Optimisation of industrial processes at supervisory level: application to control of thermal power plants
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
London [u.a.]
Springer
2002
|
| Series: | Advances in industrial control
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XVI, 186 S. graph. Darst. |
| ISBN: | 1852333863 |
Staff View
MARC
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| 245 | 1 | 0 | |a Optimisation of industrial processes at supervisory level |b application to control of thermal power plants |c Doris Sáez, Aldo Cipriano and Andrzej W. Ordys |
| 264 | 1 | |a London [u.a.] |b Springer |c 2002 | |
| 300 | |a XVI, 186 S. |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Advances in industrial control | |
| 630 | 0 | 4 | |a MATLAB |
| 650 | 4 | |a Centrales énergétiques | |
| 650 | 4 | |a Optimisation mathématique | |
| 650 | 4 | |a Datenverarbeitung | |
| 650 | 4 | |a Combined cycle power plants |x Automatic control |x Data processing | |
| 650 | 4 | |a Mathematical optimization | |
| 650 | 4 | |a Process control |x Data processing | |
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Record in the Search Index
| _version_ | 1808136704757858304 |
|---|---|
| adam_text |
TABLE
OF
CONTENTS
1.
INTRODUCTION
.
1
2.
NON-LINEAR
DYNAMIC
MODELLING
FOR
CONTROL
DESIGN
.
5
2.1
INTRODUCTION
.
5
2.2
FUNDAMENTALS
OF
FUZZY
LOGIC
.
6
2.2.1
BASIC
DEFINITIONS
.
6
2.2.2
BASIC
OPERATIONS
FOR
FUZZY
SETS
.
7
2.3
DYNAMIC
MODELS
BASED
ON
FUZZY
LOGIC
.
8
2.3.1
LINGUISTIC
FUZZY
MODELS
.
8
2.3.2
TAKAGI-AND-SUGENO
MODELS
.
10
2.3.3
POSITION
MODELS
AND
MODELS
OF
GRADIENT
POSITION
.
11
2.3.4
FUZZY
RELATIONAL
MODELS
.
12
2.3.5
RADIAL
BASIS
FUNCTION
NETWORK
-
A
FUZZY
APPROACH
.
13
2.4
PARAMETERS
ESTIMATION
.
14
2.5
STRUCTURE
IDENTIFICATION
.
19
2.6
DISCUSSION
.
19
2.7
A
NEW
STRUCTURE
IDENTIFICATION
METHOD
FOR
FUZZY
MODELS
.
20
2.7.1
IDENTIFICATION
PROCEDURE
.
20
2.7.2
SENSITIVITY
ANALYSIS
.
21
2.7.3
APPLICATION
EXAMPLES
.
24
2.7.4
APPLICATION
TO
THERMAL
POWER
PLANT
"
NUEVA
RENCA
"
.
28
2.7.5
ANALYSIS
OF
RESULTS
.
31
3.
NON-LINEAR
PREDICTIVE
CONTROL
.
33
3.1
FUNDAMENTALS
OF
PREDICTIVE
CONTROL
.
33
3.2
LITERATURE
REVIEW
.
35
3.3
PREDICTION
FROM
LINEAR
MODELS
.
36
3.4
LINEAR
PREDICTIVE
CONTROL
ALGORITHMS
.
37
3.4.1
GENERALISED
PREDICTIVE
CONTROL
.
38
3.4.2
DYNAMIC
MATRIX
CONTROL
.
40
3.5
PREDICTION
FOR
NON-LINEAR
MODELS
.
42
3.6
NON-LINEAR
PREDICTIVE
CONTROL
.
43
3.6.1
MBPC
BASED
ON
FUZZY
RELATIONAL
MODELS
.
43
XIV
TABLE
OF
CONTENTS
3.6.2
FUZZY
PREDICTIVE
CONTROL
ALGORITHMS
BASED
ON
TAKAGI-AND
SUGENO
MODELS
.
43
3.7
DISCUSSION
.
46
4.
SUPERVISORY
OPTIMAL
CONTROL
FOR
A
PRE-SPECIFIED
REGULATORY
LEVEL
.
47
4.1
PROBLEM
STATEMENT
.
48
4.1.1
PROCESS
MODELLING
.
49
4.1.2
MODELLING
OF
THE
REGULATORY
LEVEL
.
49
4.1.3
GENERAL
OBJECTIVE
FUNCTION
AND
CONSTRAINTS
.
50
4.2
ALTERNATIVE
SOLUTIONS
.
50
4.2.1
DIRECT
METHOD
.
50
4.2.2
INDIRECT
METHOD
.
56
4.3
SUPERVISORY
CONTROLLER
DESIGN
BASED
ON
LINEAR
MODELS
.
60
4.3.1
PROBLEM
STATEMENT
.
60
4.3.2
SUPERVISORY
CONTROLLER
WITHOUT
CONSTRAINTS
.
60
4.3.3
SUPERVISORY
CONTROLLER
WITH
CONSTRAINTS
.
65
4.4
SUPERVISORY
CONTROLLER
DESIGN
BASED
ON
NON-LINEAR
MODELS
.
68
4.4.1
PROBLEM
STATEMENT
.
68
4.4.2
NON-LINEAR
SUPERVISORY
CONTROLLER
WITHOUT
CONSTRAINTS
.
70
4.4.3
NON-LINEAR
SUPERVISORY
CONTROLLER
WITH
CONSTRAINTS
.
78
4.5
APPLICATION
TO
A
BOILER
SYSTEM
.
79
4.5.1
BOILER
SYSTEM
SIMULATOR
.
80
4.5.2
PROBLEM
STATEMENT
.
81
4.5.3
SUPERVISORY
CONTROLLER
.
82
4.5.4
COMPARATIVE
ANALYSIS
.
85
4.6
DISCUSSION
.
87
5.
APPLICATION
TO
THE
CONTROL
OF
THERMAL
POWER
PLANTS
.
89
5.1
MODELLING
AND
SIMULATION
OF
A
COMBINED
CYCLE
POWER
PLANT
.
89
5.1.1
PROCESS
DESCRIPTION
.
89
5.1.2
ANALYSIS
OF
THE
DIFFERENT
MODELS
.
91
5.1.3
FORMULATION
OF
COMBINED
CYCLE
POWER
PLANT
MODEL
.
92
5.1.4
SIMULATOR
FOR
M
ATLAB
-S
IMULINK
ENVIRONMENT
.
95
5.1.5
SIMULATOR
TESTS
.
97
5.2
CONTROL
OF
THERMAL
POWER
PLANT
BOILER
.
106
5.2.1
ANALYSIS
OF
DIFFERENT
CONTROL
STRATEGIES
.
106
5.2.2
STATEMENT
OF
THE
SUPERVISORY
OPTIMAL
CONTROL
PROBLEM
.
108
5.2.3
SUPERVISORY
CONTROL
BASED
ON
A
LINEAR
MODEL
OF
THE
BOILER
.
110
5.2.4
SUPERVISORY
CONTROL
BASED
ON
A
NON-LINEAR
MODEL
OF
THE
BOILER
.
119
5.2.5
ANALYSIS
OF
RESULTS
.
124
6.
DISCUSSION
AND
CONCLUSIONS
.
125
APPENDIX
A.
SENSITIVITY
ANALYSIS
PROGRAM
.
127
TABLE
OF
CONTENTS
XV
APPENDIX
B.
PREDICTION
OF
CONTROLLED
VARIABLES
AND
MANIPULATED
VARIABLES
.
129
B.L
PREDICTION
OF
CONTROLLED
VARIABLES
.
129
B.2
PREDICTION
OF
MANIPULATED
VARIABLES
.
130
APPENDIX
C.
SPECIAL
CASES
OF
POLYNOMIAL
CANCELLATIONS
.
133
C.L
A
QUADRATIC
OBJECTIVE
FUNCTION
OF
THE
MANIPULATED
VARIABLES
AT
THE
SUPERVISORY
LEVEL
.
133
C.2
A
GPC
OBJECTIVE
FUNCTION
AT
THE
SUPERVISORY
LEVEL
.
134
APPENDIX
D.
SUPERVISORY
CONTROLLER
PROGRAMS
.
145
D.L
DIRECT
METHOD
.
145
D.2
INDIRECT
METHOD
.
149
D.3
ONE-STEP
FUZZY
PREDICTOR
.
151
D.4
MULTI-STEP
FUZZY
PREDICTOR
.
153
APPENDIX
E.
MAIN
VARIABLES
OF
A
COMBINED
CYCLE
THERMAL
POWER
PLANT.
155
E.L
BOILER
.
155
E.L.L
FURNACE
.
155
E.L.
2
RISERS
.
155
E.U
DRUM
.
156
E.1.4
SUPERHEATER
.
156
E.L.
5
REHEATER
.
156
E.L.
6
ECONOMISER
.
157
E.2
STEAM
TURBINE
.
157
E.2.1
THE
HIGH
PRESSURE
TURBINE
.
157
E.2.2
THE
INTERMEDIATE
PRESSURE
TURBINE
.
157
E.2.3
THE
LOW
PRESSURE
TURBINE
.
158
E.2.4
STEAM
TURBINE
.
158
E.3
GAS
TURBINE
.
158
E.3.1
COMPRESSOR
.
158
E.3.2
COMBUSTION
CHAMBER
.
158
E.3.3
TURBINE
.
159
APPENDIX
F.
SIMULATOR
PROGRAMS
IN
M
ATLAB
-S
IMULINK
.
161
F.L
BOILER
.
161
F.L.L
FURNACE
.
161
F.L.
2
RISERS
.
163
F.1.3
DRUM
.
164
F.
1.4
SUPERHEATER
.
166
F.1.5
REHEATER
.
167
F.L.
6
ECONOMISER
.
169
XVI
TABLE
OF
CONTENTS
F.2
STEAM
TURBINE
.
170
F.2.1
THE
HIGH
PRESSURE
TURBINE
.
170
F.2.2
THE
INTERMEDIATE
PRESSURE
TURBINE
.
172
F.2.3
THE
LOW
PRESSURE
TURBINE
.
173
F.3
GAS
TURBINE
.
174
F.3.1
COMPRESSOR
.
174
F.3.2
COMBUSTION
CHAMBER
.
176
F.3.3
TURBINE
.
177
REFERENCES
.
179
INDEX
.
187 |
| any_adam_object | 1 |
| author | Sáez, Doris Cipriano, Aldo Ordys, Andrzej W. 1956- |
| author_GND | (DE-588)114501556 |
| author_facet | Sáez, Doris Cipriano, Aldo Ordys, Andrzej W. 1956- |
| author_role | aut aut aut |
| author_sort | Sáez, Doris |
| author_variant | d s ds a c ac a w o aw awo |
| building | Verbundindex |
| bvnumber | BV013823761 |
| callnumber-first | T - Technology |
| callnumber-label | TK1041 |
| callnumber-raw | TK1041 |
| callnumber-search | TK1041 |
| callnumber-sort | TK 41041 |
| callnumber-subject | TK - Electrical and Nuclear Engineering |
| classification_rvk | ZQ 9910 |
| classification_tum | MSR 660f ERG 610f |
| ctrlnum | (OCoLC)46641813 (DE-599)BVBBV013823761 |
| dewey-full | 621.31/21 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics |
| dewey-raw | 621.31/21 |
| dewey-search | 621.31/21 |
| dewey-sort | 3621.31 221 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Energietechnik, Energiewirtschaft Elektrotechnik / Elektronik / Nachrichtentechnik Mess-/Steuerungs-/Regelungs-/Automatisierungstechnik Mess-/Steuerungs-/Regelungs-/Automatisierungstechnik / Mechatronik |
| format | Book |
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| id | DE-604.BV013823761 |
| illustrated | Illustrated |
| indexdate | 2024-08-23T00:38:53Z |
| institution | BVB |
| isbn | 1852333863 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-009453974 |
| oclc_num | 46641813 |
| open_access_boolean | |
| owner | DE-703 DE-91G DE-BY-TUM DE-634 |
| owner_facet | DE-703 DE-91G DE-BY-TUM DE-634 |
| physical | XVI, 186 S. graph. Darst. |
| publishDate | 2002 |
| publishDateSearch | 2002 |
| publishDateSort | 2002 |
| publisher | Springer |
| record_format | marc |
| series2 | Advances in industrial control |
| spelling | Sáez, Doris Verfasser aut Optimisation of industrial processes at supervisory level application to control of thermal power plants Doris Sáez, Aldo Cipriano and Andrzej W. Ordys London [u.a.] Springer 2002 XVI, 186 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Advances in industrial control MATLAB Centrales énergétiques Optimisation mathématique Datenverarbeitung Combined cycle power plants Automatic control Data processing Mathematical optimization Process control Data processing Betriebsüberwachung (DE-588)4356752-6 gnd rswk-swf Wärmekraftwerk (DE-588)4078994-9 gnd rswk-swf Nichtlineare Regelung (DE-588)4132964-8 gnd rswk-swf Kraftwerkleittechnik (DE-588)4130825-6 gnd rswk-swf Prädiktive Regelung (DE-588)4271836-3 gnd rswk-swf Fuzzy-Regelung (DE-588)4395755-9 gnd rswk-swf Regelung (DE-588)4048971-1 gnd rswk-swf Wärmekraftwerk (DE-588)4078994-9 s Regelung (DE-588)4048971-1 s DE-604 