Process oriented consistency based diagnosis: theory, implementation and applications
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin
Aka
2001
|
| Schriftenreihe: | Dissertationen zur künstlichen Intelligenz
252 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Zugl.: München, Techn. Univ., Diss., 2001 |
| Beschreibung: | VIII, 147 S. graph. Darst. : 21 cm |
| ISBN: | 3898382524 |
Internformat
MARC
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| 246 | 1 | |a Process-oriented consistency-based diagnosis | |
| 264 | 1 | |a Berlin |b Aka |c 2001 | |
| 300 | |a VIII, 147 S. |b graph. Darst. : 21 cm | ||
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| 490 | 1 | |a Dissertationen zur künstlichen Intelligenz |v 252 | |
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Datensatz im Suchindex
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|---|---|
| adam_text |
TABLE
OF
CONTENTS
1
INTRODUCTION
.
1
2
A
MOTIVATING
EXAMPLE
.
5
3
THE
STANDARD
APPROACH
TO
CONSISTENCY-BASED
DIAGNOSIS
.
9
3.1
THE
PRINCIPLE
OF
CONSISTENCY-BASED
DIAGNOSIS
.
9
3.2
COMPUTING
DIAGNOSTIC
CANDIDATES.
11
3.3
REVISITING
THE
EXAMPLE
.
12
4
FOUNDATIONS
OF
THE
GENERALIZED
THEORY
OF
CONSISTENCY-BASED
DIAGNOSIS
.
15
5
THE
MODELING
APPROACH
.
19
5.1
PROCESS-ORIENTED
MODELING
.
19
5.2
GENERALIZING
COMPONENT-ORIENTED
MODELING
.
21
5.3
FORMALLY:
THE
MODELING
APPROACH
.
21
5.3.1
ONTOLOGY
.
23
5.3.1.1
OBJECT
TYPES
.
23
5.3.1.2
RELATIONS
.
25
5.3.2
QUANTITIES
.
27
5.3.3
BEHAVIOR
CONSTITUENT
TYPES
.
28
5.3.3.1
STRUCTURAL
CONDITIONS
.
29
5.3.3.2
QUANTITY
CONDITIONS
.
31
5.3.3.3 THE
FUNDAMENTAL
LAWS
OF
BEHAVIOR
CONSTITUENTS
.
32
5.3.3.4
STRUCTURAL
EFFECTS
.
33
5.3.3.5
QUANTITY
EFFECTS
.
35
5.3.3.6
INFLUENCE
RESOLUTION
.
37
5.3.4
BASIC
AXIOMS
.39
5.3.5
CLOSURE
OF
THE
DOMAIN
THEORY
.
39
5.3.6
SITUATION
DESCRIPTION
.
41
6
CHARACTERIZATION
OF
TASKS
AND
SOLUTIONS
.
43
6.1
DIFFERENTIATION
OF
DIAGNOSTIC
TASKS
.44
6.1.1
SITUATION
ASSESSMENT
.
44
6.1.2
THERAPY
RECOGNITION
.45
6.1.3
SPECIFICATION
OF
REVISABLES
.45
6.2
FORMALLY:
SOLUTIONS
.46
6.2.1
COMPLETION
OF
THE
SITUATION
DESCRIPTION
.
46
6.2.2
MINIMALITY
OF
COMPLETIONS
.
48
6.2.3
COMPLETION
AND
RETRACTION
.49
6.3
CANDIDATE
RANKING
.
50
7
THE
GENERALIZED
DIAGNOSIS
ENGINE
(G*DE)
.
51
7.1
KEY
IDEA
OF
THE
APPROACH
.
51
7.1.1
COMPUTING
COMPLETIONS
-
THE
EXTENDED
FORWARD
SPACE
.
51
7.1.2
FORMALIZATION
OF
THE
APPROACH
.
54
7.1.2.1
BASIC
DEFINITIONS
-
POTENTIAL
ELEMENTS
AND
BEHAVIOR
CONSTITUENTS
.
54
7.1.2.2
DEFINITION
OF
THE
EXTENDED
FORWARD
SPACE
-
INSTANTIATION
RULES
.
