Monitoreo de Invernaderos Usando Tecnologías IOT
En el ámbito de la agricultura de precisión, los invernaderos desempeñan un papel esencial al permitir la producción controlada de cultivos en ambientes protegidos. Sin embargo, el seguimiento continuo y preciso de las condiciones ambientales dentro de los invernaderos sigue siendo un desafío. La ne...
- Autores:
-
Cruz Porras, Daniel Alberto
- Tipo de recurso:
- Trabajo de grado de pregrado
- Fecha de publicación:
- 2024
- Institución:
- Universidad Santo Tomás
- Repositorio:
- Repositorio Institucional USTA
- Idioma:
- spa
- OAI Identifier:
- oai:repository.usta.edu.co:11634/57411
- Acceso en línea:
- http://hdl.handle.net/11634/57411
- Palabra clave:
- Internet of Things (IoT)
Greenhouse
Monitoring
Control
Sensor
Protocol
Agrometeorological Variables
Automatización industrial
Industria agrícola
Uso de tecnologías digitales
Internet de las cosas (IoT)
Invernadero
Monitoreo
Control
Sensor
Protocolo
Variables Agrometeorológicas
- Rights
- openAccess
- License
- Atribución-NoComercial-SinDerivadas 2.5 Colombia
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Monitoreo de Invernaderos Usando Tecnologías IOT |
| title |
Monitoreo de Invernaderos Usando Tecnologías IOT |
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Monitoreo de Invernaderos Usando Tecnologías IOT Internet of Things (IoT) Greenhouse Monitoring Control Sensor Protocol Agrometeorological Variables Automatización industrial Industria agrícola Uso de tecnologías digitales Internet de las cosas (IoT) Invernadero Monitoreo Control Sensor Protocolo Variables Agrometeorológicas |
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Monitoreo de Invernaderos Usando Tecnologías IOT |
| title_full |
Monitoreo de Invernaderos Usando Tecnologías IOT |
| title_fullStr |
Monitoreo de Invernaderos Usando Tecnologías IOT |
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Monitoreo de Invernaderos Usando Tecnologías IOT |
| title_sort |
Monitoreo de Invernaderos Usando Tecnologías IOT |
| dc.creator.fl_str_mv |
Cruz Porras, Daniel Alberto |
| dc.contributor.advisor.none.fl_str_mv |
Páez Casas, Deisy Carolina |
| dc.contributor.author.none.fl_str_mv |
Cruz Porras, Daniel Alberto |
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https://orcid.org/0000-0001-6582-771X |
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Universidad Santo Tomás |
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Internet of Things (IoT) Greenhouse Monitoring Control Sensor Protocol Agrometeorological Variables |
| topic |
Internet of Things (IoT) Greenhouse Monitoring Control Sensor Protocol Agrometeorological Variables Automatización industrial Industria agrícola Uso de tecnologías digitales Internet de las cosas (IoT) Invernadero Monitoreo Control Sensor Protocolo Variables Agrometeorológicas |
| dc.subject.lemb.spa.fl_str_mv |
Automatización industrial Industria agrícola Uso de tecnologías digitales |
| dc.subject.proposal.spa.fl_str_mv |
Internet de las cosas (IoT) Invernadero Monitoreo Control Sensor Protocolo Variables Agrometeorológicas |
| description |
En el ámbito de la agricultura de precisión, los invernaderos desempeñan un papel esencial al permitir la producción controlada de cultivos en ambientes protegidos. Sin embargo, el seguimiento continuo y preciso de las condiciones ambientales dentro de los invernaderos sigue siendo un desafío. La necesidad de mantener parámetros como temperatura, humedad, niveles de luz y calidad del suelo en rangos óptimos para el crecimiento de los cultivos es crucial para asegurar cosechas de alta calidad y rendimientos eficientes. La aplicación de tecnologías de Internet de las Cosas (IoT) se postula como una alternativa prometedora para abordar este desafío al proporcionar una solución potencial para el monitoreo y control efectivo de las condiciones ambientales en invernaderos. No obstante, la implementación exitosa de sistemas de monitoreo de invernaderos basados en IoT plantea desafíos técnicos y específicos que requieren un análisis. Por ello, el presente artículo busca proporcionar una visión completa y detallada de los aspectos más relevantes de la agricultura en invernaderos y su monitoreo mediante tecnologías IoT, sus pros y contras, así como avances y tendencias durante los últimos años; para ello se hace revisión del tema desde los aspectos básicos en la construcción de invernaderos, pasando por un análisis de las tendencias existentes en el campo y llegando a la revisión de diferentes escenarios en que se han implementado soluciones con tecnologías IoT para la agricultura, permitiendo así identificar patrones, desafíos y líneas de mejora. |
