Modeling and simulation with Simulink: for engineering and information systems
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| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Berlin
De Gruyter
2022
|
| Series: | De Gruyter STEM
|
| Subjects: | |
| Online Access: | https://www.degruyter.com/isbn/9783110739046 Inhaltsverzeichnis |
| Physical Description: | VIII, 468 Seiten Illustrationen, Diagramme 24 cm x 17 cm |
| ISBN: | 9783110739046 3110739046 |
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MARC
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| 100 | 1 | |a Xue, Dingyu |e Verfasser |0 (DE-588)1098160967 |4 aut | |
| 245 | 1 | 0 | |a Modeling and simulation with Simulink |b for engineering and information systems |c Dingyü Xue |
| 264 | 1 | |a Berlin |b De Gruyter |c 2022 | |
| 300 | |a VIII, 468 Seiten |b Illustrationen, Diagramme |c 24 cm x 17 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a De Gruyter STEM | |
| 650 | 0 | 7 | |a SIMULINK |0 (DE-588)4480546-9 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Simulation |0 (DE-588)4055072-2 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Programmierung |0 (DE-588)4076370-5 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a MATLAB |0 (DE-588)4329066-8 |2 gnd |9 rswk-swf |
| 653 | |a Simulink | ||
| 653 | |a MATLAB | ||
| 653 | |a Modellierung | ||
| 653 | |a Simulation | ||
| 689 | 0 | 0 | |a SIMULINK |0 (DE-588)4480546-9 |D s |
| 689 | 0 | 1 | |a MATLAB |0 (DE-588)4329066-8 |D s |
| 689 | 0 | 2 | |a Simulation |0 (DE-588)4055072-2 |D s |
| 689 | 0 | 3 | |a Programmierung |0 (DE-588)4076370-5 |D s |
| 689 | 0 | |5 DE-604 | |
| 710 | 2 | |a Walter de Gruyter GmbH & Co. KG |0 (DE-588)10095502-2 |4 pbl | |
| 776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe |z 9783110734997 |
| 776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe |z 9783110734959 |
| 856 | 4 | 2 | |m X:MVB |u https://www.degruyter.com/isbn/9783110739046 |
| 856 | 4 | 2 | |m DNB Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033676538&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-033676538 | ||
| 883 | 1 | |8 1\p |a vlb |d 20220112 |q DE-101 |u https://d-nb.info/provenance/plan#vlb | |
Record in the Search Index
| _version_ | 1804184134600359936 |
|---|---|
| adam_text | CONTENTS
PREFACE
-
V
1
1.1
1.2
1.3
1.3.1
1.3.2
1.3.3
1.3.4
1.4
1.4.1
1.4.2
1.5
SIMULINK
AND
SYSTEM
SIMULATION
----
1
AN
INTRODUCTION
TO
SYSTEM
SIMULATION
TECHNIQUES
----
1
MATHEMATICAL
MODELING
VERSUS
PHYSICAL
MODELING
----
2
INTRODUCTION
TO
THE
DEVELOPMENT
OF
SIMULATION
TOOLS
----
5
ANALOG
AND
MIXED
COMPUTER
SIMULATION
----
5
SIMULATION
LANGUAGES
ON
DIGITAL
COMPUTERS
----
6
OBJECT-ORIENTED
SIMULATION
LANGUAGE
----
8
THE
DEVELOPMENT
OF
MATLAB
AND
SIMULINK
----
8
MAIN
STRUCTURE
AND
COMMENTS
OF
THE
BOOK
----
9
MAIN
STRUCTURE
OF
THE
BOOK
----
9
COMMENTS
ON
THE
TYPESETTING
----
11
EXERCISES
----
12
2
2.1
2.1.1
2.1.2
2.1.3
2.2
2.2.1
2.2.2
2.2.3
2.2.4
2.3
2.3.1
2.3.2
2.3.3
2.4
2.4.1
2.4.2
2.4.3
2.4.4
2.5
2.5.1
2.5.2
2.5.3
2.6
2.7
COMMONLY
USED
BLOCKS
IN
SIMULINK
----
13
INVOKE
THE
SIMULINK
ENVIRONMENT
----
13
INVOKE
SIMULINK
WITH
INTERFACE
----
14
INVOKE
SIMULINK
WITH
MATLAB
COMMANDS
----
16
SIGNALS
AND
PORTS
-
18
INPUT
AND
OUTPUT
GROUPS
----
18
INPUT
SIGNAL
GROUP
----
18
SIGNAL
BUILDER
INTERFACE
-
23
OUTPUT
SINKS
GROUP
-
24
DASHBOARD
GROUP
-
26
SYSTEM
GROUPS
----
28
LINEAR
CONTINUOUS
GROUP
----
29
LINEAR
DISCRETE
GROUP
-
32
DISCONTINUITIES
GROUP
----
33
MATHEMATICAL
OPERATIONS
AND
MANIPULATING
GROUPS
----
35
MATHEMATICAL
OPERATIONS
GROUP
----
35
USER-DEFINED
FUNCTIONS
GROUP
----
37
LOOKUP
TABLE
GROUP
----
39
LOGIC
AND
BIT
OPERATIONS
GROUP
----
39
SIGNAL
MANIPULATION
GROUPS
-
40
SIGNAL
ROUTING
GROUP
-
40
SIGNAL
ATTRIBUTE
GROUP
