Plastics industry 4.0: potentials and applications in plastics technology
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| Hauptverfasser: | , |
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| Format: | Buch |
| Sprache: | English |
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Munich ; Cincinnati, Ohio
Hanser
[2021]
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XIII, 303 Seiten Illustrationen, Diagramme |
| ISBN: | 9781569907962 |
Internformat
MARC
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| 024 | 3 | |a 9781569907962 | |
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| 100 | 1 | |a Hopmann, Christian |d 1968- |e Verfasser |0 (DE-588)173488498 |4 aut | |
| 245 | 1 | 0 | |a Plastics industry 4.0 |b potentials and applications in plastics technology |c Christian Hopmann, Mauritius Schmitz |
| 264 | 1 | |a Munich ; Cincinnati, Ohio |b Hanser |c [2021] | |
| 264 | 4 | |c © 2021 | |
| 300 | |a XIII, 303 Seiten |b Illustrationen, Diagramme | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
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| 653 | |a industry 4.0 | ||
| 653 | |a FBKTALLG: Kunststoffe allgemein | ||
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| 999 | |a oai:aleph.bib-bvb.de:BVB01-031700744 | ||
Datensatz im Suchindex
| _version_ | 1804180808508899328 |
|---|---|
| adam_text | CONTENTS
PREFACE
......................................................................................................
V
ABOUT
THE
AUTHORS
....................................................................................
VII
1
INTRODUCTION
......................................................................................
1
1.1
POTENTIALS
AND
BENEFITS
OF
INDUSTRY
4.0
....................................................
4
1.2
CHALLENGES
FOR
SUCCESSFUL
IMPLEMENTATION
OF
INDUSTRY
4.0
....................
6
2
DATA
ACQUISITION
AND
PROCESS
MONITORING
AS
ENABLER
FOR
INDUSTRY
4.0
......................................................................................
11
2.1
THE
NECESSITY
OF
DATA
ACQUISITION
............................................................
15
2.1.1
QUALITY
CONTROL
IN
THE
1990S
........................................................
16
2.1.2
EXEMPLARY
FIELDS
OF
APPLICATION
..................................................
18
2.2
GAINING
INSIGHTS
INTO
THE
PROCESS
..............................................................
20
2.2.1
DIFFERENTIATION
OF
INJECTION
MOLDING
PROCESS
DATA
......................
21
2.2.2
ECONOMIC
EVALUATION
OF
THE
INJECTION
MOLDING
PROCESS
BASED
ON
MEASURABLE
VALUES
..........................................................................
25
2.2.3
PROCESS
DATA
FOR
SETUP
OF
A
NEW
PROCESS
......................................
TJ
2.2.4
PROCESS
CONTROL
..............................................................................
28
2.2.4.1
ONLINE
PROCESS
CONTROL
..................................................
28
2.2.4.2
PROCESS
CONTROL
CONCEPTS
..............................................
29
2.3
DATA
ACQUISITION
METHODS
..........................................................................
32
2.3.1
MATERIAL
PROPERTIES
FOR
DIGITAL
ENGINEERING
.................................
32
2.3.1.1
THERMAL
PROPERTIES
OF
PLASTIC
MELTS
..............................
33
2.3.1.2
PVT-BEHAVIOR
....................................................................
35
2.3.1.3
RHEOLOGICAL
PROPERTIES
..................................................
43
2.3.1.4
MECHANICAL
PROPERTIES
.....................................................
45
2.3.1.5
APPLICATIONS
OF
DATA
IN
DIGITAL
ENGINEERING
.................
46
2.3.2
DATA
ACQUISITION
AND
PROCESS
MONITORING
METHODS
....................
46
2.3.2.1
TEMPERATURE
MEASUREMENT
.............................................
47
2.3.2.2
PRESSURE
MEASUREMENT
...................................................
52
2.3.2.3
ELECTRICAL
PRESSURE
MEASUREMENT
................................
53
2.3.2.4
POSITION
MEASUREMENT
.....................................................
