Image Recognition of Photovoltaic Cell Occlusion Based on Subpixel Matching Article Swipe
Yuexin Jin
,
Jinchi Yu
,
Xiaoju Yin
,
Yuxin Wang
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.4108/ew.5751
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.4108/ew.5751
INTRODUCTION: During the operation of large photovoltaic power stations, they are often shielded by dust and bird droppings, which greatly reduce the power generation and even cause fires. Analysis of PV cell occlusion image recognition accuracy based on sub-pixel matching. OBJECTIVES: In order to find the location of the pv cells, we use the method of subpixel image matching. Improve recognition accuracy. METHODS: When the power plant is running normally, taken the original image for photovoltaic power station as the original sample, and then using the subpixel gradient matching algorithm, to match the original image and find out that the minimum matching values. RESULTS: If the calculation results is greater than a specified threshold, When the calculated result is greater than the specified threshold, the power station is considered abnormal. CONCLUSION: The experimental process shows that this method can better judge the operating status of photovoltaic power station, and can find out the location of mismatched photovoltaic cells more accurately, and the calculation accuracy reaches sub-pixel level.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.4108/ew.5751
- https://publications.eai.eu/index.php/ew/article/download/5751/3146
- OA Status
- diamond
- References
- 21
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4394753968
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Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4394753968Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.4108/ew.5751Digital Object Identifier
- Title
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Image Recognition of Photovoltaic Cell Occlusion Based on Subpixel MatchingWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2024Year of publication
- Publication date
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2024-04-12Full publication date if available
- Authors
-
Yuexin Jin, Jinchi Yu, Xiaoju Yin, Yuxin WangList of authors in order
- Landing page
-
https://doi.org/10.4108/ew.5751Publisher landing page
- PDF URL
-
https://publications.eai.eu/index.php/ew/article/download/5751/3146Direct link to full text PDF
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YesWhether a free full text is available
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diamondOpen access status per OpenAlex
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https://publications.eai.eu/index.php/ew/article/download/5751/3146Direct OA link when available
- Concepts
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Subpixel rendering, Photovoltaic system, Matching (statistics), Pixel, Artificial intelligence, Computer science, Power (physics), Computer vision, Pattern recognition (psychology), Mathematics, Engineering, Statistics, Electrical engineering, Physics, Quantum mechanicsTop concepts (fields/topics) attached by OpenAlex
- Cited by
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0Total citation count in OpenAlex
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21Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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| abstract_inverted_index.to | 43, 90 |
| abstract_inverted_index.we | 51 |
| abstract_inverted_index.The | 131 |
| abstract_inverted_index.and | 15, 24, 82, 95, 148, 160 |
| abstract_inverted_index.are | 10 |
| abstract_inverted_index.can | 138, 149 |
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| abstract_inverted_index.out | 97, 151 |
| abstract_inverted_index.the | 2, 21, 45, 48, 53, 64, 71, 79, 85, 92, 99, 105, 115, 121, 124, 141, 152, 161 |
| abstract_inverted_index.use | 52 |
| abstract_inverted_index.When | 63, 114 |
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| abstract_inverted_index.cell | 31 |
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| abstract_inverted_index.than | 110, 120 |
| abstract_inverted_index.that | 98, 135 |
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| abstract_inverted_index.they | 9 |
| abstract_inverted_index.this | 136 |
| abstract_inverted_index.based | 36 |
| abstract_inverted_index.cause | 26 |
| abstract_inverted_index.cells | 157 |
| abstract_inverted_index.image | 33, 57, 73, 94 |
| abstract_inverted_index.judge | 140 |
| abstract_inverted_index.large | 5 |
| abstract_inverted_index.match | 91 |
| abstract_inverted_index.often | 11 |
| abstract_inverted_index.order | 42 |
| abstract_inverted_index.plant | 66 |
| abstract_inverted_index.power | 7, 22, 65, 76, 125, 146 |
| abstract_inverted_index.shows | 134 |
| abstract_inverted_index.taken | 70 |
| abstract_inverted_index.using | 84 |
| abstract_inverted_index.which | 18 |
| abstract_inverted_index.During | 1 |
| abstract_inverted_index.better | 139 |
| abstract_inverted_index.cells, | 50 |
| abstract_inverted_index.fires. | 27 |
| abstract_inverted_index.level. | 166 |
| abstract_inverted_index.method | 54, 137 |
| abstract_inverted_index.reduce | 20 |
| abstract_inverted_index.result | 117 |
| abstract_inverted_index.status | 143 |
| abstract_inverted_index.Improve | 59 |
| abstract_inverted_index.greater | 109, 119 |
| abstract_inverted_index.greatly | 19 |
| abstract_inverted_index.minimum | 100 |
| abstract_inverted_index.process | 133 |
| abstract_inverted_index.reaches | 164 |
| abstract_inverted_index.results | 107 |
| abstract_inverted_index.running | 68 |
| abstract_inverted_index.sample, | 81 |
| abstract_inverted_index.station | 77, 126 |
| abstract_inverted_index.values. | 102 |
| abstract_inverted_index.Analysis | 28 |
| abstract_inverted_index.METHODS: | 62 |
| abstract_inverted_index.RESULTS: | 103 |
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| abstract_inverted_index.gradient | 87 |
| abstract_inverted_index.location | 46, 153 |
| abstract_inverted_index.matching | 88, 101 |
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| abstract_inverted_index.station, | 147 |
| abstract_inverted_index.subpixel | 56, 86 |
| abstract_inverted_index.abnormal. | 129 |
| abstract_inverted_index.accuracy. | 61 |
| abstract_inverted_index.matching. | 39, 58 |
| abstract_inverted_index.normally, | 69 |
| abstract_inverted_index.occlusion | 32 |
| abstract_inverted_index.operating | 142 |
| abstract_inverted_index.operation | 3 |
| abstract_inverted_index.specified | 112, 122 |
| abstract_inverted_index.stations, | 8 |
| abstract_inverted_index.sub-pixel | 38, 165 |
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| abstract_inverted_index.experimental | 132 |
| abstract_inverted_index.photovoltaic | 6, 75, 145, 156 |
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| cited_by_percentile_year | |
| countries_distinct_count | 1 |
| institutions_distinct_count | 4 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/7 |
| sustainable_development_goals[0].score | 0.8399999737739563 |
| sustainable_development_goals[0].display_name | Affordable and clean energy |
| citation_normalized_percentile.value | 0.04246318 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |