RADIAL BASIS FUNCTION RBF NETWORK ADAPTIVE POWER SYSTEM STABILIZER

Keywords - facial expression classification, pseudo Zernike moment invariant, RBF neural network.
I. I NTRODUCTION
Facial expressions deliver rich information about human emotions, and thus play an essential role in human communications. For facial expression cl[r]

This article highlights a robust adaptive tracking control approach for a nonholonomic wheeled mobile robot by which the bad problems of both unknown slippage and uncertainties are dealt with. The radial basis function neural network in this proposed controller assists unknown smooth nonlinear dynam[r]

University of Technology – TNU
SUMMARY
In industrial systems, the SISO system in particular and the systems in general are uncertain nonlinear systems with the effects of external disturbance factors. The uncertainty of the system and external disturbances are a[r]

from sunshine duration is proposed in Yorukoglu and Celik. 13 The authors 14 have proposed the use of Radial Basis Function Network (RBFN) in order to estimate the monthly H for 41 Saudi Arabia sites, the results for testing obtained were within 16% (MRE), and the[r]

Bài báo này trình bày phương pháp nhận dạng hệ thống phi tuyến MIMO (MultipleInput-Multiple-Output) sử dụng mạng nơ - ron RBF (Radial Basis Function Neural Networks). Phương pháp này được ứng dụng để nhận dạng đối tượng robot di động đa hướng (Omni-Directional Mobile Robot). Đây là một loại robot ho[r]

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Machine learning techniques have the potential of alleviating the complexity of knowledge acquisition. This book presents today’s state and development tendencies of machine learning. It is a multi-author book. Taking into account the large amount of knowledge about machine le[r]

Bài báo này trình bày phương pháp nhận dạng hệ thống phi tuyến MIMO (MultipleInput-Multiple-Output) sử dụng mạng nơ - ron RBF (Radial Basis Function Neural Networks). Phương pháp này được ứng dụng để nhận dạng đối tượng robot di động đa hướng (Omni-Directional Mobile Robot). Đây là một loại robot ho[r]

Ơ ̉ đ ó H là tổng số các hidden neurons và là tâm của neuron .
 Weights : đươ ̣c xem xét dùng ph ươ ng pháp pseudo-inverse.
 Một mạng RBF v ơ ́i 6 pro neurons, 12 anti neurons, và R= 0.3, loại bỏ 23 pro cent của ảnh trong tập test và đươ ̣c phân lọai đ úng[r]

11.6 Reduced-complexity RBF Assisted Turbo equalization
The Log-MAP algorithm requires forward and backward recursions through the entire se- quence of symbols in the received burst in order to evaluate the forward and backward transi- tion probability of Equation l 1.1 1[r]

ĐIều khiển thích nghi tuabin gió nguồn kép nối lưới điện truyền tải.
A novel control strategy is presented for the backtoback PWM converters of the gridconnected DFIG wind power
system to enhance the transient performance and reliability of
the overall system during physical parameter uncertainty an[r]

Chapter 12 The Challenges of Testing Adaptive Designs 297 The Itanium 2 has a thermal management system very similar to power measurement. Using the same VCO (Figure 12.17) as in the power measurement system, the thermal solution has the resolution to mea[r]

Case 1 to case 8 reliability of regional power system evaluated by evaluating minimal paths and cuts of the system from the network modeling and by using the program that is established [r]

A common way to share resources on a peer-to-peer network is by modifying the file-sharing controls via the computer’s operating system. For example, you could choose to create a direc- tory on your computer’s hard disk called “SharedDocs” and then configure the directory to allow all[r]

5. Conclusions
In this chapter, the feasibility of ANFIS control for a three link SCARA manipulator has been proved and illustrated by simulation. The best parameters for the fuzzy controller were determined by using the ANFIS methodology and by using simulations of the[r]

Về véctơ trọng số RBF cho phương pháp không lưới RBF-FD trong không gian ba chiềuVề véctơ trọng số RBF cho phương pháp không lưới RBF-FD trong không gian ba chiềuVề véctơ trọng số RBF cho phương pháp không lưới RBF-FD trong không gian ba chiềuVề véctơ trọng số RBF cho phương pháp không lưới RBF-FD t[r]

In this paper, a Model Reference Adaptive Systems (MRAS) based an Adaptive System is proposed to a Twin Rotor MIMO System (TRMS). The TRMS is an open-loop unstable, nonlinear and multi output system.