55
2.3.3
HUMIDITY
MEASUREMENT
.................................................................
58
2.3.4
PART
MEASUREMENT
...........................................................................
60
2.3.4.1
PART
MEASUREMENT
(POST-MORTEM)
.................................
60
2.3.4.2
OPTICAL
MEASUREMENT
.......................................................
62
2.3.4.3
TACTILE
MEASUREMENT
.......................................................
66
2.3.5
COMBINATION
OF
TACTILE
AND
OPTICAL
MEASUREMENTS
....................
67
2.4
THE
DIFFERENT
TYPES
OF
QUALITY
CONTROL
....................................................
67
2.4.1
OFFLINE
QUALITY
CONTROL
...................................................................
68
2.4.2
INLINE
QUALITY
CONTROL
.....................................................................
68
2.4.3
ONLINE
QUALITY
CONTROL
...................................................................
69
3
CYBER-PHYSICAL
SYSTEMS
................................................................
75
3.1
COMPUTER
INTEGRATED
MANUFACTURING
AS
CONCEPTUAL
FOUNDATION
FOR
CYBER-PHYSICAL
PRODUCTION
SYSTEMS
...........................................................
76
3.2
CPPS
IN
PLASTICS
PROCESSING
.......................................................................
80
3.3
COMMUNICATION
CAPABILITY
OF
CPPS
COMPONENTS
IN
INJECTION
MOLDING
85
3.4
PLANNING AND
REALIZING
A
CPPS
IN
PLASTICS
PROCESSING
............................
90
4
MODELS
AND
ARTIFICIAL
INTELLIGENCE
................................................
97
4.1
MODEL
QUALITY
...............................................................................................
98
4.2
THREE
DIFFERENT
CATEGORIES
OF
MODELS
.........................................................
101
4.2.1
PHYSICAL
MODELS
...............................................................................
102
4.2.2
KNOWLEDGE-BASED
SYSTEMS
.............................................................
109
4.2.3
ARTIFICIAL
INTELLIGENCE
.......................................................................
112
4.2.3.1
AL
MODELING
METHODS
.....................................................
112
4.2.3.2
ARTIFICIAL
NEURAL
NETWORKS
(ANNS)
..............................
116
4.2.3.3
AL
MODELING
EXAMPLES
IN
THE
PLASTICS
INDUSTRY
..........
127
5
GLOBAL
CONNECTIVITY
.........................................................................
137
5.1
DATA
AVAILABILITY
...........................................................................................
137
5.2
DATA
MANAGEMENT
.......................................................................................
138
5.3
IT
INFRASTRUCTURE
...........................................................................................
143
5.3.1
CLOUD
COMPUTING
.............................................................................
143
5.3.2
EDGE
COMPUTING
...............................................................................
146
5.3.3
HYBRID
SYSTEM
IN
PLASTICS
PROCESSING
..........................................
146
5.4
MACHINE
AND
DATA
INTERFACES
....................................................................
148
5.4.1
DIGITAL
I/O
.........................................................................................
148
5.4.2
ANALOG
I/O
.......................................................................................
150
5.4.3
SERIAL
INTERFACES
..............................................................................
152
5.5
DATA
SYSTEMS
...............................................................................................
154
5.5.1
INTRODUCTION
.....................................................................................
154
5.5.2
NEED
FOR
DATA
PROCESSING
..............................................................
154
5.5.3
DEVELOPMENT
OF
DATA
SYSTEMS
......................................................
155
5.5.4
ENTERPRISE
RESOURCE
PLANNING
......................................................
156
5.5.5
MANUFACTURING
EXECUTION
SYSTEM
................................................
158
5.5.6
ERP/MES
IN
THE
PLASTICS
PROCESSING
INDUSTRY
............................
161
5.5.7
REQUIREMENTS
FOR
ERP/MES
IN
THE
CONTEXT
OF
INDUSTRY
4.0
....
163
5.5.8
DEVELOPED
SYSTEMS
IN
RESEARCH
....................................................
