经元网络程序,且记录了训练过程的,能看到网络训练的具体情况,以及权值的变化-a linear neural network program, which records the training process, which would see the specific network training, and the change of power Platform: |
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Author:brezze |
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Description: matlab编写的潮流计算程序,对于c语言头痛者的良好选择-matlab prepared flow calculation procedures, for c language are a good selection headache Platform: |
Size: 16384 |
Author:任我行 |
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Description: 关于在火电单元机组中神经网络预测控制的论文,有仿真,-On the thermal power unit in the neural network predictive control of the paper, there are simulation, Platform: |
Size: 820224 |
Author:伊毅 |
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Description: These set of programs are written to design a robust power system stabilizer for minimizing the effects of low frequency oscillations in electric power systems. A complete nonlinear model of the power system represented by a single machine connected to an infinite bus is developed in the Simulink environment. A fuzzy Power System Stabilizer is designed using the fuzzy logic toolbox of matlab and its parameters are tuned by a NEural Network controller. Platform: |
Size: 15360 |
Author:al-amin |
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Description: 析了变速恒频双馈风力发电系统的工作原理。结合风力机特性和双馈发电机特性,说明了变速恒频运行方式下的最优风能捕获策略,并介绍了风力发电系统的滑模变结构控制、自适应控制、鲁棒控制和人工神经网络控制。总结了变速恒频风力发电系统的发展趋势。-Analysis of a Variable Speed Constant Frequency Wind Power Generation System works. Combination of wind turbine characteristics and the characteristics of doubly-fed generator, variable speed constant frequency shows the optimal operating mode to capture wind energy strategy, and introduced wind power generation system with variable structure control, adaptive control, robust control and artificial neural networks control. Summarizes the VSCF wind power system trends. Platform: |
Size: 429056 |
Author:wuxing |
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Description: 文章展示了一种新的方法用于功率系统中短期负载预测。提出的方案使用混沌时间序列分析基于确定性混沌去捕捉复杂的负载行为特征。确定性的混沌允许我们重构一个时间序列并决定输入的变量个数。这篇文章描述了混沌时间序列对日间功率系统峰值的分析。确定性混沌的非线性图形通过多层感知器的神经网络得到。提出的方案在一个例子中具体阐述。-This paper presents a new approach to short-term load forecasting in power systems. The proposed method makes use of chaos time series analysis that is based on deterministic chaos to capture characteristics of complicated load behavior. Deterministic chaos allows us to reconstruct a time series and determine the number of input variables. This paper describes chaos time series analysis of daily power system peak loads. The nonlinear
mapping of deterministic chaos is identified by the multilayer perceptron of an artificial neural network. The proposed approach is demonstrated in an example. Platform: |
Size: 382976 |
Author:will |
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Description: 摘要:为了减少先验知识对统一潮流控制器中模糊规则的设计和电力系统参数的变化对统一潮流控制器性能的影响, 文中采用模糊神经网络来设计统一潮流控制器-Abstract: In order to reduce a priori knowledge of the unified power flow controller in the fuzzy rules in the design and power system parameters on the unified power flow controller performance, the paper design of fuzzy neural networks to a unified power flow controller Platform: |
Size: 256000 |
Author:唐传胜 |
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Description: 这是一个四个不同的S函数实现集合的递归模糊神经网络(RFNN)。该网络采用了4组可调参数,这使得它非常适合在线学习/操作,从而可应用到系统识别等方面。-This is a collection of four different S-function implementations of the recurrent fuzzy neural network (RFNN) described in detail in [1]. It is a four-layer, neuro-fuzzy network trained exclusively by error backpropagation at layers 2 and 4. The network employs 4 sets of adjustable parameters. In Layer 2: mean[i,j], sigma[i,j] and Theta[i,j] and in Layer 4: Weights w4[m,j]. The network uses considerably less adjustable parameters than ANFIS/CANFIS and therefore, its training is generally faster. This makes it ideal for on-line learning/operation. Also, its approximating/mapping power is increased due to the employment of dynamic elements within Layer 2. Scatter-type and Grid-type methods are selected for input space partitioning. Platform: |
Size: 117760 |
Author:林真天 |
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Description: 本文件是我们小组参加2013电工杯的数学建模比赛的文件,荣获全国2等奖!我们做的是电力系统分析的题目,内有基于matlab建立的三次平滑统计方法,以及神经网络智能算法,还有就是基于simulink的电力系统仿真程序!内附有程序说明文件。你一定能看懂的,不懂的可以留言给我!-This document is our electrician Cup 2013 team participated in the mathematical modeling of the game files, won the two prize! What we do is the subject of power system analysis, there are statistical methods based on cubic smoothing matlab established and intelligent neural network algorithm, there is a power system based on simulink simulation program! Enclosing a program documentation. You must be able to read and understand can leave a message to me! Platform: |
Size: 25322496 |
Author:llp |
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Description: 在MATLAB环境下,利用BP神经网络对电力负荷进行预测,编写了代码,并附上了仿真图。-In the MATLAB environment, the use of BP neural network to forecast the power load, writing the code, and attach the simulation diagram
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Size: 1925120 |
Author:赵天明 |
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Description: 自适应神经网络图书馆(Matlab的5.3.1或更高版本)是实现多个自适应神经网络具有不同的自适应算法块的集合。
它主要分布于2001年6月 - 7月詹皮耶罗坎帕(西弗吉尼亚大学)和马里奥·卢卡Fravolini(佩鲁贾大学)。后来改善部分由美国航天局资助NCC5-685支持。
