Dynamic model reduction and optimal sensor placement for agro-hydrological systems Article Swipe
Soumya Ranjan Sahoo
,
Xunyuan Yin
,
Jinfeng Liu
,
Sirish L. Shah
·
YOU?
·
· 2020
· Open Access
·
· DOI: https://doi.org/10.1016/j.ifacol.2020.12.657
YOU?
·
· 2020
· Open Access
·
· DOI: https://doi.org/10.1016/j.ifacol.2020.12.657
One of the essential aspects of developing advanced closed-loop irrigation is the estimation of soil moisture from a limited number of available sensors. One of the challenges is to find the optimal location of the sensors in a large heterogeneous field. In this work, we propose a method to find the optimal location of sensors in the presence of heterogeneous soil and non-uniform inputs. The key steps include dynamic order model reduction, minimum sensor selection, optimal sensor placement, and state estimation. The proposed method is applied to a three-dimensional field through simulations, and satisfying model reduction and state estimation results are obtained.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1016/j.ifacol.2020.12.657
- OA Status
- diamond
- Cited By
- 5
- References
- 14
- Related Works
- 10
- OpenAlex ID
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All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W3156609881Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1016/j.ifacol.2020.12.657Digital Object Identifier
- Title
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Dynamic model reduction and optimal sensor placement for agro-hydrological systemsWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2020Year of publication
- Publication date
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2020-01-01Full publication date if available
- Authors
-
Soumya Ranjan Sahoo, Xunyuan Yin, Jinfeng Liu, Sirish L. ShahList of authors in order
- Landing page
-
https://doi.org/10.1016/j.ifacol.2020.12.657Publisher landing page
- Open access
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YesWhether a free full text is available
- OA status
-
diamondOpen access status per OpenAlex
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https://doi.org/10.1016/j.ifacol.2020.12.657Direct OA link when available
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Reduction (mathematics), Computer science, Field (mathematics), Mathematical optimization, Selection (genetic algorithm), Key (lock), State (computer science), Real-time computing, Mathematics, Algorithm, Artificial intelligence, Pure mathematics, Computer security, GeometryTop concepts (fields/topics) attached by OpenAlex
- Cited by
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5Total citation count in OpenAlex
- Citations by year (recent)
-
2024: 1, 2023: 1, 2022: 3Per-year citation counts (last 5 years)
- References (count)
-
14Number of works referenced by this work
- Related works (count)
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10Other works algorithmically related by OpenAlex
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| abstract_inverted_index.estimation | 12, 98 |
| abstract_inverted_index.irrigation | 9 |
| abstract_inverted_index.placement, | 77 |
| abstract_inverted_index.reduction, | 71 |
| abstract_inverted_index.satisfying | 93 |
| abstract_inverted_index.selection, | 74 |
| abstract_inverted_index.closed-loop | 8 |
| abstract_inverted_index.estimation. | 80 |
| abstract_inverted_index.non-uniform | 62 |
| abstract_inverted_index.simulations, | 91 |
| abstract_inverted_index.heterogeneous | 39, 59 |
| abstract_inverted_index.three-dimensional | 88 |
| cited_by_percentile_year.max | 97 |
| cited_by_percentile_year.min | 89 |
| corresponding_author_ids | https://openalex.org/A5100424760 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 4 |
| corresponding_institution_ids | https://openalex.org/I154425047 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/15 |
| sustainable_development_goals[0].score | 0.4699999988079071 |
| sustainable_development_goals[0].display_name | Life in Land |
| citation_normalized_percentile.value | 0.59702825 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |