Developments in model-based optimization and control: distributed control and industrial applications
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| Other Authors: | , , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cham
Springer
[2015]
|
| Series: | Lecture notes in control and information sciences
volume 464 |
| Subjects: | |
| Online Access: | BHS01 BTU01 FAB01 FAW01 FAW02 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Physical Description: | 1 Online-Ressource (XVIII, 381 Seiten) Diagramme |
| ISBN: | 9783319266879 |
| DOI: | 10.1007/978-3-319-26687-9 |
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Record in the Search Index
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| adam_text | DEVELOPMENTS IN MODEL-BASED OPTIMIZATION AND CONTROL
/
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
1. COMPLEXITY CERTIFICATIONS OF FIRST ORDER INEXACT LAGRANGIAN METHODS
FOR GENERAL CONVEX PROGRAMMING: APPLICATION TO REAL-TIME MPC
2. FULLY INVERSE PARAMETRIC LINEAR/QUADRATIC PROGRAMMING PROBLEMS VIA
CONVEX LIFTINGS
3. IMPLICATIONS OF INVERSE PARAMETRIC OPTIMIZATION IN MODEL PREDICTIVE
CONTROL
4. DISTRIBUTED ROBUST MODEL PREDICTIVE CONTROL OF INTERCONNECTED
POLYTOPIC SYSTEMS
5. OPTIMAL DISTRIBUTED-COORDINATED APPROACH FOR ENERGY MANAGEMENT IN
MULTISOURCE ELECTRIC POWER GENERATION SYSTEMS
6. EVOLUTIONARY-GAME-BASED DYNAMICAL TUNING FOR MULTI-OBJECTIVE MODEL
PREDICTIVE CONTROL
7. A MODEL PREDICTIVE CONTROL-BASED ARCHITECTURE FOR COOPERATIVE
PATH-FOLLOWING OF MULTIPLE UNMANNED AERIAL VEHICLES
8. PREDICTIVE CONTROL FOR PATH FOLLOWING. FROM TRAJECTORY GENERATION TO
THE PARAMETERIZATION OF THE DISCRETE TRACKING SEQUENCES
9. FORMATION RECONFIGURATION USING MODEL PREDICTIVE CONTROL TECHNIQUES
FOR MULTI-AGENT DYNAMICAL SYSTEMS
10. OPTIMAL OPERATION OF A LUMOSTATIC MICROALGAE CULTIVATION PROCESS
11. BIOPROCESSES PARAMETER ESTIMATION BY HEURISTIC OPTIMIZATION
TECHNIQUES
12. REAL-TIME EXPERIMENTAL IMPLEMENTATION OF PREDICTIVE CONTROL SCHEMES
IN A SMALL-SCALE PASTEURIZATION PLANT
13. AN OPTIMIZATION-BASED FRAMEWORK FOR IMPULSIVE CONTROL SYSTEMS
14. ROBUSTNESS ISSUES IN CONTROL OF BILINEAR DISCRETE-TIME SYSTEMS -
APPLIED TO THE CONTROL OF POWER CONVERTERS
15. ON THE LPV CONTROL DESIGN AND ITS APPLICATIONS TO SOME CLASSES OF
DYNAMICAL SYSTEMS
16. ULTIMATE BOUNDS AND ROBUST INVARIANT SETS FOR LINEAR SYSTEMS WITH
STATE-DEPENDENT DISTURBANCES
17. RPI APPROXIMATIONS OF THE MRPI SET CHARACTERIZING LINEAR DYNAMICS
WITH ZONOTOPIC DISTURBANCES.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
DEVELOPMENTS IN MODEL-BASED OPTIMIZATION AND CONTROL
/
: 2015
ABSTRACT / INHALTSTEXT
THIS BOOK DEALS WITH OPTIMIZATION METHODS AS TOOLS FOR DECISION MAKING
AND CONTROL IN THE PRESENCE OF MODEL UNCERTAINTY. IT IS ORIENTED TO THE
USE OF THESE TOOLS IN ENGINEERING, SPECIFICALLY IN AUTOMATIC CONTROL
DESIGN WITH ALL ITS COMPONENTS: ANALYSIS OF DYNAMICAL SYSTEMS,
IDENTIFICATION PROBLEMS, AND FEEDBACK CONTROL DESIGN. DEVELOPMENTS IN
MODEL-BASED OPTIMIZATION AND CONTROL TAKES ADVANTAGE OF
OPTIMIZATION-BASED FORMULATIONS FOR SUCH CLASSICAL FEEDBACK DESIGN
OBJECTIVES AS STABILITY, PERFORMANCE AND FEASIBILITY, AFFORDED BY THE
ESTABLISHED BODY OF RESULTS AND METHODOLOGIES CONSTITUTING OPTIMAL
CONTROL THEORY. IT MAKES PARTICULAR USE OF THE POPULAR FORMULATION KNOWN
AS PREDICTIVE CONTROL OR RECEDING-HORIZON OPTIMIZATION.THE INDIVIDUAL
CONTRIBUTIONS IN THIS VOLUME ARE WIDE-RANGING IN SUBJECT MATTER BUT
COORDINATED WITHIN A FIVE-PART STRUCTURE COVERING MATERIAL ON:
COMPLEXITY AND STRUCTURE IN MODEL PREDICTIVE CONTROL (MPC);
COLLABORATIVE MPC; DISTRIBUTED MPC; OPTIMIZATION-BASED ANALYSIS
AND DESIGN; AND APPLICATIONS TO BIOPROCESSES, MULTIVEHICLE SYSTEMS OR
ENERGY MANAGEMENT. THE VARIOUS CONTRIBUTIONS COVER A SUBJECT SPECTRUM
INCLUDING INVERSE OPTIMALITY AND MORE MODERN DECENTRALIZED AND
COOPERATIVE FORMULATIONS OF RECEDING-HORIZON OPTIMAL CONTROL. READERS
WILL FIND FOURTEEN CHAPTERS DEDICATED TO OPTIMIZATION-BASED TOOLS FOR
ROBUSTNESS ANALYSIS, AND DECISION-MAKING IN RELATION TO FEEDBACK
MECHANISMS—FAULT DETECTION, FOR EXAMPLE—AND THREE CHAPTERS PUTTING
FORWARD APPLICATIONS WHERE THE MODEL-BASED OPTIMIZATION BRINGS A NOVEL
PERSPECTIVE.DEVELOPMENTS IN MODEL-BASED OPTIMIZATION AND CONTROL IS A
SELECTION OF CONTRIBUTIONS EXPANDED AND UPDATED FROM THE
OPTIMISATION-BASED CONTROL AND ESTIMATION WORKSHOPS HELD IN NOVEMBER