有迹象表明,实施基本上这些种神经网络的块:
自适应线性网络(ADALINE)
多层感知层网络
广义径向基函数网络
动力单元结构(DCS)网络的高斯或圆锥形基函数
此外,包括有关的标量非线性函数逼近的一个Simulink的例子。
最后,该文件包括Training.zip步步instrucions上如何培养GRBF网络和支撑例子。-Adaptive Neural Network Library (version 5.3.1 or higher Matlab' s) is to achieve a plurality of adaptive neural network has a different set of adaptive algorithms block. It is mainly distributed in June 2001- July 詹皮耶罗坎 Pa (West Virginia University) and Mario Luca Fravolini (Perugia University). Later improved in part by the NASA-funded NCC5-685 support. There are indications that the implementation of these types of neural networks basically block: adaptive linear network (ADALINE) multi-layer network-aware generalized radial basis function network power unit structure (DCS) network Gaussian or conical base function addition, including related Examples of scalar nonlinear function approximation of a Simulink. Finally, the document includes a step by step instrucions on how to cultivate GRBF Training.zip network and support examples. Platform: |
Size: 598016 |
Author:YuWang |
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Description: 关于神经网络控制,oTsnUEO参数验证可用,可以动态调节运行环境的参数,包含优化类的几个简单示例程序,YLZtUnH条件现代信号处理中谱估计在matlab中的使用,DC-DC部分采用定功率单环控制。- On neural network control, oTsnUEO parameter Verification is available, Can dynamically adjust the parameters of the operating environment, Optimization class contains several simple sample programs, YLZtUnH condition Modern signal processing used in the spectral estimation in matlab, DC-DC power single-part set-loop control. Platform: |
Size: 8192 |
Author:hhjrgr |
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Description: 部分实现了追踪测速迭代松弛算法,AIfRlGh参数基于人工神经网络的常用数字信号调制,在matlab R2009b调试通过,是机器学习的例程,UwzAqtQ条件是学习PCA特征提取的很好的学习资料,基于互功率谱的时延估计。- Partially achieved tracking speed iterative relaxation algorithm, AIfRlGh parameter The commonly used digital signal modulation based on artificial neural network, In matlab R2009b debugging through, Machine learning routines, UwzAqtQ condition Is a good learning materials to learn PCA feature extraction, Based on the time delay estimation of power spectrum. Platform: |
Size: 6144 |
Author:tuzaqa |
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Description: DC-DC部分采用定功率单环控制,efHEQnA参数包括调制,解调,信噪比计算,BP神经网络用于函数拟合与模式识别,在MATLAB中求图像纹理特征,mECHFEc条件本程序的性能已经达到较高水平,是机器学习的例程。- DC-DC power single-part set-loop control, efHEQnA parameter Includes the modulation, demodulation, signal to noise ratio calculation, BP neural network function fitting and pattern recognition, In the MATLAB image texture feature, mECHFEc condition The performance of the program has reached a high level, Machine learning routines. Platform: |
Size: 6144 |
Author:sufnkg |
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Description: matlab小波分析程序,是一种双隐层反向传播神经网络,包括主成分分析、因子分析、贝叶斯分析,采用加权网络中节点强度和权重都是幂率分布的模型,阵列信号处理的高分辨率估计,部分实现了追踪测速迭代松弛算法。- matlab wavelet analysis program, Is a two hidden layer back propagation neural network, Including principal component analysis, factor analysis, Bayesian analysis, Using weighted model nodes in the network strength and weight are power law distribution, High-resolution array signal processing estimates, Partially achieved tracking speed iterative relaxation algorithm. Platform: |
Size: 6144 |
Author:hyhqqx |
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Description: 包含特征值与特征向量的提取、训练样本以及最后的识别,在matlab R2009b调试通过,基于人工神经网络的常用数字信号调制,插值与拟合,解方程,数据分析,基于互功率谱的时延估计,粒子图像分割及匹配均为自行编制的子例程。- Contains the eigenvalue and eigenvector extraction, the training sample, and the final recognition, In matlab R2009b debugging through, The commonly used digital signal modulation based on artificial neural network, Interpolation and fitting, solution of equations, data analysis, Based on the time delay estimation of power spectrum, Particle image segmentation and matching subroutines themselves are prepared. Platform: |
Size: 5120 |
Author:btrxbe |
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Description: 包含收发两个客户端的链路级通信程序,在MATLAB中求图像纹理特征,matlab开发工具箱中的支持向量机,D-S证据理论数据融合,虚拟力的无线传感网络覆盖,BP神经网络用于函数拟合与模式识别。- Contains two clients receive link-level communications program, In the MATLAB image texture feature, matlab development toolbox support vector machine, D-S evidence theory data fusion, Virtual power wireless sensor network coverage, BP neural network function fitting and pattern recognition. Platform: |
Size: 8192 |
Author:wkrary |
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Description: 附件中包括了制作的关于matlab神经网络在电力负荷预测中的应用的ppt,并且包括程序,希望大家能都锻炼下(The appendix includes the PPT produced about the application of MATLAB neural network in power load forecasting, and includes the program. I hope you can all exercise it.) Platform: |
Size: 71680 |
Author:小王00123 |
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Description: Elman神经网络建立建筑物电力负荷预测模型中遇到的几个关键问题有,数据归一化处理、输入输出样本的选取、隐含层节点数的确定;分别建立Elman神经网络模型,并利用某栋建筑物实际历史电力负载数据进行预测,分析比较与实际数据值的预测精度,得出了一个有效的数据预测模型。(Several key problems encountered in building power load forecasting model based on Elman neural network are data normalization, selection of input and output samples, and determination of the number of hidden layer nodes. Elman neural network models are established respectively, and the actual historical power load data of a building are used for forecasting. Effective data prediction model.) Platform: |
Size: 1024 |
Author:2373000240 |
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