Distributed economic model predictive control: cost-efficient operation of interconnected systems
Saved in:
| Main Author: | |
|---|---|
| Format: | Thesis Book |
| Language: | English |
| Published: |
Stuttgart
2020
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis Inhaltsverzeichnis |
| Physical Description: | xiv, 120 Seiten Illustrationen, Diagramme 21 cm |
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Record in the Search Index
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|---|---|
| adam_text | TABLE
OF
CONTENTS
NOTATION
IX
ABSTRACT
XI
DEUTSCHE
KURZFASSUNG
XIII
1
INTRODUCTION
1
1.1
MOTIVATION
.....................................................................................................
1
1.2
INTRODUCTION
TO
THE
RESEARCH
FIELD
.............................................................
3
1.3
CONTRIBUTIONS
AND
OUTLINE
OF
THIS
THESIS
....................................................
9
2
BACKGROUND
13
2.1
DISSIPATIVITY
AND
OPTIMAL
STEADY-STATE
OPERATION
.....................................
13
2.2
ECONOMIC
MPC
............................................................................................
17
2.3
GRAPH
THEORETIC
PRELIMINARIES
...................................................................
21
3
APPROXIMATE
DISSIPATIVITY
23
3.1
APPROXIMATE
DISSIPATIVITY
AND
SUBOPTIMAL
STEADY-STATE
OPERATION
...
23
3.2
ECONOMIC
MPC
UNDER
APPROXIMATE
DISSIPATIVITY
.....................................
26
3.3
CONCLUSIONS
..................................................................................................
30
4
SYSTEM
INTERCONNECTION
THROUGH
COUPLING
COSTS
AND
STRUCTURED
AP
PROXIMATE
DISSIPATIVITY
31
4.1
PROBLEM
SETUP
...............................................................................................
32
4.2
APPROXIMATE
DISSIPATIVITY
OF
INTERCONNECTED
SYSTEMS
..............................
34
4.3
INTERCONNECTIVITY
AND
CENTRALITY
OF
SUBSYSTEMS
........................................
42
4.4
DISTRIBUTED
ECONOMIC
MPC
UNDER
COUPLING
COSTS
.....................................
52
4.5
CONCLUSIONS
..................................................................................................
63
5
SYSTEM
INTERCONNECTION
THROUGH
COUPLING
CONSTRAINTS
67
5.1
PROBLEM
SETUP
...............................................................................................
68
5.2
DESIGN
OF
DISTRIBUTED
ECONOMIC
MPC
UNDER
COUPLING
CONSTRAINTS
....
71
5.3
ANALYSIS
OF
DISTRIBUTED
ECONOMIC
MPC
UNDER
COUPLING
CONSTRAINTS
...
78
5.4
EXAMPLE
APPLICATIONS
..................................................................................
86
5.5
CONCLUSIONS
..................................................................................................
92
6
CONCLUSIONS
95
6.1
SUMMARY
AND
DISCUSSION
............................................................................
95
6.2
OUTLOOK
........................................................................................................
97
VII
A
PROOFS
OF
AUXILIARY
RESULTS
101
A.L
PROOF
OF
PROPOSITION
5.5
...............................................................................
101
A.
2
PROOF
OF
LEMMA
5.6
........................................................................................
103
BIBLIOGRAPHY
105
PUBLICATIONS
OF
THE
AUTHOR
119
VIII
|
| adam_txt |
TABLE
OF
CONTENTS
NOTATION
IX
ABSTRACT
XI
DEUTSCHE
KURZFASSUNG
XIII
1
INTRODUCTION
1
1.1
MOTIVATION
.
1
1.2
INTRODUCTION
TO
THE
RESEARCH
FIELD
.
3
1.3
CONTRIBUTIONS
AND
OUTLINE
OF
THIS
THESIS
.
9
2
BACKGROUND
13
2.1
DISSIPATIVITY
AND
OPTIMAL
STEADY-STATE
OPERATION
.
13
2.2
ECONOMIC
MPC
.
17
2.3
GRAPH
THEORETIC
PRELIMINARIES
.
21
3
APPROXIMATE
DISSIPATIVITY
23
3.1
APPROXIMATE
DISSIPATIVITY
AND
SUBOPTIMAL
STEADY-STATE
OPERATION
.
23
3.2
ECONOMIC
MPC
UNDER
APPROXIMATE
DISSIPATIVITY
.
26
3.3
CONCLUSIONS
.
30
4
SYSTEM
INTERCONNECTION
THROUGH
COUPLING
COSTS
AND
STRUCTURED
AP
PROXIMATE
DISSIPATIVITY
31
4.1
PROBLEM
SETUP
.
32
4.2
APPROXIMATE
DISSIPATIVITY
OF
INTERCONNECTED
SYSTEMS
.
34
4.3
INTERCONNECTIVITY
AND
CENTRALITY
OF
SUBSYSTEMS
.