55
7.1.2.3
REASONING
WITHIN
THE
EXTENDED
FORWARD
SPACE
-
ACTIVATION
RULES
.
57
7.2
ALGORITHMIC
DESIGN
.
59
7.2.1
MODEL
COMPOSITION
.
60
7.2.1.1
CONSTRUCTION
OF
THE
EXTENDED
FORWARD
SPACE
.
61
7.2.1.2
ENCODING
STRUCTURAL
CONDITIONS
.
62
7.2.1.3
ENCODING
QUANTITY
CONDITIONS
.
63
7.2.1.4
ENCODING
STRUCTURAL
EFFECTS
.
64
7.2.1.5
ENCODING
QUANTITY
EFFECTS
.
65
7.2.2
INFLUENCE
RESOLUTION
AND
THE
CLOSED-WORLD
ASSUMPTION
.
68
7.2.2.1
LOCAL
CLOSED-WORLD
ASSUMPTIONS
FOR
QUANTITIES
.
68
7.2.2.2
LOCAL
CLOSED-WORLD
ASSUMPTIONS
FOR
STRUCTURAL
ELEMENTS
.
70
7.2.3
CONSISTENCY
CHECK
.
70
7.2.4
MODEL
REVISION
.
72
7.2.4.1
IDEA:
SEARCH
FOR
STRUCTURAL
AUGMENTATIONS
FROM
A
REFUTED
LOCAL
CWA
.
72
7.2.4.2
AN
INCREMENTAL
STRUCTURAL
COMPLETION
ALGORITHM
.
73
7.2.4.3
SEARCHING
FOR
BACKWARD
COMPLETIONS
.
75
7.2.4.4
MINIMALITY
OF
BACKWARD
COMPLETIONS
.
77
7.2.5
OPTIONAL
MODEL
TRANSFORMATIONS
.
78
7.2.5.1
REWRITE
RULES
.
79
7.2.5.2
ABSTRACTIONS,
SIMPLIFICATIONS
AND
APPROXIMATIONS
.
79
7.2.5.3
MODEL
ENHANCEMENTS
.
80
7.3
SYSTEM
ARCHITECTURE
OF
G*DE
.
81
7.3.1
DESIGN
OF
THE
CURRENT
PROTOTYPE
.
82
7.3.2
CONFIGURABILITY
AND
FLEXIBILITY
OF
THE
G*DE
IMPLEMENTATION
.
85
8
APPLICATION
EXAMPLES
.
87
8.1
WATER
T
REATMENT
EXAMPLES
.
88
8.1.1
SEDIMENTAL
IRON
CAUSES
BAD
TASTE
.
88
8.1.2
FAILING
COAGULATION
.
97
8.2
MEDICAL
EXAMPLES
.
103
8.2.1
RENAL
ARTERY
STENOSIS
.
103
8.2.2
CAUSES
OF
PROTEINURIA
.
108
8.3
ELECTRICAL
CIRCUITS
EXAMPLES
.
112
8.3.1
THERMAL
PHENOMENA
IN
ELECTRICAL
CIRCUITS
.
112
8.3.2
SERIES-PARALLEL
REDUCTION
IN
ELECTRICAL
CIRCUITS
.
120
8.4
APPLICABILITY
IN
FURTHER
DOMAINS
.
125
9
CONCLUSIONS
.
127
9.1
RELATED
WORK
.
127
9.1.1
GDE
.
127
9.1.2
GDE*
AND
SHERLOCK
.
128
9.1.3
DDE
.
129
9.1.4
PDE
.
129
9.1.5
DIAGNOSIS
OF
STRUCTURAL
FAULTS
.
130
9.2
DISCUSSION.
131
9.2.1
LIMITATIONS
OF
THE
APPROACH
.
131
9.2.2
ADVANTAGES
OF
THE
APPROACH
.
132
9.3
PERSPECTIVES
.
133
APPENDIX
A:
FORMAL
PROOFS
.
135
REFERENCES
.