----
42
PORTS AND
SUBSYSTEMS
GROUP
----
42
SIMULINK
TOOLBOXES
AND
BLOCKSETS
----
43
EXERCISES
----
44
VIII
-
CONTENTS
3
3.1
3.1.1
3.1.2
3.1.3
3.1.4
3.1.5
3.1.6
3.2
3.2.1
3.2.2
3.3
3.3.1
3.3.2
3.3.3
3.3.4
3.3.5
3.4
3.4.1
3.4.2
3.4.3
3.4.4
3.4.5
3.5
3.6
BLOCK
MANIPULATION
AND
MENU
SYSTEMS
----
47
SIMPLE
MANIPULATION
AND
DECORATION
OF
BLOCKS
----
47
SHORTCUT
MENUS
----
47
COPYING
AND
MOVING
BLOCKS
----
48
FONT
SETTING
IN
BLOCKS
----
50
LINKING
BLOCKS
----
50
ROTATING
AND
FLIPPING
BLOCKS
----
51
COLOR
AND
SHADING
SETTING
OF
BLOCKS
----
52
MODIFYING
BLOCK
PARAMETERS
----
54
COMMONLY
USED
CONTROLS
IN
DIALOG
BOXES
-
55
FILLING
INFORMATION
IN
DIALOG
BOXES
----
57
MENU
SYSTEMS
IN
EARLIER
VERSIONS
OF
SIMULINK
----
59
FILE
MANAGEMENT
MENUS
----
59
EDIT,
VIEW
AND
DISPLAY
MENUS
-----63
MODEL
MANIPULATION
MENUS
----
65
SETTING
MENUS
FOR
SIMULATION
PARAMETERS
----
66
ANALYSIS
TOOL
MENUS
----
68
TOOLBAR
AND
MENU
SYSTEMS
IN
NEW
VERSIONS
-
70
SIMULATION
PARAMETERS
AND
SETTING
----
71
MODEL
DEBUGGING
----
72
MODEL
CREATION
AND
PARAMETER
SETTING
----
74
FORMAT
SETTING
----
75
CALLING
APPS----
75
MANIPULATION
INTERFACE
OF
MODEL
BROWSER
----
76
EXERCISES
----
78
4
4.1
4.1.1
4.1.2
4.1.3
4.1.4
4.1.5
4.2
4.2.1
4.2.2
4.2.3
4.2.4
4.2.5
4.3
4.3.1
4.3.2
MODELING
AND
SIMULATION
OF
ORDINARY
DIFFERENTIAL
EQUATIONS
-
79
TEMPLATE
DESIGN
IN
SIMULINK
----
79
GENERAL
RULES
IN
ODE
MODELING
-----80
BLOCK
DIAGRAM
MODEL
OF
A
SIMPLE
ODE
----
80
TEMPLATE
DESIGN
FOR
THE
NEW
MODEL
----
82
TERMINATING
CONDITIONS
IN
SIMULATION
----
85
ZERO-CROSSING
DETECTION
----
86
MODELING
OF
FIRST-ORDER
EXPLICIT
ODES
----
88
DEFINING
AND
GENERATING
KEY
SIGNALS
----
89
NUMERICAL
SOLUTION
VALIDATION
AND
CONTROL
PARAMETER
SETTING
----
91
VECTORIZED
MODELING
METHODS
-----94
A
GENERAL
FRAMEWORK
FOR
FIRST-ORDER
EXPLICIT
ODES
----
95
MODEL
FRAMEWORK
FOR
FIRST-ORDER
TIME-VARYING
EXPLICIT
ODES
----
98
MODELING
OF
HIGH-ORDER
ODES
-----99
DEFINING
KEY
SIGNALS
----
100
MODELING
OF
HIGH-ORDER
LINEAR
ODES
----
101
CONTENTS
-
IX
4.3.3
TRANSFER
FUNCTION
MODEL
FOR
CONSTANT
LINEAR
ODES
----
105
4.3.4
MODELING
OF
HIGH-ORDER
NONLINEAR
ODES
----
108
4.3.5
MODELING
OF
IMPLICIT
ODES
----
109
4.3.6
MODELING
OF
DISCONTINUOUS
ODES
----
112
4.4
MODELING
OF
HIGH-ORDER
ODE
SETS
-----
114
4.4.1
MODELING
METHODOLOGIES
OF
ODES
----
114
4.4.2
SOLUTIONS
OF
ODES
----
116
4.4.3
SOLUTIONS
OF
DELAY
DIFFERENTIAL
EQUATIONS
-----
117
4.4.4
NEUTRAL-TYPE
DELAY
DIFFERENTIAL
EQUATIONS
-----
120
4.4.5
SWITCHED
ODES
----
121
4.4.6
ODES
WITH
STOCHASTIC
INPUTS
----
123
4.5
MODELING
AND
SOLVING
FRACTIONAL-ORDER
ODES
----
126
4.5.1
AN
INTRODUCTION
TO
FRACTIONAL
CALCULUS
----
126
4.5.2
APPROXIMATING
FRACTIONAL-ORDER
OPERATORS
----
127
4.5.3
SOLVING
FRACTIONAL-ORDER
ODES
-----
130
4.6
MODEL
OF
DIFFERENCE
EQUATIONS
-----
133
4.7
EXERCISES
----
137
5
SIMULINK
MODELING
OF
CONTROL
SYSTEMS
----
145
5.1
SIMULINK
MODELING
OF
LINEAR
CONTINUOUS
SYSTEMS
----
145
5.1.1
TRANSFER
FUNCTION
MODELS
----
146
5.1.2
STATE
SPACE
MODELS
----
147
5.1.3
LINEAR
SINGULAR
STATE
SPACE
MODELS
----
148
5.1.4
TRANSFER
FUNCTIONS
WITH
NONZERO
INITIAL
CONDITIONS
----
151
5.1.5
SIMULINK
MODELING
OF
TRANSFER
FUNCTION
MATRICES
----
157
5.1.6
SIMULINK
MODELS
WITH
VARYING
PARAMETERS
----
160
5.2
MODELING
AND
SIMULATION
OF
LINEAR
DISCRETE
SYSTEMS
----
160
5.2.1
MATHEMATICAL
MODELS
OF
LINEAR
DISCRETE
SYSTEMS
----
161
5.2.2
CONVERSIONS
BETWEEN
CONTINUOUS
AND
DISCRETE
MODELS
----
162
5.2.3
SIMULINK
MODELING
OF
DISCRETE
SYSTEMS
----
163
5.2.4
IMPACT
OF
SIMULATION
CONTROL
PARAMETERS
----
165
5.2.5
IMPACT
OF
DISCRETE
PARAMETER
PRECISIONS
----
166
5.3
SIMULINK
MODELING
OF
NONLINEAR
COMPONENTS
----
167
5.3.1
LOOKUP
TABLE
BLOCKS
----
168
5.3.2
CONSTRUCTION
OF
SINGLE-VALUED
NONLINEARITIES
----
169
5.3.3
CONSTRUCTION
OF
DOUBLE-VALUED
