adaptive recurrent neural network control of biological wastewater treatment
Tài liệu Thesis "Neural Network Control" doc
Ngày tải lên :
19/02/2014, 09:20
... the
performance of the controller.
Daniel Eggert
Lyngby,
den 24. februar 2003
iv
viii
Chapter 2
Neural Network Model Based
Predictive Control
The aim of controller design is to construct a controller ... be of equal magnitude. The neural
network model will not have to model the mean and standard deviation of
20
Chapter 2 Neural Network Model Based Predictive Control
• time series predictor of ... non-linear model
of the plant to do the prediction of plant outputs. This chapter deals with
using a neural network model of the plant to do predictive control.
First we discuss the linear case of predictive...
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Báo cáo khoa học: "Neural Network Recognition of Spelling Errors" docx
Ngày tải lên :
31/03/2014, 04:20
... variable-length
strings of symbols must be converted to ANN
input/output form fixed-length arrays of
numbers. A common view in the neural network
community has been that different forms of
input/output ... the variable length of words, recurrent
ANNs have sometimes been used. In a recurrent
ANN, the values of nodes in the output or hidden
layers are recycled to a portion of the input layer
nodes. ... portion of the input layer
nodes. Input to the network thus consists of a
letter representation plus the state of the network
after all previous letters. Recurrent ANNs have
1490
...
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Tài liệu THE VALUE OF IMPROVED PUBLIC SERVICES: AN APPLICATION OF THE CHOICE EXPERIMENT METHOD TO ESTIMATE THE VALUE OF IMPROVED WASTEWATER TREATMENT INFRASTRUCTURE IN INDIA docx
Ngày tải lên :
18/02/2014, 01:20
... Falling Below Zero
Quality of
Treated
Wastewater
Quantity of
Treated
Wastewater
Regeneration
of the Park
Average vs profile 1
0.7144
0.7144
0.7144
Average vs profile 2
0.6715
0.6715 ... utility of any attributes not included in choice specific
wastewater treatment programme attributes,
n
is the number of
wastewater treatment programme attributes considered, and the vectors
of ... number of wastewater
treatment programme attributes considered and the vector of
coefficients
1
to
n
are attached to the vector of attributes (
Z
). In this
specification,
m
is the number of...
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Tài liệu Điều khiển thích nghi máy công cụ điều khiển số ( Adaptive Control of CNC Machine Tools) ppt
Ngày tải lên :
10/12/2013, 13:16
... thành 2 loại: (1) điều khiển thích nghi tối u (Adaptive
Control With Optimization - ACO) và (2) điều khiển thích nghi theo điều kiện giới hạn
(Adaptive Control With Constraints - ACC). Hệ ACO điều ... còn có thể gây nên
sự cố kỹ thuật.
Trong công nghệ cắt gọt kim loại, điều khiển thích nghi (Adaptive Control - AC)
đợc hiểu là hệ thống có khả năng thờng xuyên giám sát sự thay đổi của các thông ... Systems, and Computer Integrated
Manufacturing. Printice-Hall, 1987.
2. Yoram Koren: Computer Control of Manufacturing Systems. McGraw-Hill, 1983.
3. Japanese National Research Institute: Mechanical...
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Tài liệu Điều khiển thích ứng hệ thống xác định một phần ( Adaptive control of partially known system) ppt
Ngày tải lên :
10/12/2013, 13:16
...
Abstract: This paper proposes an adaptive control method of partially known system and shows its
application result to control of a two-wheeled welding mobile robot. The controlled system is designed ...
[17] N. Sarkar, X. Yun and V. Kumar, Control of Mechanical Systems With Rolling
Constrains: Application to Dynamic Control of Mobile Robots”, The Int. Journal of
Robotics Research, Vol. 13, No. ... Motion Control of Mobile Robot for
Lattice Type of Welding Line,
KSME International Journal
, Vol. 16, No. 1, pp. 83-93,
2002.
[5] B.O. Kam, Y.B. Jeon and S.B. Kim, Motion Control of Two-Wheeled...
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Tài liệu Handbook of Neural Network Signal Processing P2 docx
Ngày tải lên :
12/12/2013, 23:15
... using
neural networks. In the first part, in-depth surveys of recent progress of neural network computing
paradigms are presented. Part One consists of five chapters:
• Chapter 1: Introduction to Neural ... extension of the conventional PCA.
• Chapter 9: Applications of Artificial Neural Networks to Time Series Prediction.
In this chapter, Liao, Moody, and Wu provide a technical overview of neural network
approaches ... important application of artificial neural networks.
In fact, a majority of neural network applications can be categorized as solving complex pattern
classification problems. In the area of signal processing,...
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Tài liệu Handbook of Neural Network Signal Processing P1 ppt
Ngày tải lên :
12/12/2013, 23:15
... graph consists of nodes (in the case of a neural network, neurons, as well
as external inputs) and directed arcs (in the case of a neural network, synaptic links).
The topology of the graph can ... a neural network with cyclic topology contains at least one cycle formed by directed
arcs. Such a neural network is also known as a recurrent network. Due to the feedback loop,
a recurrent network ... be regarded as a special case of an
ensemble network.
1.2.5.2 Mixture of Expert (MoE) Network
In a mixture of expert (MoE) network [13], each individual neural network module will spe-
cialize...
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Tài liệu Neural Network Applications to Manufacturing Processes: Monitoring and Control pptx
Ngày tải lên :
25/12/2013, 19:15
... Various neural network based monitoring and control schemes. (a) A neural identifier combined with
an adaptive controller. (b) A gain-tuning neural network controller. (c) A feedforward neural controller ... feedback controller. (d) A neural controller combined with a neural identifier.
adaptation
mechanism
controller
u
process
NM
identifier
y
d
(a) A neural identifier combined with an adaptive controller
+
_
y
y
conventional
controller
process
NN
y
u
(b) ... form of the neural network controller combined with a simple conventional
controller, shown in Figure 12.10(c). In this control structure, the conventional controller is used to
provide the network...
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Control of Innate and Adaptive Immune Responses during Infectious Diseases ppt
Ngày tải lên :
05/03/2014, 23:20
... death of the 5-lipoxygenase-deficient hosts (Aliberti et al. 2002b).
1.3.7 Redundancy and Control of Inflammation
IL-10, IL-27, TGF-E and lipoxins share several biological functions in terms of
controlling ... or autophagy
Control of Innate and Adaptive Immune
Responses during Infectious Diseases
31
2 Mechanisms of Host Protection and Pathogen Evasion of Immune Response…
2.4 Evasion of Immune Response
2.4.1 ... lung form of cystic fibrosis. The relevance of pathogen-
derived 15-lipoxygenase given the lack of lipoxin generation in the lungs of
patients with cystic fibrosis and the severity of disease...
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Take Control of Your Airport Network pdf
Ngày tải lên :
14/03/2014, 22:20
...
Take Control of Sharing Files in Panther, by Glenn Fleishman
Take Control
ofEmail with Apple Mail, by Joe Kissell
Take Control of Spam with Apple Mail, by Joe Kissell
Take Control ofMakingMusic ... at
http://www.tidbits.com/takecontrol/.
Take Control of Upgrading to Panther, by Joe Kissell
Take Control of CnstomizingPanther, by Matt Neuburg
Take Control
of Users &Accounts in Panther, ...
if
one number is often busy.
Table of Contents
FOREWORD
IX
Take Control Benefits
x
Free Updates
.xi
Time to Take Control!
xii
TAKE CONTROL OF YOUR AIRPORT NETWORK
1
Introduction...
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Báo cáo khoa học: "Discriminative Training of a Neural Network Statistical Parser" pdf
Ngày tải lên :
23/03/2014, 19:20
... third neural network combines the ad-
vantages of the generative probability model
with the advantages of the discriminative opti-
mization criteria. The structure of the network
and the set of ... models differ in the crite-
ria the neural networks are trained to optimize.
Two of the neural networks are trained using the
standard maximum likelihood approach of opti-
mizing the same probability ... The Nature of
Statistical Learning Theory. Springer-Verlag,
New York.
Discriminative Training of a Neural Network Statistical Parser
James HENDERSON
School of Informatics, University of Edinburgh
2...
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FUZZY CONTROL AND NEURAL NETWORK
Ngày tải lên :
12/04/2014, 10:53
... trích mẫu 0,1
SV : NGUYỄN TÀI TỈNH____ SHSV: 20092747___LỚP: ĐK&TĐH5-K54
FUZZY CONTROL AND NEURAL NETWORK
Thiết kế bộ điều khiển nhiệt độ cho phòng làm việc
Cấu trúc mạch vòng điều...
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cirstea, m. n. (2002). neural and fuzzy logic control of drives and power systemsl
Ngày tải lên :
18/04/2014, 12:29
... development
of advanced controllers for power electronics.
The first section of the book contains a brief review of control strategies for electric
drives/power systems and a summary description of neural ... implemented using fast state -of- the-art digital circuits (ASICs
and DSPs). An example of modern sensorless neural control of an induction motor is
presented in the second part of this book.
3.2 Power ... rewriting of equation (3.30) as (3.32) and (3.33).
l
ms
· l
mr
=
l
msr
2
(3.31)
8 Neural and Fuzzy Logic Control of Drives and Power Systems
to the plant under control. This kind of converter...
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