ALADIN-based Distributed Model Predictive Control with dynamic partitioning: An application to Solar Parabolic Trough Plants Article Swipe
P. Chanfreut
,
J. M. Maestre
,
D. Krishnamoorthy
,
Eduardo F. Camacho
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2305.02821
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2305.02821
This article presents a distributed model predictive controller with time-varying partitioning based on the augmented Lagrangian alternating direction inexact Newton method (ALADIN). In particular, we address the problem of controlling the temperature of a heat transfer fluid (HTF) in a set of loops of solar parabolic collectors by adjusting its flow rate. The control problem involves a nonlinear prediction model, decoupled inequality constraints, and coupled affine constraints on the system inputs. The application of ALADIN to address such a problem is combined with a dynamic clustering-based partitioning approach that aims at reducing, with minimum performance losses, the number of variables to be coordinated. Numerical results on a 10-loop plant are presented.
Related Topics
Concepts
Parabolic trough
Control theory (sociology)
Model predictive control
Affine transformation
Nonlinear system
Computer science
Mathematical optimization
Controller (irrigation)
Set (abstract data type)
Cluster analysis
Applied mathematics
Mathematics
Control (management)
Engineering
Solar energy
Artificial intelligence
Physics
Biology
Quantum mechanics
Pure mathematics
Agronomy
Programming language
Electrical engineering
Metadata
- Type
- preprint
- Language
- en
- Landing Page
- http://arxiv.org/abs/2305.02821
- https://arxiv.org/pdf/2305.02821
- OA Status
- green
- Cited By
- 2
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4372279491
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4372279491Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.48550/arxiv.2305.02821Digital Object Identifier
- Title
-
ALADIN-based Distributed Model Predictive Control with dynamic partitioning: An application to Solar Parabolic Trough PlantsWork title
- Type
-
preprintOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2023Year of publication
- Publication date
-
2023-05-04Full publication date if available
- Authors
-
P. Chanfreut, J. M. Maestre, D. Krishnamoorthy, Eduardo F. CamachoList of authors in order
- Landing page
-
https://arxiv.org/abs/2305.02821Publisher landing page
- PDF URL
-
https://arxiv.org/pdf/2305.02821Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://arxiv.org/pdf/2305.02821Direct OA link when available
- Concepts
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Parabolic trough, Control theory (sociology), Model predictive control, Affine transformation, Nonlinear system, Computer science, Mathematical optimization, Controller (irrigation), Set (abstract data type), Cluster analysis, Applied mathematics, Mathematics, Control (management), Engineering, Solar energy, Artificial intelligence, Physics, Biology, Quantum mechanics, Pure mathematics, Agronomy, Programming language, Electrical engineeringTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
2Total citation count in OpenAlex
- Citations by year (recent)
-
2024: 1, 2023: 1Per-year citation counts (last 5 years)
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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| best_oa_location.source.host_organization_lineage | https://openalex.org/I205783295 |
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| best_oa_location.pdf_url | https://arxiv.org/pdf/2305.02821 |
| best_oa_location.version | submittedVersion |
| best_oa_location.raw_type | text |
| best_oa_location.license_id | |
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| best_oa_location.is_published | False |
| best_oa_location.raw_source_name | |
| best_oa_location.landing_page_url | http://arxiv.org/abs/2305.02821 |
| primary_location.id | pmh:oai:arXiv.org:2305.02821 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S4306400194 |
| primary_location.source.issn | |
| primary_location.source.type | repository |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | |
| primary_location.source.is_core | False |
| primary_location.source.is_in_doaj | False |
| primary_location.source.display_name | arXiv (Cornell University) |
| primary_location.source.host_organization | https://openalex.org/I205783295 |
| primary_location.source.host_organization_name | Cornell University |
| primary_location.source.host_organization_lineage | https://openalex.org/I205783295 |
| primary_location.license | |
| primary_location.pdf_url | https://arxiv.org/pdf/2305.02821 |
| primary_location.version | submittedVersion |
| primary_location.raw_type | text |
| primary_location.license_id | |
| primary_location.is_accepted | False |
| primary_location.is_published | False |
| primary_location.raw_source_name | |
| primary_location.landing_page_url | http://arxiv.org/abs/2305.02821 |
| publication_date | 2023-05-04 |
| publication_year | 2023 |
| referenced_works_count | 0 |
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