164
5.5.9
USED
SYSTEMS
IN
THE
INDUSTRY
......................................................
165
5.5.9.1
SAPERP
..........................................................................
166
5.5.9.2
FEKORMES
....................................................................
168
5.5.9.3
AUTHENTIG
........................................................................
171
6
DIGITAL
ENGINEERING
.........................................................................
175
6.1
INTRODUCTION
.................................................................................................
175
6.1.1
DIGITAL
MATERIALS
............................................................................
177
6.1.2
MATERIAL
MODELING
ON
THE
NANOSCOPIC
SCALE
................................
178
6.1.3
MATERIAL
MODELING
ON
THE
MICROSCOPIC
AND
MESOSCOPIC
SCALE
..
181
6.1.4
MATERIAL
MODELS
ON
THE
MACROSCOPIC
SCALE
..................................
184
6.1.4.1
ISOTROPIC
LINEAR-ELASTIC
BEHAVIOR
..................................
185
6.1.4.2
ORTHOTROPIC
LINEAR-ELASTIC
BEHAVIOR
...............................
185
6.1.4.3
HYPERELASTIC
BEHAVIOR
....................................................
186
6.1.4.4
ANISOTROPIC
HYPERELASTIC
BEHAVIOR
.................................
187
6.1.4.5
PLASTIC
MATERIAL
MODELS
...................................................
188
6.1.4.6
VISCOELASTICITY
................................................................
188
6.1.4.7
DAMAGE
MODEL
FOR
DYNAMIC
LOAD
..................................
189
6.2
PROCESS
SIMULATION
.......................................................................................
189
6.2.1
SETTING
UP
INJECTION
MOLDING
SIMULATION
.....................................
190
6.2.2
DESIGN
AND
OPTIMIZATION
USING
INJECTION
MOLDING
SIMULATION
192
6.3
RESULT
ANALYSIS
AND
MAPPING
.....................................................................
197
6.3.1
CALCULATION
OF
MECHANICAL
PROPERTIES
BASED
ON
LOCAL
MICROSTRUCTURE
.................................................................................
197
6.3.2
WELD
LINES
.......................................................................................
198
6.3.3
ELASTOMERS:
CONSIDERING
CROSSLINKING
LEVEL
IN
STRUCTURAL
SIMULATION
.......................................................................................
199
6.3.4
THERMOPLASTIC
ELASTOMERS:
DETERMINATION
OF
ELASTOMER
PARTICLE
SIZE
.....................................................................................
201
6.4
PART
SIMULATION
.............................................................................................
202
6.5
ARTIFICIAL
NEURAL
NETWORKS
IN
VIRTUAL
PROCESS
DEVELOPMENT
.....................
207
7
COMPLEX
VALUE
CHAIN
........................................................................
221
7.1
INTRODUCTION
TO
COMPLEX
VALUE
CHAINS
......................................................
221
7.2
SHOP
FLOOR
MANAGEMENT
.............................................................................
223
7.2.1
LEAN
MANAGEMENT
...........................................................................
224
7.2.2
KEY
FIGURES
FOR
PLASTICS
PROCESSING
...............................................
228
7.2.3
SHOP
FLOOR
MANAGEMENT
IN
THE
CONTEXT
OF
INDUSTRY
4.0
............
230
7.2.4
ASSET
IDENTIFICATION
.........................................................................
231
7.2.4.1
IDENTIFICATION,
TRACKING,
AND
TRACING
OF
ASSETS
..........
231
7.2.4.2
TECHNICAL
SOLUTIONS
OF
ASSET
IDENTIFICATION
..................
233
7.2.4.3
PLASTIC-RELATED
RFID
RESEARCH
PROJECTS
........................
238
7.2.5
WAREHOUSE
MANAGEMENT
.................................................................
240
7.2.6
LOGISTICS
4.0
.....................................................................................
245
7.2.7
EQUIPMENT
MANAGEMENT
.................................................................
250
7.3
EXAMPLES
OF
COMPLEX
VALUE
CHAINS
IN
PLASTICS
PROCESSING
....................