NONLINEARITIES
----
170
5.3.4
MULTIDIMENSIONAL
LOOKUP
TABLE
BLOCKS
----
173
5.4
AUTOMATIC
SORTING
OF
SIMULINK
BLOCKS
----
175
5.5
APPROXIMATE
ANALYSIS
OF
NONLINEAR
CONTROL
SYSTEMS
----
178
5.5.1
PADE
APPROXIMATION
OF
DELAY
SYSTEMS
----
178
5.5.2
LINEARIZATION
OF
SIMULINK
MODELS
----
180
5.5.3
ALGEBRAIC
LOOP
PHENOMENON
AND
ELIMINATION
----
186
5.6
EXERCISES
----
191
X
-
CONTENTS
6
6.1
6.1.1
6.1.2
6.1.3
6.2
6.2.1
6.2.2
6.2.3
6.3
6.3.1
6.3.2
6.3.3
6.3.4
6.3.5
6.3.6
6.3.7
6.3.8
6.4
6.4.1
6.4.2
6.4.3
6.4.4
6.4.5
6.4.6
6.5
6.5.1
6.5.2
6.5.3
6.5.4
6.6
SUBSYSTEMS
AND
BLOCK
MASKING
----
197
SUBSYSTEM
MODELING
----
197
CONSTRUCTION
AND
EXTRACTION
OF
SUBSYSTEMS
----
198
SETTING
FORMAT
IN
CROSSING
LINES
----
200
EMBEDDING
SIMULINK
MODELS
----
202
COMPLICATED
FLOW
CONTROL
SUBSYSTEMS
----
204
ENABLED
AND
TRIGGERED
SUBSYSTEMS
----
204
CONDITIONAL
SUBSYSTEMS
----
207
OTHER
FLOW
CONTROL
SUBSYSTEMS
----
209
BLOCK
MASKING
----
210
ICON
DESIGN
----
211
DESIGN
AND
DECORATION
OF
OTHER
ICON
PROPERTIES
----
215
PARAMETER
DIALOG
BOX
DESIGN
----
215
CALLBACK
FUNCTION
FOR
CONTROLS
----
222
INITIALIZATION
OF
MASK
BLOCKS
----
223
DOCUMENT
AND
HELP
INFORMATION
----
224
BLOCK
MASKING
EXAMPLES
----
225
CANCELING
MASK
STATUS
----
227
DRAWING
SIMULINK
MODELS
WITH
COMMANDS
----
228
CREATE
A
BLANK
SIMULINK
MODEL
----
228
COPYING
BLOCKS
----
231
LINKING
BLOCKS
----
232
FILLING
BLOCK
PARAMETERS
----
234
MODELING
EXAMPLES
----
236
MASKING
BLOCKS
WITH
MATLAB
COMMANDS
----
239
CONTROL
SIMULATION
PROCESSES
WITH
MATLAB
COMMANDS
----
241
INVOKE
SIMULATION
PROCESS
WITH
MATLAB
COMMANDS
----
242
SETTING
CONTROL
PARAMETERS
----
243
INPUT
AND
OUTPUT
DATA
STRUCTURES
IN
SIMULINK
MODELS
----
244
PARALLEL
SIMULATION
----
247
EXERCISES
----
249
7
7.1
7.1.1
7.1.2
7.2
7.2.1
7.2.2
7.2.3
7.2.4
7.2.5
PROGRAMMING
IMPLEMENTATIONS
OF
SIMULINK
BLOCKS
----
251
M-FUNCTION
BLOCKS
AND
IMPLEMENTATION
----
251
STATIC
NONLINEARITIES
----
252
LIMITATIONS
IN
M-FUNCTION
BLOCKS
----
254
PROGRAMMING
OF
S-FUNCTIONS
----
254
STATE
SPACE
MODELS
----
255
FUNDAMENTAL
STRUCTURES
OF
S-FUNCTIONS
----
255
RESPONSE
FUNCTIONS
IN
S-FUNCTIONS
----
257
EXECUTION
MECHANISM
OF
S-FUNCTIONS
----
258
WRITING
S-FUNCTIONS
WITH
EXAMPLES
----
258
CONTENTS
-
XI
7.2.6
MASKING
S-FUNCTION
BLOCKS
----
267
7.2.7
LEVEL-2
S-FUNCTIONS
----
269
7.3
PROGRAMMING
S-FUNCTIONS
WITH
C
----
271
7.3.1
C
COMPILER
SETTING
----
272
7.3.2
EXAMPLES
IN
S-FUNCTIONS
----
272
7.4
PROGRAMMING
PRACTICE
OF
S-FUNCTIONS
-
ACTIVE
DISTURBANCE
REJECTION
CONTROLLERS
----
274
7.4.1
MODELING
OF
EXTENDED
STATE
OBSERVERS
----
275
7.4.2
MODELING
OF
ADRC
CONTROLLERS
-----
276
7.4.3
SIMULATION
OF
ADRC
SYSTEMS
-----
277
7.5
EXERCISES
----
280
8
PROMISING
COMBINATIONS
OF
SIMULINK
AND
NUMERICAL
OPTIMIZATION
TECHNIQUES----
283
8.1
BOUNDARY
VALUE
PROBLEMS
IN
ODES
----
284
8.1.1
SHOOTING
ALGORITHMS
IN
BOUNDARY
VALUE
PROBLEMS
----
285
8.1.2
CONVERTING
SHOOTING
METHODS
INTO
OPTIMIZATION
PROBLEMS
----
286
8.1.3
EXAMPLES
OF
SIMPLE
BOUNDARY
VALUE
PROBLEMS
----
286
8.1.4
FAST
RESTART
MODE
OF
SIMULINK
MODELS
----
290
8.1.5
BOUNDARY
VALUE
PROBLEMS
WITH
PARAMETERS
----
291
8.1.6
SOLUTIONS
OF
MULTIPLE-POINT
PROBLEMS
----
293
8.1.7
BOUNDARY
VALUE
PROBLEMS
OF
FRACTIONAL-ORDER
ODES
----
295
8.1.8
BOUNDARY
VALUE
PROBLEMS
OF
DELAY
DIFFERENTIAL
EQUATIONS
----
296
8.1.9
GLOBAL
OPTIMUM
SOLUTIONS
----
298
8.2
APP
INTERFACE
DESIGN
----
301
8.3
DESIGN
OF
OPTIMUM
CONTROLLERS
----
307
8.3.1
HIDDEN
PROBLEMS
IN
CLASSICAL
OPTIMAL
CONTROL
METHODS
----
307
8.3.2
PERFORMANCE
INDICES
AND
OPTIMUM
DESIGN
IN
SERVO
CONTROL
SYSTEMS
----
312
8.3.3
OPTIMAL
CONTROL
DESIGN
INTERFACE
----
317
8.3.4
OTHER
APPLICATIONS
OF
OCD
INTERFACE
----
322
8.3.5
OPEN
FRAMEWORK
OF
THE
PROGRAM
----
323
8.3.6
PID-TYPE
CONTROLLERS
-
THE
BEST
SECOND-ORDER
CONTROLLER?
----
323
8.4
OPTIMPID
-
OPTIMAL
PID
CONTROLLER
DESIGN
APP
----
326
8.4.1
LOW-LEVEL
SIMULATION
MODEL
OF
THE
CONTROL
SYSTEMS
----
326
8.4.2
OPTIMPID
APP
EXAMPLES
----
327
8.4.3
OPEN
FRAMEWORKS
AND
EXTENSIONS
-----
331
8.5
EXERCISES
----
331
9
PROCESSING
AND
SIMULATION
OF
MULTIMEDIA
INFORMATION----
335
9.1
INPUT
AND
OUTPUT
OF
AUDIO
INFORMATION
---
335
9.1.1
INTRODUCTION
TO
AUDIO
SYSTEM
TOOLBOX
----
336
XII
-
CONTENTS
9.1.2
INPUT
AND
OUTPUT
OF
AUDIO
INFORMATION
----
336
9.1.3
DATA
STRUCTURE
OF
AUDIO
SIGNALS
-----
341
9.1.4
AUDIO
INPUT
AND
OUTPUT
WITH
MATLAB
COMMANDS
----
341
9.2
AUDIO
SIGNALS
PROCESSING
-----
345
9.2.1
AUDIO
SIGNAL
FILTERING
----
345
9.2.2
DYNAMIC
RANGE
CONTROL
----
347
9.2.3
AUDIO
EFFECT
PROCESSING
----
350
9.2.4
DETECTION
OF
AUDIO
INFORMATION
-----
351
9.3
VIDEO
INFORMATION
PROCESSING
AND
COMPUTER
VISION
TOOLBOX
----
353
9.4
INPUT
AND
OUTPUT
OF
IMAGES
AND
VIDEOS
----
355
9.4.1
READING
OF
IMAGES
AND
VIDEOS
----
355
9.4.2
DISPLAY
AND
OUTPUT
OF
IMAGES
AND
VIDEOS
----
356
9.4.3
VIDEO
PLAY
WITH
COMMANDS
----
357
9.5
SIMPLE
TRANSFORMATION
OF
IMAGES
----
359
9.5.1
COLOR
SPACE
REPRESENTATION
OF
IMAGES
----
359
9.5.2
COLOR
SPACE
CONVERSION
----
360
9.5.3
GEOMETRIC
TRANSFORMATION
OF
IMAGES
----
363
9.5.4
GAMMA
CORRECTION
OF
IMAGES
----
363
9.5.5
FREQUENCY
DOMAIN
TRANSFORM
AND
FILTERS
----
365
9.6
IMAGE
ANALYSIS
AND
ENHANCEMENT
-----
366
9.6.1
HISTOGRAM
EQUALIZATION
----
366
9.6.2
EDGE
DETECTION
----
370
9.6.3
MORPHOLOGICAL
PROCESSING
----
372
9.6.4
REAL-TIME
VIDEO
PROCESSING
----
375
9.7
EXERCISES
----
376
10
MODELING
AND
SIMULATION
OF
ENGINEERING
SYSTEMS
-
377
10.1
INTRODUCTION
TO
PHYSICAL
MODELING
BLOCKSET
SIMSCAPE
----
377
10.1.1
LIMITATIONS
IN
MATHEMATICAL
MODELING
METHODS
----
378
10.1.2
SIMSCAPE
INTRODUCTION
----
380
10.1.3
FOUNDATION
LIBRARY
IN
SIMSCAPE
-------
381
10.1.4
CONVERSIONS
OF
TWO
TYPES
OF
SIGNALS
----
385
10.1.5
CREATING
SIMPLE
SIMSCAPE
MODELS
---
386
10.1.6
MODELING
AND
SIMULATION
OF
COMPLICATED
ELECTRIC
NETWORKS
----
389
10.2
INTRODUCTION
TO
ELECTRIC
SYSTEM
BLOCKSET
----
391
10.2.1
ELECTRICAL
SOURCES
----
392
10.2.2
ELECTRICAL
SENSORS
----
392
10.2.3
ELECTRIC
AND
ELECTRONIC
ELEMENTS
-----
393
10.2.4
ELECTROMECHANICAL
BLOCKS
----
394
10.3
MODELING
AND
SIMULATION
OF
ELECTRICAL
SYSTEMS
----
396
10.3.1
SIMULATION
OF
ELECTRONIC
CIRCUITS
-----
396
10.3.2
SIMULATION
OF
CIRCUITS
WITH
OPERATIONAL
AMPLIFIERS
----
398
CONTENTS
-
XIII
10.3.3
SIMULATION
EXAMPLES
IN
DIGITAL
ELECTRONIC
CIRCUITS
----
401
10.4
MODELING
AND
SIMULATION
OF
MECHANICAL
SYSTEMS
----
406
10.4.1
SIMULATION
OF
SIMPLE
MECHANICAL
SYSTEMS
----
406
10.4.2
INTRODUCTION
TO
MULTIBODY
BLOCKSET
----
409
10.4.3
MODELING
AND
SIMULATION
OF
FOUR-BAR
MECHANISMS
----
412
10.5
EXERCISES
----
414
11
SIMULATION
OF
NONENGINEERING
SYSTEMS---
419
11.1
MODELING
AND
SIMULATION
IN
PHARMACOKINETICS
----
419
11.1.1
INTRODUCTION
TO
PHARMACOKINETICS
----
419
11.1.2
COMPARTMENT
MODELS
IN
PHARMACOKINETICS
----
420
11.1.3
WADA
MODELS
WITH
TRANSPORT
DELAYS
----
423
11.1.4
PHARMACOKINETICS
TOOLBOX
AND
SIMULINK
MODELS
----
425
11.1.5
MAPLESON
MODELS
AND
CODE
----
426
11.1.6
PHARMACODYNAMIC
MODELING
----
431
11.2
FINITE
STATE
MACHINE
SIMULATIONS
WITH
STATEFLOW
------
432
11.2.1
INTRODUCTION
OF
FINITE
STATE
MACHINES
-------
432
11.2.2
INTRODUCTION
TO
STATEFLOW
----
433
11.2.3
COMMONLY
USED
COMMANDS
IN
STATEFLOW
----
437
11.2.4
STATEFLOW
MODELING
EXAMPLES
----
437
11.2.5
DRAW
CONTROL
FLOW
CHART
WITH
STATEFLOW
----
443
11.3
SIMULATION
OF
DISCRETE
EVENT
SYSTEMS
WITH
SIMEVENTS
----
444
11.3.1
FUNDAMENTAL
CONCEPTS
IN
DISCRETE
EVENT
DYNAMICAL
SYSTEMS
----
444
11.3.2
INTRODUCTION
TO
SIMEVENTS
BLOCKSET
----
445
11.3.3
SIMULATION
DEMONSTRATION
OF
DISCRETE
EVENT
SYSTEMS
-----
445
11.4
EXERCISES
----
451
BIBLIOGRAPHY
----
453
MATLAB
FUNCTION
INDEX
----
457
INDEX
----
461
|
| adam_txt |
CONTENTS
PREFACE
-
V
1
1.1
1.2
1.3
1.3.1
1.3.2
1.3.3
1.3.4
1.4
1.4.1
1.4.2
1.5
SIMULINK
AND
SYSTEM
SIMULATION
----
1
AN
INTRODUCTION
TO
SYSTEM
SIMULATION
TECHNIQUES
----
1
MATHEMATICAL
MODELING
VERSUS
PHYSICAL
MODELING
----
2
INTRODUCTION
TO
THE
DEVELOPMENT
OF
SIMULATION
TOOLS
----
5
ANALOG
AND
MIXED
COMPUTER
SIMULATION
----
5
SIMULATION
LANGUAGES
ON
DIGITAL
COMPUTERS
----
6
OBJECT-ORIENTED
SIMULATION
LANGUAGE
----
8
THE
DEVELOPMENT
OF
MATLAB
AND
SIMULINK
----
8
MAIN
STRUCTURE
AND
COMMENTS
OF
THE
BOOK
----
9
MAIN
STRUCTURE
OF
THE
BOOK
----
9
COMMENTS
ON
THE
TYPESETTING
----
11
EXERCISES
----
12
2
2.1
2.1.1
2.1.2
2.1.3
2.2
2.2.1
2.2.2
2.2.3
2.2.4
2.3
2.3.1
2.3.2
2.3.3
2.4
2.4.1
2.4.2
2.4.3
2.4.4
2.5
2.5.1
2.5.2
2.5.3
2.6
2.7
COMMONLY
USED
BLOCKS
IN
SIMULINK
----
13
INVOKE
THE
SIMULINK
ENVIRONMENT
----
13
INVOKE
SIMULINK
WITH
INTERFACE
----
14
INVOKE
SIMULINK
WITH
MATLAB
COMMANDS
----
16
SIGNALS
AND
PORTS
-
18
INPUT
AND
OUTPUT
GROUPS
----
18
INPUT
SIGNAL
GROUP
----
18
SIGNAL
BUILDER
INTERFACE
-
23
OUTPUT
SINKS
GROUP
-
24
DASHBOARD
GROUP
-
26
SYSTEM
GROUPS
----
28
LINEAR
CONTINUOUS
GROUP
----
29
LINEAR
DISCRETE
GROUP
-
32
DISCONTINUITIES
GROUP
----
33
MATHEMATICAL
OPERATIONS
AND
MANIPULATING
GROUPS
----
35
MATHEMATICAL
OPERATIONS
GROUP
----
35
USER-DEFINED
FUNCTIONS
GROUP
----
37
LOOKUP
TABLE
GROUP
----
39
LOGIC
AND
BIT
OPERATIONS
GROUP
----
39
SIGNAL
MANIPULATION
GROUPS
-
40
SIGNAL
ROUTING
GROUP
-
40
SIGNAL
ATTRIBUTE
GROUP
----
42
PORTS AND
SUBSYSTEMS
GROUP
----
42
SIMULINK
TOOLBOXES
AND
BLOCKSETS
----
43
EXERCISES
----
44
VIII
-
CONTENTS
3
3.1
3.1.1
3.1.2
3.1.3
3.1.4
3.1.5
3.1.6
3.2
3.2.1
3.2.2
3.3
3.3.1
3.3.2
3.3.3
3.3.4
3.3.5
3.4
3.4.1
3.4.2
3.4.3
3.4.4
3.4.5
3.5
3.6
BLOCK
MANIPULATION
AND
MENU
SYSTEMS
----
47
SIMPLE
MANIPULATION
AND
DECORATION
OF
BLOCKS
----
47
SHORTCUT
MENUS
----
47
COPYING
AND
MOVING
BLOCKS
----
48
FONT
SETTING
IN
BLOCKS
----
50
LINKING
BLOCKS
----
50
ROTATING
AND
FLIPPING
BLOCKS
----
51
COLOR
AND
SHADING
SETTING
OF
BLOCKS
----
52
MODIFYING
BLOCK
PARAMETERS
----
54
COMMONLY
USED
CONTROLS
IN
DIALOG
BOXES
-
55
FILLING
INFORMATION
IN
DIALOG
BOXES
----
57
MENU
SYSTEMS
IN
EARLIER
VERSIONS
OF
SIMULINK
----
59
FILE
MANAGEMENT
MENUS
----
59
EDIT,
VIEW
AND
DISPLAY
MENUS
-----63
MODEL
MANIPULATION
MENUS
----
65
SETTING
MENUS
FOR
SIMULATION
PARAMETERS
----
66
ANALYSIS
TOOL
MENUS
----
68
TOOLBAR
AND
MENU
SYSTEMS
IN
NEW
VERSIONS
-
70
SIMULATION
PARAMETERS
AND
SETTING
----
71
MODEL
DEBUGGING
----
72
MODEL
CREATION
AND
PARAMETER
SETTING
----
74
FORMAT
SETTING
----
75
CALLING
APPS----
75
MANIPULATION
INTERFACE
OF
MODEL
BROWSER
----
76
EXERCISES
----
78
4
4.1
4.1.1
4.1.2
4.1.3
4.1.4
4.1.5
4.2
4.2.1
4.2.2
4.2.3
4.2.4
4.2.5
4.3
4.3.1
4.3.2
MODELING
AND
SIMULATION
OF
ORDINARY
DIFFERENTIAL
EQUATIONS
-
79
TEMPLATE
DESIGN
IN
SIMULINK
----
79
GENERAL
RULES
IN
ODE
MODELING
-----80
BLOCK
DIAGRAM
MODEL
OF
A
SIMPLE
ODE
----
80
TEMPLATE
DESIGN
FOR
THE
NEW
MODEL
----
82
TERMINATING
CONDITIONS
IN
SIMULATION
----
85
ZERO-CROSSING
DETECTION
----
86
MODELING
OF
FIRST-ORDER
EXPLICIT
ODES
----
88
DEFINING
AND
GENERATING
KEY
SIGNALS
----
89
NUMERICAL
SOLUTION
VALIDATION
AND
CONTROL
PARAMETER
SETTING
----
91
VECTORIZED
MODELING
METHODS
-----94
A
GENERAL
FRAMEWORK
FOR
FIRST-ORDER
EXPLICIT
ODES
----
95
MODEL
FRAMEWORK
FOR
FIRST-ORDER
TIME-VARYING
EXPLICIT
ODES
----
98
MODELING
OF
HIGH-ORDER
ODES
-----99
DEFINING
KEY
SIGNALS
----
100
MODELING
OF
HIGH-ORDER
LINEAR
ODES
----
101
CONTENTS
-
IX
4.3.3
TRANSFER
FUNCTION
MODEL
FOR
CONSTANT
LINEAR
ODES
----
105
4.3.4
MODELING
OF
HIGH-ORDER
NONLINEAR
ODES
----
108
4.3.5
MODELING
OF
IMPLICIT
ODES
----
109
4.3.6
MODELING
OF
DISCONTINUOUS
ODES
----
112
4.4
MODELING
OF
HIGH-ORDER
ODE
SETS
-----
114
4.4.1
MODELING
METHODOLOGIES
OF
ODES
----
114
4.4.2
SOLUTIONS
OF
ODES
----
116
4.4.3
SOLUTIONS
OF
DELAY
DIFFERENTIAL
EQUATIONS
-----
117
4.4.4
NEUTRAL-TYPE
DELAY
DIFFERENTIAL
EQUATIONS
-----
120
4.4.5
SWITCHED
ODES
----
121
4.4.6
ODES
WITH
STOCHASTIC
INPUTS
----
123
4.5
MODELING
AND
SOLVING
FRACTIONAL-ORDER
ODES
----
126
4.5.1
AN
INTRODUCTION
TO
FRACTIONAL
CALCULUS
----
126
4.5.2
APPROXIMATING
FRACTIONAL-ORDER
OPERATORS
----
127
4.5.3
SOLVING
FRACTIONAL-ORDER
ODES
-----
130
4.6
MODEL
OF
DIFFERENCE
EQUATIONS
-----
133
4.7
EXERCISES
----
137
5
SIMULINK
MODELING
OF
CONTROL
SYSTEMS
----
145
5.1
SIMULINK
MODELING
OF
LINEAR
CONTINUOUS
SYSTEMS
----
145
5.1.1
TRANSFER
FUNCTION
MODELS
----
146
5.1.2
STATE
SPACE
MODELS
----
147
5.1.3
LINEAR
SINGULAR
STATE
SPACE
MODELS
----
148
5.1.4
TRANSFER
FUNCTIONS
WITH
NONZERO
INITIAL
CONDITIONS
----
151
5.1.5
SIMULINK
MODELING
OF
TRANSFER
FUNCTION
MATRICES
----
157
5.1.6
SIMULINK
MODELS
WITH
VARYING
PARAMETERS
----
160
5.2
MODELING
AND
SIMULATION
OF
LINEAR
DISCRETE
SYSTEMS
----
160
5.2.1
MATHEMATICAL
MODELS
OF
LINEAR
DISCRETE
SYSTEMS
----
161
5.2.2
CONVERSIONS
BETWEEN
CONTINUOUS
AND
DISCRETE
MODELS
----
162
5.2.3
SIMULINK
MODELING
OF
DISCRETE
SYSTEMS
----
163
5.2.4
IMPACT
OF
SIMULATION
CONTROL
PARAMETERS
----
165
5.2.5
IMPACT
OF
DISCRETE
PARAMETER
PRECISIONS
----
166
5.3
SIMULINK
MODELING
OF
NONLINEAR
COMPONENTS
----
167
5.3.1
LOOKUP
TABLE
BLOCKS
----
168
5.3.2
CONSTRUCTION
OF
SINGLE-VALUED
NONLINEARITIES
----
169
5.3.3
CONSTRUCTION
OF
DOUBLE-VALUED
NONLINEARITIES
----
170
5.3.4
MULTIDIMENSIONAL
LOOKUP
TABLE
BLOCKS
----
173
5.4
AUTOMATIC
SORTING
OF
SIMULINK
BLOCKS
----
175
5.5
APPROXIMATE
ANALYSIS
OF
NONLINEAR
CONTROL
SYSTEMS
----
178
5.5.1
PADE
APPROXIMATION
OF
DELAY
SYSTEMS
----
178
5.5.2
LINEARIZATION
OF
SIMULINK
MODELS
----
180
5.5.3
ALGEBRAIC
LOOP
PHENOMENON
AND
ELIMINATION
----
186
5.6
EXERCISES
----
191
X
-
CONTENTS
6
6.1
6.1.1
6.1.2
6.1.3
6.2
6.2.1
6.2.2
6.2.3
6.3
6.3.1
6.3.2
6.3.3
6.3.4
6.3.5
6.3.6
6.3.7
6.3.8
6.4
6.4.1
6.4.2
6.4.3
6.4.4
6.4.5
6.4.6
6.5
6.5.1
6.5.2
6.5.3
6.5.4
6.6
SUBSYSTEMS
AND
BLOCK
MASKING
----
197
SUBSYSTEM
MODELING
----
197
CONSTRUCTION
AND
EXTRACTION
OF
SUBSYSTEMS
----
198
SETTING
FORMAT
IN
CROSSING
LINES
----
200
EMBEDDING
SIMULINK
MODELS
----
202
COMPLICATED
FLOW
CONTROL
SUBSYSTEMS
----
204
ENABLED
AND
TRIGGERED
SUBSYSTEMS
----
204
CONDITIONAL
SUBSYSTEMS
----
207
OTHER
FLOW
CONTROL
SUBSYSTEMS
----
209
BLOCK
MASKING
----
210
ICON
DESIGN
----
211
DESIGN
AND
DECORATION
OF
OTHER
ICON
PROPERTIES
----
215
PARAMETER
DIALOG
BOX
DESIGN
----
215
CALLBACK
FUNCTION
FOR
CONTROLS
----
222
INITIALIZATION
OF
MASK
BLOCKS
----
223
DOCUMENT
AND
HELP
INFORMATION
----
224
BLOCK
MASKING
EXAMPLES
----
225
CANCELING
MASK
STATUS
----
227
DRAWING
SIMULINK
MODELS
WITH
COMMANDS
----
228
CREATE
A
BLANK
SIMULINK
MODEL
----
228
COPYING
BLOCKS
----
231
LINKING
BLOCKS
----
232
FILLING
BLOCK
PARAMETERS
----
234
MODELING
EXAMPLES
----
236
MASKING
BLOCKS
WITH
MATLAB
COMMANDS
----
239
CONTROL
SIMULATION
PROCESSES
WITH
MATLAB
COMMANDS
----
241
INVOKE
SIMULATION
PROCESS
WITH
MATLAB
COMMANDS
----
242
SETTING
CONTROL
PARAMETERS
----
243
INPUT
AND
OUTPUT
DATA
STRUCTURES
IN
SIMULINK
MODELS
----
244
PARALLEL
SIMULATION
----
247
EXERCISES
----
249
7
7.1
7.1.1
7.1.2
7.2
7.2.1
7.2.2
7.2.3
7.2.4
7.2.5
PROGRAMMING
IMPLEMENTATIONS
OF
SIMULINK
BLOCKS
----
251
M-FUNCTION
BLOCKS
AND
IMPLEMENTATION
----
251
STATIC
NONLINEARITIES
----
252
LIMITATIONS
IN
M-FUNCTION
BLOCKS
----
254
PROGRAMMING
OF
S-FUNCTIONS
----
254
STATE
SPACE
MODELS
----
255
FUNDAMENTAL
STRUCTURES
OF
S-FUNCTIONS
----
255
RESPONSE
FUNCTIONS
IN
S-FUNCTIONS
----
257
EXECUTION
MECHANISM
OF
S-FUNCTIONS
----
258
WRITING
S-FUNCTIONS
WITH
EXAMPLES
----
258
CONTENTS
-
XI
7.2.6
MASKING
S-FUNCTION
BLOCKS
----
267
7.2.7
LEVEL-2
S-FUNCTIONS
----
269
7.3
PROGRAMMING
S-FUNCTIONS
WITH
C
----
271
7.3.1
C
COMPILER
SETTING
----
272
7.3.2
EXAMPLES
IN
S-FUNCTIONS
----
272
7.4
PROGRAMMING
PRACTICE
OF
S-FUNCTIONS
-
ACTIVE
DISTURBANCE
REJECTION
CONTROLLERS
----
274
7.4.1
MODELING
OF
EXTENDED
STATE
OBSERVERS
----
275
7.4.2
MODELING
OF
ADRC
CONTROLLERS
-----
276
7.4.3
SIMULATION
OF
ADRC
SYSTEMS
-----
277
7.5
EXERCISES
----
280
8
PROMISING
COMBINATIONS
OF
SIMULINK
AND
NUMERICAL
OPTIMIZATION
TECHNIQUES----
283
8.1
BOUNDARY
VALUE
PROBLEMS
IN
ODES
----
284
8.1.1
SHOOTING
ALGORITHMS
IN
BOUNDARY
VALUE
PROBLEMS
----
285
8.1.2
CONVERTING
SHOOTING
METHODS
INTO
OPTIMIZATION
PROBLEMS
----
286
8.1.3
EXAMPLES
OF
SIMPLE
BOUNDARY
VALUE
PROBLEMS
----
286
8.1.4
FAST
RESTART
MODE
OF
SIMULINK
MODELS
----
290
8.1.5
BOUNDARY
VALUE
PROBLEMS
WITH
PARAMETERS
----
291
8.1.6
SOLUTIONS
OF