2013 AND NOVEMBER 2014. IT FORMS A USEFUL RESOURCE FOR ACADEMIC
RESEARCHERS AND GRADUATE STUDENTS INTERESTED IN THE STATE OF THE ART IN
PREDICTIVE CONTROL. CONTROL ENGINEERS WORKING IN MODEL-BASED
OPTIMIZATION AND CONTROL, PARTICULARLY IN ITS BIOPROCESS APPLICATIONS
WILL ALSO FIND THIS COLLECTION INSTRUCTIVE
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author2 | Olaru, Sorin Grancharova, Alexandra Lobo Pereira, Fernando |
| author2_role | edt edt edt |
| author2_variant | s o so a g ag p f l pf pfl |
| author_facet | Olaru, Sorin Grancharova, Alexandra Lobo Pereira, Fernando |
| building | Verbundindex |
| bvnumber | BV043282660 |
| collection | ZDB-2-ENG |
| ctrlnum | (OCoLC)934209945 (DE-599)BVBBV043282660 |
| dewey-full | 621.3 629.8 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics 629 - Other branches of engineering |
| dewey-raw | 621.3 629.8 |
| dewey-search | 621.3 629.8 |
| dewey-sort | 3621.3 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik Mess-/Steuerungs-/Regelungs-/Automatisierungstechnik / Mechatronik |
| doi_str_mv | 10.1007/978-3-319-26687-9 |
| format | Electronic eBook |
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| id | DE-604.BV043282660 |
| illustrated | Not Illustrated |
| indexdate | 2025-02-20T06:52:42Z |
| institution | BVB |
| isbn | 9783319266879 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028704014 |
| oclc_num | 934209945 |
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| physical | 1 Online-Ressource (XVIII, 381 Seiten) Diagramme |
| psigel | ZDB-2-ENG ZDB-2-ENG_2015_Fremddaten |
| publishDate | 2015 |
| publishDateSearch | 2015 |
| publishDateSort | 2015 |
| publisher | Springer |
| record_format | marc |
| series | Lecture notes in control and information sciences |
| series2 | Lecture notes in control and information sciences |
| spellingShingle | Developments in model-based optimization and control distributed control and industrial applications Lecture notes in control and information sciences Engineering System theory Calculus of variations Control engineering Control Calculus of Variations and Optimal Control; Optimization Systems Theory, Control Ingenieurwissenschaften |
| title | Developments in model-based optimization and control distributed control and industrial applications |
| title_auth | Developments in model-based optimization and control distributed control and industrial applications |
| title_exact_search | Developments in model-based optimization and control distributed control and industrial applications |
| title_full | Developments in model-based optimization and control distributed control and industrial applications Sorin Olaru, Alexandra Grancharova, Fernando Lobo Pereira editors |
| title_fullStr | Developments in model-based optimization and control distributed control and industrial applications Sorin Olaru, Alexandra Grancharova, Fernando Lobo Pereira editors |
| title_full_unstemmed | Developments in model-based optimization and control distributed control and industrial applications Sorin Olaru, Alexandra Grancharova, Fernando Lobo Pereira editors |
| title_short | Developments in model-based optimization and control |
| title_sort | developments in model based optimization and control distributed control and industrial applications |
| title_sub | distributed control and industrial applications |
| topic | Engineering System theory Calculus of variations Control engineering Control Calculus of Variations and Optimal Control; Optimization Systems Theory, Control Ingenieurwissenschaften |
| topic_facet | Engineering System theory Calculus of variations Control engineering Control Calculus of Variations and Optimal Control; Optimization Systems Theory, Control Ingenieurwissenschaften |
| url | https://doi.org/10.1007/978-3-319-26687-9 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028704014&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028704014&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV014011570 |
| work_keys_str_mv | AT olarusorin developmentsinmodelbasedoptimizationandcontroldistributedcontrolandindustrialapplications AT grancharovaalexandra developmentsinmodelbasedoptimizationandcontroldistributedcontrolandindustrialapplications AT lobopereirafernando developmentsinmodelbasedoptimizationandcontroldistributedcontrolandindustrialapplications |