Finding an Integrated Ultraviolet Radiation Index Using Fuzzy Logic Techniques
The present study applies fuzzy logic techniques to find an integrated ultraviolet radiation index for Cuenca-Ecuador. This index integrates information on meteorological variables and ultraviolet rays, whose data were provided by the Research Department of the Institute for Sectional Regime Studies...
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| Format: | ARTÍCULO DE CONFERENCIA |
| Language: | es_ES |
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Springer Science and Business Media Deutschland GmbH
2024
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| Online Access: | http://dspace.ucuenca.edu.ec/handle/123456789/44053 https://www.scopus.com/record/display.uri?eid=2-s2.0-85175955282&origin=resultslist&sort=plf-f&src=s&sid=298a2d249d187e124d562bdc74b783d6&sot=b&sdt=b&s=TITLE-ABS-KEY%28Finding+an+Integrated+Ultraviolet+Radiation+Index+Using+Fuzzy+Logic+Techniques%29&sl=93&sessionSearchId=298a2d249d187e124d562bdc74b783d6&relpos=0 |
| _version_ | 1793400622803845120 |
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| author | Cedillo Orellana, Irene Priscila |
| author_facet | Cedillo Orellana, Irene Priscila |
| author_sort | Cedillo Orellana, Irene Priscila |
| collection | DSpace |
| description | The present study applies fuzzy logic techniques to find an integrated ultraviolet radiation index for Cuenca-Ecuador. This index integrates information on meteorological variables and ultraviolet rays, whose data were provided by the Research Department of the Institute for Sectional Regime Studies of Ecuador (IERSE), corresponding to 2018. Analysis techniques in data mining were used to process and segment this information. Subsequently, a fuzzy logic model with the Mamdani approach was generated to obtain an integrated ultraviolet radiation index. This model combines the values of the Ultraviolet radiation A and Ultraviolet radiation B components through 49 fuzzy inference rules. The results obtained were compared with the ultraviolet radiation indices of the tropospheric model. As a result, a slightly higher fuzzy index was obtained in terms of the index score concerning the tropospheric model. |
| format | ARTÍCULO DE CONFERENCIA |
| id | oai:dspace.ucuenca.edu.ec:123456789-44053 |
| institution | Universidad de Cuenca |
| language | es_ES |
| publishDate | 2024 |
| publisher | Springer Science and Business Media Deutschland GmbH |
| record_format | dspace |
| spelling | oai:dspace.ucuenca.edu.ec:123456789-440532024-03-05T14:07:25Z Finding an Integrated Ultraviolet Radiation Index Using Fuzzy Logic Techniques Cedillo Orellana, Irene Priscila Fuzzy logic Ultraviolet Index Data mining Air quality The present study applies fuzzy logic techniques to find an integrated ultraviolet radiation index for Cuenca-Ecuador. This index integrates information on meteorological variables and ultraviolet rays, whose data were provided by the Research Department of the Institute for Sectional Regime Studies of Ecuador (IERSE), corresponding to 2018. Analysis techniques in data mining were used to process and segment this information. Subsequently, a fuzzy logic model with the Mamdani approach was generated to obtain an integrated ultraviolet radiation index. This model combines the values of the Ultraviolet radiation A and Ultraviolet radiation B components through 49 fuzzy inference rules. The results obtained were compared with the ultraviolet radiation indices of the tropospheric model. As a result, a slightly higher fuzzy index was obtained in terms of the index score concerning the tropospheric model. Cuenca 2024-03-05T14:07:22Z 2024-03-05T14:07:22Z 2023 ARTÍCULO DE CONFERENCIA 978-303145437-0 1865-0929 http://dspace.ucuenca.edu.ec/handle/123456789/44053 https://www.scopus.com/record/display.uri?eid=2-s2.0-85175955282&origin=resultslist&sort=plf-f&src=s&sid=298a2d249d187e124d562bdc74b783d6&sot=b&sdt=b&s=TITLE-ABS-KEY%28Finding+an+Integrated+Ultraviolet+Radiation+Index+Using+Fuzzy+Logic+Techniques%29&sl=93&sessionSearchId=298a2d249d187e124d562bdc74b783d6&relpos=0 10.1007/978-3-031-45438-7_8 es_ES application/pdf Springer Science and Business Media Deutschland GmbH Communications in Computer and Information Science |
| spellingShingle | Fuzzy logic Ultraviolet Index Data mining Air quality Cedillo Orellana, Irene Priscila Finding an Integrated Ultraviolet Radiation Index Using Fuzzy Logic Techniques |
| title | Finding an Integrated Ultraviolet Radiation Index Using Fuzzy Logic Techniques |
| title_full | Finding an Integrated Ultraviolet Radiation Index Using Fuzzy Logic Techniques |
| title_fullStr | Finding an Integrated Ultraviolet Radiation Index Using Fuzzy Logic Techniques |
| title_full_unstemmed | Finding an Integrated Ultraviolet Radiation Index Using Fuzzy Logic Techniques |
| title_short | Finding an Integrated Ultraviolet Radiation Index Using Fuzzy Logic Techniques |
| title_sort | finding an integrated ultraviolet radiation index using fuzzy logic techniques |
| topic | Fuzzy logic Ultraviolet Index Data mining Air quality |
| url | http://dspace.ucuenca.edu.ec/handle/123456789/44053 https://www.scopus.com/record/display.uri?eid=2-s2.0-85175955282&origin=resultslist&sort=plf-f&src=s&sid=298a2d249d187e124d562bdc74b783d6&sot=b&sdt=b&s=TITLE-ABS-KEY%28Finding+an+Integrated+Ultraviolet+Radiation+Index+Using+Fuzzy+Logic+Techniques%29&sl=93&sessionSearchId=298a2d249d187e124d562bdc74b783d6&relpos=0 |
| work_keys_str_mv | AT cedilloorellanairenepriscila findinganintegratedultravioletradiationindexusingfuzzylogictechniques |