Betriebsüberwachung (DE-588)4356752-6 s Kraftwerkleittechnik (DE-588)4130825-6 s Nichtlineare Regelung (DE-588)4132964-8 s Prädiktive Regelung (DE-588)4271836-3 s Fuzzy-Regelung (DE-588)4395755-9 s Cipriano, Aldo Verfasser aut Ordys, Andrzej W. 1956- Verfasser (DE-588)114501556 aut DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009453974&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Sáez, Doris Cipriano, Aldo Ordys, Andrzej W. 1956- Optimisation of industrial processes at supervisory level application to control of thermal power plants MATLAB Centrales énergétiques Optimisation mathématique Datenverarbeitung Combined cycle power plants Automatic control Data processing Mathematical optimization Process control Data processing Betriebsüberwachung (DE-588)4356752-6 gnd Wärmekraftwerk (DE-588)4078994-9 gnd Nichtlineare Regelung (DE-588)4132964-8 gnd Kraftwerkleittechnik (DE-588)4130825-6 gnd Prädiktive Regelung (DE-588)4271836-3 gnd Fuzzy-Regelung (DE-588)4395755-9 gnd Regelung (DE-588)4048971-1 gnd |
| subject_GND | (DE-588)4356752-6 (DE-588)4078994-9 (DE-588)4132964-8 (DE-588)4130825-6 (DE-588)4271836-3 (DE-588)4395755-9 (DE-588)4048971-1 |
| title | Optimisation of industrial processes at supervisory level application to control of thermal power plants |
| title_auth | Optimisation of industrial processes at supervisory level application to control of thermal power plants |
| title_exact_search | Optimisation of industrial processes at supervisory level application to control of thermal power plants |
| title_full | Optimisation of industrial processes at supervisory level application to control of thermal power plants Doris Sáez, Aldo Cipriano and Andrzej W. Ordys |
| title_fullStr | Optimisation of industrial processes at supervisory level application to control of thermal power plants Doris Sáez, Aldo Cipriano and Andrzej W. Ordys |
| title_full_unstemmed | Optimisation of industrial processes at supervisory level application to control of thermal power plants Doris Sáez, Aldo Cipriano and Andrzej W. Ordys |
| title_short | Optimisation of industrial processes at supervisory level |
| title_sort | optimisation of industrial processes at supervisory level application to control of thermal power plants |
| title_sub | application to control of thermal power plants |
| topic | MATLAB Centrales énergétiques Optimisation mathématique Datenverarbeitung Combined cycle power plants Automatic control Data processing Mathematical optimization Process control Data processing Betriebsüberwachung (DE-588)4356752-6 gnd Wärmekraftwerk (DE-588)4078994-9 gnd Nichtlineare Regelung (DE-588)4132964-8 gnd Kraftwerkleittechnik (DE-588)4130825-6 gnd Prädiktive Regelung (DE-588)4271836-3 gnd Fuzzy-Regelung (DE-588)4395755-9 gnd Regelung (DE-588)4048971-1 gnd |
| topic_facet | MATLAB Centrales énergétiques Optimisation mathématique Datenverarbeitung Combined cycle power plants Automatic control Data processing Mathematical optimization Process control Data processing Betriebsüberwachung Wärmekraftwerk Nichtlineare Regelung Kraftwerkleittechnik Prädiktive Regelung Fuzzy-Regelung Regelung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009453974&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT saezdoris optimisationofindustrialprocessesatsupervisorylevelapplicationtocontrolofthermalpowerplants AT ciprianoaldo optimisationofindustrialprocessesatsupervisorylevelapplicationtocontrolofthermalpowerplants AT ordysandrzejw optimisationofindustrialprocessesatsupervisorylevelapplicationtocontrolofthermalpowerplants |