MULTIPLE-POINT
PROBLEMS
----
293
8.1.7
BOUNDARY
VALUE
PROBLEMS
OF
FRACTIONAL-ORDER
ODES
----
295
8.1.8
BOUNDARY
VALUE
PROBLEMS
OF
DELAY
DIFFERENTIAL
EQUATIONS
----
296
8.1.9
GLOBAL
OPTIMUM
SOLUTIONS
----
298
8.2
APP
INTERFACE
DESIGN
----
301
8.3
DESIGN
OF
OPTIMUM
CONTROLLERS
----
307
8.3.1
HIDDEN
PROBLEMS
IN
CLASSICAL
OPTIMAL
CONTROL
METHODS
----
307
8.3.2
PERFORMANCE
INDICES
AND
OPTIMUM
DESIGN
IN
SERVO
CONTROL
SYSTEMS
----
312
8.3.3
OPTIMAL
CONTROL
DESIGN
INTERFACE
----
317
8.3.4
OTHER
APPLICATIONS
OF
OCD
INTERFACE
----
322
8.3.5
OPEN
FRAMEWORK
OF
THE
PROGRAM
----
323
8.3.6
PID-TYPE
CONTROLLERS
-
THE
BEST
SECOND-ORDER
CONTROLLER?
----
323
8.4
OPTIMPID
-
OPTIMAL
PID
CONTROLLER
DESIGN
APP
----
326
8.4.1
LOW-LEVEL
SIMULATION
MODEL
OF
THE
CONTROL
SYSTEMS
----
326
8.4.2
OPTIMPID
APP
EXAMPLES
----
327
8.4.3
OPEN
FRAMEWORKS
AND
EXTENSIONS
-----
331
8.5
EXERCISES
----
331
9
PROCESSING
AND
SIMULATION
OF
MULTIMEDIA
INFORMATION----
335
9.1
INPUT
AND
OUTPUT
OF
AUDIO
INFORMATION
---
335
9.1.1
INTRODUCTION
TO
AUDIO
SYSTEM
TOOLBOX
----
336
XII
-
CONTENTS
9.1.2
INPUT
AND
OUTPUT
OF
AUDIO
INFORMATION
----
336
9.1.3
DATA
STRUCTURE
OF
AUDIO
SIGNALS
-----
341
9.1.4
AUDIO
INPUT
AND
OUTPUT
WITH
MATLAB
COMMANDS
----
341
9.2
AUDIO
SIGNALS
PROCESSING
-----
345
9.2.1
AUDIO
SIGNAL
FILTERING
----
345
9.2.2
DYNAMIC
RANGE
CONTROL
----
347
9.2.3
AUDIO
EFFECT
PROCESSING
----
350
9.2.4
DETECTION
OF
AUDIO
INFORMATION
-----
351
9.3
VIDEO
INFORMATION
PROCESSING
AND
COMPUTER
VISION
TOOLBOX
----
353
9.4
INPUT
AND
OUTPUT
OF
IMAGES
AND
VIDEOS
----
355
9.4.1
READING
OF
IMAGES
AND
VIDEOS
----
355
9.4.2
DISPLAY
AND
OUTPUT
OF
IMAGES
AND
VIDEOS
----
356
9.4.3
VIDEO
PLAY
WITH
COMMANDS
----
357
9.5
SIMPLE
TRANSFORMATION
OF
IMAGES
----
359
9.5.1
COLOR
SPACE
REPRESENTATION
OF
IMAGES
----
359
9.5.2
COLOR
SPACE
CONVERSION
----
360
9.5.3
GEOMETRIC
TRANSFORMATION
OF
IMAGES
----
363
9.5.4
GAMMA
CORRECTION
OF
IMAGES
----
363
9.5.5
FREQUENCY
DOMAIN
TRANSFORM
AND
FILTERS
----
365
9.6
IMAGE
ANALYSIS
AND
ENHANCEMENT
-----
366
9.6.1
HISTOGRAM
EQUALIZATION
----
366
9.6.2
EDGE
DETECTION
----
370
9.6.3
MORPHOLOGICAL
PROCESSING
----
372
9.6.4
REAL-TIME
VIDEO
PROCESSING
----
375
9.7
EXERCISES
----
376
10
MODELING
AND
SIMULATION
OF
ENGINEERING
SYSTEMS
-
377
10.1
INTRODUCTION
TO
PHYSICAL
MODELING
BLOCKSET
SIMSCAPE
----
377
10.1.1
LIMITATIONS
IN
MATHEMATICAL
MODELING
METHODS
----
378
10.1.2
SIMSCAPE
INTRODUCTION
----
380
10.1.3
FOUNDATION
LIBRARY
IN
SIMSCAPE
-------
381
10.1.4
CONVERSIONS
OF
TWO
TYPES
OF
SIGNALS
----
385
10.1.5
CREATING
SIMPLE
SIMSCAPE
MODELS
---
386
10.1.6
MODELING
AND
SIMULATION
OF
COMPLICATED
ELECTRIC
NETWORKS
----
389
10.2
INTRODUCTION
TO
ELECTRIC
SYSTEM
BLOCKSET
----
391
10.2.1
ELECTRICAL
SOURCES
----
392
10.2.2
ELECTRICAL
SENSORS
----
392
10.2.3
ELECTRIC
AND
ELECTRONIC
ELEMENTS
-----
393
10.2.4
ELECTROMECHANICAL
BLOCKS
----
394
10.3
MODELING
AND
SIMULATION
OF
ELECTRICAL
SYSTEMS
----
396
10.3.1
SIMULATION
OF
ELECTRONIC
CIRCUITS
-----
396
10.3.2
SIMULATION
OF
CIRCUITS
WITH
OPERATIONAL
AMPLIFIERS
----
398
CONTENTS
-
XIII
10.3.3
SIMULATION
EXAMPLES
IN
DIGITAL
ELECTRONIC
CIRCUITS
----
401
10.4
MODELING
AND
SIMULATION
OF
MECHANICAL
SYSTEMS
----
406
10.4.1
SIMULATION
OF
SIMPLE
MECHANICAL
SYSTEMS
----
406
10.4.2
INTRODUCTION
TO
MULTIBODY
BLOCKSET
----
409
10.4.3
MODELING
AND
SIMULATION
OF
FOUR-BAR
MECHANISMS
----
412
10.5
EXERCISES
----
414
11
SIMULATION
OF
NONENGINEERING
SYSTEMS---
419
11.1
MODELING
AND
SIMULATION
IN
PHARMACOKINETICS
----
419
11.1.1
INTRODUCTION
TO
PHARMACOKINETICS
----
419
11.1.2
COMPARTMENT
MODELS
IN
PHARMACOKINETICS
----
420
11.1.3
WADA
MODELS
WITH
TRANSPORT
DELAYS
----
423
11.1.4
PHARMACOKINETICS
TOOLBOX
AND
SIMULINK
MODELS
----
425
11.1.5
MAPLESON
MODELS
AND
CODE
----
426
11.1.6
PHARMACODYNAMIC
MODELING
----
431
11.2
FINITE
STATE
MACHINE
SIMULATIONS
WITH
STATEFLOW
------
432
11.2.1
INTRODUCTION
OF
FINITE
STATE
MACHINES
-------
432
11.2.2
INTRODUCTION
TO
STATEFLOW
----
433
11.2.3
COMMONLY
USED
COMMANDS
IN
STATEFLOW
----
437
11.2.4
STATEFLOW
MODELING
EXAMPLES
----
437
11.2.5
DRAW
CONTROL
FLOW
CHART
WITH
STATEFLOW
----
443
11.3
SIMULATION
OF
DISCRETE
EVENT
SYSTEMS
WITH
SIMEVENTS
----
444
11.3.1
FUNDAMENTAL
CONCEPTS
IN
DISCRETE
EVENT
DYNAMICAL
SYSTEMS
----
444
11.3.2
INTRODUCTION
TO
SIMEVENTS
BLOCKSET
----
445
11.3.3
SIMULATION
DEMONSTRATION
OF
DISCRETE
EVENT
SYSTEMS
-----
445
11.4
EXERCISES
----
451
BIBLIOGRAPHY
----
453
MATLAB
FUNCTION
INDEX
----
457
INDEX
----
461 |
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| author | Xue, Dingyu |
| author_GND | (DE-588)1098160967 |
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| bvnumber | BV048296677 |
| ctrlnum | (OCoLC)1334051424 (DE-599)DNB1249234204 |
| format | Book |
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| id | DE-604.BV048296677 |
| illustrated | Illustrated |
| index_date | 2024-07-03T20:05:27Z |
| indexdate | 2024-07-10T09:34:31Z |
| institution | BVB |
| institution_GND | (DE-588)10095502-2 |
| isbn | 9783110739046 3110739046 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-033676538 |
| oclc_num | 1334051424 |
| open_access_boolean | |
| owner | DE-1050 |
| owner_facet | DE-1050 |
| physical | VIII, 468 Seiten Illustrationen, Diagramme 24 cm x 17 cm |
| publishDate | 2022 |
| publishDateSearch | 2022 |
| publishDateSort | 2022 |
| publisher | De Gruyter |
| record_format | marc |
| series2 | De Gruyter STEM |
| spelling | Xue, Dingyu Verfasser (DE-588)1098160967 aut Modeling and simulation with Simulink for engineering and information systems Dingyü Xue Berlin De Gruyter 2022 VIII, 468 Seiten Illustrationen, Diagramme 24 cm x 17 cm txt rdacontent n rdamedia nc rdacarrier De Gruyter STEM SIMULINK (DE-588)4480546-9 gnd rswk-swf Simulation (DE-588)4055072-2 gnd rswk-swf Programmierung (DE-588)4076370-5 gnd rswk-swf MATLAB (DE-588)4329066-8 gnd rswk-swf Simulink MATLAB Modellierung Simulation SIMULINK (DE-588)4480546-9 s MATLAB (DE-588)4329066-8 s Simulation (DE-588)4055072-2 s Programmierung (DE-588)4076370-5 s DE-604 Walter de Gruyter GmbH & Co. KG (DE-588)10095502-2 pbl Erscheint auch als Online-Ausgabe 9783110734997 Erscheint auch als Online-Ausgabe 9783110734959 X:MVB https://www.degruyter.com/isbn/9783110739046 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033676538&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p vlb 20220112 DE-101 https://d-nb.info/provenance/plan#vlb |
| spellingShingle | Xue, Dingyu Modeling and simulation with Simulink for engineering and information systems SIMULINK (DE-588)4480546-9 gnd Simulation (DE-588)4055072-2 gnd Programmierung (DE-588)4076370-5 gnd MATLAB (DE-588)4329066-8 gnd |
| subject_GND | (DE-588)4480546-9 (DE-588)4055072-2 (DE-588)4076370-5 (DE-588)4329066-8 |
| title | Modeling and simulation with Simulink for engineering and information systems |
| title_auth | Modeling and simulation with Simulink for engineering and information systems |
| title_exact_search | Modeling and simulation with Simulink for engineering and information systems |
| title_exact_search_txtP | Modeling and simulation with Simulink for engineering and information systems |
| title_full | Modeling and simulation with Simulink for engineering and information systems Dingyü Xue |
| title_fullStr | Modeling and simulation with Simulink for engineering and information systems Dingyü Xue |
| title_full_unstemmed | Modeling and simulation with Simulink for engineering and information systems Dingyü Xue |
| title_short | Modeling and simulation with Simulink |
| title_sort | modeling and simulation with simulink for engineering and information systems |
| title_sub | for engineering and information systems |
| topic | SIMULINK (DE-588)4480546-9 gnd Simulation (DE-588)4055072-2 gnd Programmierung (DE-588)4076370-5 gnd MATLAB (DE-588)4329066-8 gnd |
| topic_facet | SIMULINK Simulation Programmierung MATLAB |
| url | https://www.degruyter.com/isbn/9783110739046 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033676538&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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