252
7.3.1
MODEL-BASED
SETUP
OF
INJECTION
MOLDING
PROCESSES
....................
252
7.3.2
PRODUCING
MULTIPLE
VARIANTS
IN
A
PRODUCTION
CELL
.......................
256
8
ASSISTANT
SYSTEMS
..............................................................................
265
8.1
REQUIREMENTS
AND
FUNCTIONALITIES
REGARDING
ASSISTANT
SYSTEMS
...........
266
8.2
SIMULATION-BASED
ASSISTANCE
FOR
PROCESS
SETUP
......................................
268
8.3
PREDICTIVE
MAINTENANCE
...............................................................................
276
8.3.1
MAINTENANCE
ROUTINES
.....................................................................
277
8.3.2
PREDICTIVE
MAINTENANCE
IN
INJECTION
MOLDING
..............................
278
8.3.2.1
PREDICTIVE
MAINTENANCE
FOR
INJECTION
MOLDING
MACHINES
..........................................................
279
8.3.2.2
PREDICTIVE
MAINTENANCE
FOR
INJECTION
MOLDS
................
281
8.4
AUGMENTED
REALITY
AND
VIRTUAL
REALITY
AS
VISUAL
SUPPORT
....................
283
8.4.1
DEFINITION
AND
DEMARCATION
OF
TERMS
..........................................
284
8.4.2
STATE
OF
THE
ART
.................................................................................
284
8.4.3
INDUSTRY
4.0
AND
AUGMENTED
REALITY
............................................
286
8.5
COMMERCIALLY
AVAILABLE
TOOLS
....................................................................
287
8.5.1
ENGEL
ID
CONTROL
SYSTEMS
FOR
PROCESS
SUPPORT
IN
INJECTION
MOLDING
............................................................................................
288
8.5.2
ARBURG
CONTINUOUS
QUALITY
CONTROL
WITH
THE
CQC
SYSTEM
...
289
8.5.3
KRAUSSMAFFEI
ADAPTIVE
PROCESS
CONTROL
TO
DEAL
WITH
MATERIAL
FLUCTUATIONS
....................................................................................
290
8.5.4
SUMITOMO
ENHANCED
MACHINE
EFFICIENCY
WITH
ACTIVEPLUS
........
291
8.5.5
PROCESS
OPTIMIZATION
WITH
STASA
QC
..........................................
292
INDEX
..............................................................................................................
299
|
| any_adam_object | 1 |
| author | Hopmann, Christian 1968- Schmitz, Mauritius 1985- |
| author_GND | (DE-588)173488498 (DE-588)1225000769 |
| author_facet | Hopmann, Christian 1968- Schmitz, Mauritius 1985- |
| author_role | aut aut |
| author_sort | Hopmann, Christian 1968- |
| author_variant | c h ch m s ms |
| building | Verbundindex |
| bvnumber | BV046323774 |
| classification_rvk | ZM 5250 ZG 9225 |
| ctrlnum | (OCoLC)1231967496 (DE-599)DNB1201504910 |
| discipline | Chemie / Pharmazie Technik Werkstoffwissenschaften / Fertigungstechnik |
| format | Book |
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| id | DE-604.BV046323774 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T08:41:39Z |
| institution | BVB |
| institution_GND | (DE-588)1064064051 |
| isbn | 9781569907962 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-031700744 |
| oclc_num | 1231967496 |
| open_access_boolean | |
| owner | DE-703 DE-210 DE-1050 DE-91 DE-BY-TUM DE-12 DE-83 |
| owner_facet | DE-703 DE-210 DE-1050 DE-91 DE-BY-TUM DE-12 DE-83 |
| physical | XIII, 303 Seiten Illustrationen, Diagramme |
| publishDate | 2021 |
| publishDateSearch | 2021 |
| publishDateSort | 2021 |
| publisher | Hanser |
| record_format | marc |
| spelling | Hopmann, Christian 1968- Verfasser (DE-588)173488498 aut Plastics industry 4.0 potentials and applications in plastics technology Christian Hopmann, Mauritius Schmitz Munich ; Cincinnati, Ohio Hanser [2021] © 2021 XIII, 303 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Betriebswirtschaftslehre (DE-588)4069402-1 gnd rswk-swf Kunststoffindustrie (DE-588)4033695-5 gnd rswk-swf Digitalisierung (DE-588)4123065-6 gnd rswk-swf Produktion (DE-588)4047347-8 gnd rswk-swf Verarbeitende Industrie (DE-588)4133768-2 gnd rswk-swf Kunststofftechnik (DE-588)4166076-6 gnd rswk-swf Kunststoffverarbeitung (DE-588)4114335-8 gnd rswk-swf Industrie 4.0 (DE-588)1072179776 gnd rswk-swf industry 4.0 FBKTALLG: Kunststoffe allgemein PLAS2020 Kunststoffverarbeitung (DE-588)4114335-8 s Industrie 4.0 (DE-588)1072179776 s DE-604 Betriebswirtschaftslehre (DE-588)4069402-1 s Verarbeitende Industrie (DE-588)4133768-2 s Kunststoffindustrie (DE-588)4033695-5 s Produktion (DE-588)4047347-8 s Digitalisierung (DE-588)4123065-6 s Kunststofftechnik (DE-588)4166076-6 s Schmitz, Mauritius 1985- Verfasser (DE-588)1225000769 aut Hanser Publications (DE-588)1064064051 pbl Erscheint auch als Online-Ausgabe 978-1-56990-797-9 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031700744&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Hopmann, Christian 1968- Schmitz, Mauritius 1985- Plastics industry 4.0 potentials and applications in plastics technology Betriebswirtschaftslehre (DE-588)4069402-1 gnd Kunststoffindustrie (DE-588)4033695-5 gnd Digitalisierung (DE-588)4123065-6 gnd Produktion (DE-588)4047347-8 gnd Verarbeitende Industrie (DE-588)4133768-2 gnd Kunststofftechnik (DE-588)4166076-6 gnd Kunststoffverarbeitung (DE-588)4114335-8 gnd Industrie 4.0 (DE-588)1072179776 gnd |
| subject_GND | (DE-588)4069402-1 (DE-588)4033695-5 (DE-588)4123065-6 (DE-588)4047347-8 (DE-588)4133768-2 (DE-588)4166076-6 (DE-588)4114335-8 (DE-588)1072179776 |
| title | Plastics industry 4.0 potentials and applications in plastics technology |
| title_auth | Plastics industry 4.0 potentials and applications in plastics technology |
| title_exact_search | Plastics industry 4.0 potentials and applications in plastics technology |
| title_full | Plastics industry 4.0 potentials and applications in plastics technology Christian Hopmann, Mauritius Schmitz |
| title_fullStr | Plastics industry 4.0 potentials and applications in plastics technology Christian Hopmann, Mauritius Schmitz |
| title_full_unstemmed | Plastics industry 4.0 potentials and applications in plastics technology Christian Hopmann, Mauritius Schmitz |
| title_short | Plastics industry 4.0 |
| title_sort | plastics industry 4 0 potentials and applications in plastics technology |
| title_sub | potentials and applications in plastics technology |
| topic | Betriebswirtschaftslehre (DE-588)4069402-1 gnd Kunststoffindustrie (DE-588)4033695-5 gnd Digitalisierung (DE-588)4123065-6 gnd Produktion (DE-588)4047347-8 gnd Verarbeitende Industrie (DE-588)4133768-2 gnd Kunststofftechnik (DE-588)4166076-6 gnd Kunststoffverarbeitung (DE-588)4114335-8 gnd Industrie 4.0 (DE-588)1072179776 gnd |
| topic_facet | Betriebswirtschaftslehre Kunststoffindustrie Digitalisierung Produktion Verarbeitende Industrie Kunststofftechnik Kunststoffverarbeitung Industrie 4.0 |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031700744&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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