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2024 |
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2024-09-05T16:54:25Z |
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2024-09-05T16:54:25Z |
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2024 |
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Trabajo de grado |
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info:eu-repo/semantics/acceptedVersion |
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Formación de Recurso Humano para la Ctel: Trabajo de grado de Pregrado |
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Cruz Porras, D. A. (2024). Monitoreo de Invernaderos Usando Tecnologías IOT. [Trabajo de Grado, Universidad Santo Tomás]. Repositorio Institucional. |
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http://hdl.handle.net/11634/57411 |
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Cruz Porras, D. A. (2024). Monitoreo de Invernaderos Usando Tecnologías IOT. [Trabajo de Grado, Universidad Santo Tomás]. Repositorio Institucional. reponame:Repositorio Institucional Universidad Santo Tomás instname:Universidad Santo Tomás repourl:https://repository.usta.edu.co |
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Bański, J., Mazur M., “Agricultural Land Use,” in Transformation of Agricultural Sector in the Central and Eastern Europe after 1989, Springer, Cham., 2021, pp 43-51. Sunil K. Sahu, Huan Liu, “A genetic solution for the global food security crisis,” Journal of Integrative Plant Biology, Apr. 2023, doi: 10.1111/jipb.13500 Gruda, N. (2011, October). “Current and future perspective of growing media in Europe,” in V Balkan Symposium on Vegetables and Potatoes, 2011, pp. 37-43. Noura Jemai, Meriem Soussi, M.T. Chaibi, “Opportunities for Implementing Closed Greenhouse Systems in Arid Climate Conditions,” Horticulturae, vol. 8, no. 12, pp.1102-1102, Dec. 2022, doi: 10.3390/horticulturae8121102 Xun Li, Xiaohui Hu, Shiwei Song, Da-Wen Sun, “Greenhouse Management for Better Vegetable Quality, Higher Nutrient Use Efficiency, and Healthier Soil,” Horticulturae, vol. 8, no. 12, pp. 1192-1192, Dec. 2022, doi: 10.3390/horticulturae8121192 K. I. Prihan Nimsara, J. Bodaragama, K. A. Roshan Maduwantha and S. D. Fernando, "Energy and Operations Optimization for Effective Greenhouse Management," presented at the 4th International Conference on Advancements in Computing (ICAC), Colombo, Sri Lanka, 2022, pp. 246-251. I.L. López-Cruz, E. Fitz-Rodríguez, R. Salazar-Moreno, A. Rojano-Aguilar and M. Kacira, “Development and analysis of dynamical mathematical models of greenhouse climate: A review”. Eur.J.Hortic.Sci., vol 83, no 5, pp 269-279, Oct. 2018, doi: 10.17660/eJHS.2018/83.5.1 Mario Lenscak & Norma Iglesias, Invernaderos: Tecnología Apropiada en las regiones productivas del Territorio Nacional Argentino (del paralelo 23 al 54), Argentina, INTA Ediciones, 2019, ISBN 978-987-8333-21-2. Mario Lenscak & Norma Iglesias, “Title of chapter in the book,” in Invernaderos: Tecnología Apropiada en las regiones productivas del Territorio Nacional Argentino (del paralelo 23 al 54), Argentina, INTA Ediciones, 2019, ch. 2, pp 14-23. Mario Lenscak & Norma Iglesias, “Title of chapter in the book,” in Invernaderos: Tecnología Apropiada en las regiones productivas del Territorio Nacional Argentino (del paralelo 23 al 54), Argentina, INTA Ediciones, 2019, ch. 3, pp 24-30. Mario Lenscak & Norma Iglesias, “Title of chapter in the book,” in Invernaderos: Tecnología Apropiada en las regiones productivas del Territorio Nacional Argentino (del paralelo 23 al 54), Argentina, INTA Ediciones, 2019, ch. 4, pp 31-35. Mario Lenscak & Norma Iglesias, “Title of chapter in the book,” in Invernaderos: Tecnología Apropiada en las regiones productivas del Territorio Nacional Argentino (del