145
V |
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| genre | (DE-588)4113937-9 Hochschulschrift gnd-content |
| genre_facet | Hochschulschrift |
| id | DE-604.BV013927097 |
| illustrated | Illustrated |
| indexdate | 2024-08-23T00:43:24Z |
| institution | BVB |
| isbn | 3898382524 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-009530643 |
| oclc_num | 50524102 |
| open_access_boolean | |
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| owner_facet | DE-91 DE-BY-TUM DE-91G DE-BY-TUM DE-29T DE-12 |
| physical | VIII, 147 S. graph. Darst. : 21 cm |
| publishDate | 2001 |
| publishDateSearch | 2001 |
| publishDateSort | 2001 |
| publisher | Aka |
| record_format | marc |
| series | Dissertationen zur künstlichen Intelligenz |
| series2 | Dissertationen zur künstlichen Intelligenz |
| spelling | Heller, Ulrich Verfasser aut Process oriented consistency based diagnosis theory, implementation and applications Ulrich Heller Process-oriented consistency-based diagnosis Berlin Aka 2001 VIII, 147 S. graph. Darst. : 21 cm txt rdacontent n rdamedia nc rdacarrier Dissertationen zur künstlichen Intelligenz 252 Zugl.: München, Techn. Univ., Diss., 2001 Diagnosesystem (DE-588)4149458-1 gnd rswk-swf Konzeptionelle Modellierung (DE-588)4123555-1 gnd rswk-swf Konsistenz Informatik (DE-588)4214306-8 gnd rswk-swf Wissensrevision (DE-588)4273403-4 gnd rswk-swf Problemlösen (DE-588)4076358-4 gnd rswk-swf Bereichstheorie (DE-588)4382803-6 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Diagnosesystem (DE-588)4149458-1 s Problemlösen (DE-588)4076358-4 s Konsistenz Informatik (DE-588)4214306-8 s Wissensrevision (DE-588)4273403-4 s Konzeptionelle Modellierung (DE-588)4123555-1 s Bereichstheorie (DE-588)4382803-6 s DE-604 Dissertationen zur künstlichen Intelligenz 252 (DE-604)BV005345280 252 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009530643&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Heller, Ulrich Process oriented consistency based diagnosis theory, implementation and applications Dissertationen zur künstlichen Intelligenz Diagnosesystem (DE-588)4149458-1 gnd Konzeptionelle Modellierung (DE-588)4123555-1 gnd Konsistenz Informatik (DE-588)4214306-8 gnd Wissensrevision (DE-588)4273403-4 gnd Problemlösen (DE-588)4076358-4 gnd Bereichstheorie (DE-588)4382803-6 gnd |
| subject_GND | (DE-588)4149458-1 (DE-588)4123555-1 (DE-588)4214306-8 (DE-588)4273403-4 (DE-588)4076358-4 (DE-588)4382803-6 (DE-588)4113937-9 |
| title | Process oriented consistency based diagnosis theory, implementation and applications |
| title_alt | Process-oriented consistency-based diagnosis |
| title_auth | Process oriented consistency based diagnosis theory, implementation and applications |
| title_exact_search | Process oriented consistency based diagnosis theory, implementation and applications |
| title_full | Process oriented consistency based diagnosis theory, implementation and applications Ulrich Heller |
| title_fullStr | Process oriented consistency based diagnosis theory, implementation and applications Ulrich Heller |
| title_full_unstemmed | Process oriented consistency based diagnosis theory, implementation and applications Ulrich Heller |
| title_short | Process oriented consistency based diagnosis |
| title_sort | process oriented consistency based diagnosis theory implementation and applications |
| title_sub | theory, implementation and applications |
| topic | Diagnosesystem (DE-588)4149458-1 gnd Konzeptionelle Modellierung (DE-588)4123555-1 gnd Konsistenz Informatik (DE-588)4214306-8 gnd Wissensrevision (DE-588)4273403-4 gnd Problemlösen (DE-588)4076358-4 gnd Bereichstheorie (DE-588)4382803-6 gnd |
| topic_facet | Diagnosesystem Konzeptionelle Modellierung Konsistenz Informatik Wissensrevision Problemlösen Bereichstheorie Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009530643&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV005345280 |
| work_keys_str_mv | AT hellerulrich processorientedconsistencybaseddiagnosistheoryimplementationandapplications AT hellerulrich processorientedconsistencybaseddiagnosis |