42
4.4
DISTRIBUTED
ECONOMIC
MPC
UNDER
COUPLING
COSTS
.
52
4.5
CONCLUSIONS
.
63
5
SYSTEM
INTERCONNECTION
THROUGH
COUPLING
CONSTRAINTS
67
5.1
PROBLEM
SETUP
.
68
5.2
DESIGN
OF
DISTRIBUTED
ECONOMIC
MPC
UNDER
COUPLING
CONSTRAINTS
.
71
5.3
ANALYSIS
OF
DISTRIBUTED
ECONOMIC
MPC
UNDER
COUPLING
CONSTRAINTS
.
78
5.4
EXAMPLE
APPLICATIONS
.
86
5.5
CONCLUSIONS
.
92
6
CONCLUSIONS
95
6.1
SUMMARY
AND
DISCUSSION
.
95
6.2
OUTLOOK
.
97
VII
A
PROOFS
OF
AUXILIARY
RESULTS
101
A.L
PROOF
OF
PROPOSITION
5.5
.
101
A.
2
PROOF
OF
LEMMA
5.6
.
103
BIBLIOGRAPHY
105
PUBLICATIONS
OF
THE
AUTHOR
119
VIII |
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| author | Köhler, Philipp N. |
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| discipline_str_mv | Mess-/Steuerungs-/Regelungs-/Automatisierungstechnik / Mechatronik |
| format | Thesis Book |
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| index_date | 2024-07-03T18:41:43Z |
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| institution | BVB |
| institution_GND | (DE-588)36186-0 |
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| physical | xiv, 120 Seiten Illustrationen, Diagramme 21 cm |
| publishDate | 2020 |
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| spelling | Köhler, Philipp N. Verfasser (DE-588)1236378407 aut Distributed economic model predictive control cost-efficient operation of interconnected systems vorgelegt von Philipp N. Köhler Stuttgart 2020 xiv, 120 Seiten Illustrationen, Diagramme 21 cm txt rdacontent n rdamedia nc rdacarrier Dissertation Universität Stuttgart 2020 Modellprädiktive Regelung (DE-588)1135937567 gnd rswk-swf Dynamisches System (DE-588)4013396-5 gnd rswk-swf Verteiltes System (DE-588)4238872-7 gnd rswk-swf Netzwerk (DE-588)4171529-9 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Modellprädiktive Regelung (DE-588)1135937567 s Dynamisches System (DE-588)4013396-5 s Verteiltes System (DE-588)4238872-7 s Netzwerk (DE-588)4171529-9 s DE-604 Universität Stuttgart (DE-588)36186-0 dgg B:DE-101 application/pdf https://d-nb.info/1242050302/04 Inhaltsverzeichnis DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033000741&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p aepsg 0,98287 20211014 DE-101 https://d-nb.info/provenance/plan#aepsg |
| spellingShingle | Köhler, Philipp N. Distributed economic model predictive control cost-efficient operation of interconnected systems Modellprädiktive Regelung (DE-588)1135937567 gnd Dynamisches System (DE-588)4013396-5 gnd Verteiltes System (DE-588)4238872-7 gnd Netzwerk (DE-588)4171529-9 gnd |
| subject_GND | (DE-588)1135937567 (DE-588)4013396-5 (DE-588)4238872-7 (DE-588)4171529-9 (DE-588)4113937-9 |
| title | Distributed economic model predictive control cost-efficient operation of interconnected systems |
| title_auth | Distributed economic model predictive control cost-efficient operation of interconnected systems |
| title_exact_search | Distributed economic model predictive control cost-efficient operation of interconnected systems |
| title_exact_search_txtP | Distributed economic model predictive control cost-efficient operation of interconnected systems |
| title_full | Distributed economic model predictive control cost-efficient operation of interconnected systems vorgelegt von Philipp N. Köhler |
| title_fullStr | Distributed economic model predictive control cost-efficient operation of interconnected systems vorgelegt von Philipp N. Köhler |
| title_full_unstemmed | Distributed economic model predictive control cost-efficient operation of interconnected systems vorgelegt von Philipp N. Köhler |
| title_short | Distributed economic model predictive control |
| title_sort | distributed economic model predictive control cost efficient operation of interconnected systems |
| title_sub | cost-efficient operation of interconnected systems |
| topic | Modellprädiktive Regelung (DE-588)1135937567 gnd Dynamisches System (DE-588)4013396-5 gnd Verteiltes System (DE-588)4238872-7 gnd Netzwerk (DE-588)4171529-9 gnd |
| topic_facet | Modellprädiktive Regelung Dynamisches System Verteiltes System Netzwerk Hochschulschrift |
| url | https://d-nb.info/1242050302/04 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033000741&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT kohlerphilippn distributedeconomicmodelpredictivecontrolcostefficientoperationofinterconnectedsystems AT universitatstuttgart distributedeconomicmodelpredictivecontrolcostefficientoperationofinterconnectedsystems |
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