paralelo 23 al 54), Argentina, INTA Ediciones, 2019, ch. 5, pp 36-49. Mario Lenscak & Norma Iglesias, “Title of chapter in the book,” in Invernaderos: Tecnología Apropiada en las regiones productivas del Territorio Nacional Argentino (del paralelo 23 al 54), Argentina, INTA Ediciones, 2019, ch. 6, pp 50-73. H. Zhao, Y. Cui, F. Yang, R. Yang, D. Pan and L. Zhao, "Design of the Facility Vegetable Environment Monitor System of Greenhouse Based on Internet of Things," in 2019 2nd World Conference on Mechanical Engineering and Intelligent Manufacturing (WCMEIM), 2019, pp. 752-755, doi: 10.1109/WCMEIM48965.2019.00158. Shu J., Liu S., & Xu Z., Intelligent Greenhouse Clean Energy Control Integrating Multi-Granularity Internet of Things, in 2018 International Conference on Intelligent Transportation, Big Data & Smart City (ICITBS), Jan. 2018, pp. 568-571, doi: 10.1109/ICITBS.2018.00149. Arregoces-Guerra, Paulina, Restrepo-Arias, Juan Felipe, Usme Martinez, Manuela, Montoya-Yepes, Juan Pablo, Branch-Bedoya & John Willian, “Monitoreo de cultivos bajo invernadero utilizando tecnologías 4.0,” Ciencia y Tecnología Agropecuaria, vol 24, no 2, Aug. 2023, doi: 10.21930/rcta.vol24_num2_art:2853. M. Nargotra and M. J. Khurjekar, "Green house based on IoT and AI for societal benefit," presented in 2020 International Conference on Emerging Smart Computing and Informatics (ESCI), Pune, India, 2020, pp. 109-112, doi: 10.1109/ESCI48226.2020.9167637. Seethalakshmi E., Shunmugam M., Pavaiyarkarasi R., Joseph S., & Paulraj J.E., “An automated irrigation system for optimized greenhouse using IoT,” in Materials Today: Proceedings, Jan. 2021. W. Suwimon, K. Nuttapon, P. Tasanee, W. Niwooti, P. Tipsukhon & C. Chatchawan, “Vertical farming: A potential farming practice for lettuce production,” in Chilean Journal of Agricultural Research, 2023, vol 83, no 3, pp 248-259, doi: 10.4067/S0718-58392023000300248. N. Neiko, A. Atanas, E. Boris, V. Valentin & B. Sorin-Stefan. (2023). “Design of a Small-Scale Hydroponic System for Indoor Farming of Leafy Vegetables,” in Agriculture, 2023, vol 13, no 6, doi: 10.3390/agriculture13061191. A. L. Alvaro. (2019). “Monitoreo de variables agrometeorológicas en la fase de germinación de un cultivo de pimentón a través de IoT,” in Congreso Internacional en Inteligencia Ambiental, Ingeniería de Software y Salud Electrónica y Móvil – AmITIC 2019, Pereira, Colombia, Aug. 2019 F. Javier, G. C. Juan, N. H. Mario & M. M. José, “Precision Agriculture Design Method Using a Distributed Computing Architecture on Internet of Things Context,” in Sensors, 2018, vol 18, no 6, doi: 10.3390/s18061731. U. Rahmat, A. Ikram, G. Mark, S. Craig, S. William & W. Colin, (2023). “Internet of Things based Sensor System for Vertical Farming and Controlled Environment Agriculture,” in 6th Conference on Cloud and Internet of Things, Lisbon, Portugal, Apr. 2023, doi: 10.1109/CIoT57267.2023.10084913. Prashant Chandrashekhar Nikose and Jayant P. Mehare, “Monitoring and Controlling Hydroponic Units using IoT,” IJFMR, vol 5, no 3, Jun. 2023, doi 10.36948/ijfmr.2023.v05i03.4167. Marín-Garcia E., Torres-Marín J. N. y Chaverra-Lasso A., “Smart Greenhouse and Agriculture 4.0,” Revista Científica, vol 46, no 1, pp 37-50, doi: 10.14483/23448350.19816. R. E. Putri, P. A. Oktavionry, F. Arlius, I. Putri1 & A. Hasan, “Use of Tower System in Vertical Farming Technique,” in IOP Conference Series: Earth and Environmental Science, 2023, doi: 10.1088/1755-1315/1182/1/012005. Ambarwari A., Dewi Kania Widyawati, & Anung Wahyudi, “Sistem Pemantau Kondisi Lingkungan Pertanian Tanaman Pangan dengan NodeMCU ESP8266 dan Raspberry Pi Berbasis IoT,” in Jurnal RESTI (Rekayasa Sistem Dan Teknologi Informasi), 2021, vol 5, no 3, pp 496 – 503, doi: 10.29207/resti.v5i3.3037. K. Theodora, A. Yasmine, A. Ouammi & S. Sami, “Smart greenhouses as the path towards precision agriculture in the food-energy and water nexus: case study of Qatar,” in Environment Systems and Decisions, 2022, vol 42, no 2, doi: 10.1007/s10669-022-09862-2. R. Denis & H. Katsumori & S. Sawahiko. (2019). “Development of a Simplified Smart Agriculture System for Small-scale Greenhouse Farming,” in Sensors and Materials, 2019, vol 31, no 3, pp 834-843, doi: 10.18494/SAM.2019.2154. G. Yesid & L. Eduardo. (2016). “Desarrollo de un sistema de iluminación artificial LED para cultivos en interiores - Vertical Farming (VF),” in Informador Técnico, 2016, vol 80, no 2, doi: 10.23850/22565035.480. Rao M., Ajit K. & Kumar G., (2018). “Smart Green House Based on IOT,” in International Journal of Engineering & Technology, 2018, vol 7, no 2.32, pp 258-261, doi: 10.14419/ijet.v7i2.32.15579. A. Dahane, R. Benameur, B. Kechar and A. Benyamina, "An IoT Based Smart Farming System Using Machine Learning," in 2020 International Symposium on Networks, Computers and Communications (ISNCC), Montreal, QC, Canada, 2020, pp. 1- 6, doi: 10.1109/ISNCC49221.2020.9297341. Drakulić, U., Mujčić, E. (2020). Remote Monitoring and Control System for Greenhouse Based on IoT, in Advanced Technologies, Systems, and Applications IV -Proceedings of the International Symposium on Innovative and Interdisciplinary Applications of Advanced Technologies (IAT 2019), Jul. 2019, doi: 10.1007/978-3-030-24986-1_38. Obroucheva N.V., Sinkevich I.A. and Lityagina S.V., “Water relations in germinating sedes,” in Russ J Plant Physiol, 2017, vol 64, pp 625–633, doi: 10.1134/S102144371703013X. O.V. Tkach., V.I. Ovcharuk., O.V. Ovcharuk, and Marcin Jewiarz, “Features of the soil moisture role in ensuring a high yield of root chicory plants,” Podìlʹsʹkij vìsnik: sìlʹsʹke gospodarstvo, tehnìka, ekonomìka, 2023, no 36, pp 14-20, doi: 10.37406/2706-9052-2022-12. K. Monisha, H. Kalai Selvi, P. Sivanandhini, A. Sona Nachammai, “Hydroponics agriculture as a modern agriculture technique,” in Journal of Achievements in Materials and Manufacturing Engineering, 2023, vol 116, no 1, pp 25-35, doi: 10.5604/01.3001.0016.3395. S. Shlomo, R. Victor, K. David & Bar-Tal Asher, “Hydroponic Agriculture and Microbial Safety of Vegetables: Promises, Challenges, and Solutions,” in Horticulturae, 2023, vol 9, no 1, doi: 10.3390/horticulturae9010051. |
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Páez Casas, Deisy CarolinaCruz Porras, Daniel Albertohttps://orcid.org/0000-0001-6582-771Xhttps://scienti.minciencias.gov.co/cvlac/visualizador/generarCurriculoCv.do?cod_rh=0001387730Universidad Santo Tomás2024-09-05T16:54:25Z2024-09-05T16:54:25Z2024Cruz Porras, D. A. (2024). Monitoreo de Invernaderos Usando Tecnologías IOT. [Trabajo de Grado, Universidad Santo Tomás]. Repositorio Institucional.http://hdl.handle.net/11634/57411reponame:Repositorio Institucional Universidad Santo Tomásinstname:Universidad Santo Tomásrepourl:https://repository.usta.edu.coEn el ámbito de la agricultura de precisión, los invernaderos desempeñan un papel esencial al permitir la producción controlada de cultivos en ambientes protegidos. Sin embargo, el seguimiento continuo y preciso de las condiciones ambientales dentro de los invernaderos sigue siendo un desafío. La necesidad de mantener parámetros como temperatura, humedad, niveles de luz y calidad del suelo en rangos óptimos para el crecimiento de los cultivos es crucial para asegurar cosechas de alta calidad y rendimientos eficientes. La aplicación de tecnologías de Internet de las Cosas (IoT) se postula como una alternativa prometedora para abordar este desafío al proporcionar una solución potencial para el monitoreo y control efectivo de las condiciones ambientales en invernaderos. No obstante, la implementación exitosa de sistemas de monitoreo de invernaderos basados en IoT plantea desafíos técnicos y específicos que requieren un análisis. Por ello, el presente artículo busca proporcionar una visión completa y detallada de los aspectos más relevantes de la agricultura en invernaderos y su monitoreo mediante tecnologías IoT, sus pros y contras, así como avances y tendencias durante los últimos años; para ello se hace revisión del tema desde los aspectos básicos en la construcción de invernaderos, pasando por un análisis de las tendencias existentes en el campo y llegando a la revisión de diferentes escenarios en que se han implementado soluciones con tecnologías IoT para la agricultura, permitiendo así identificar patrones, desafíos y líneas de mejora.In the field of precision agriculture, greenhouses play a crucial role by enabling controlled crop production in protected environments. However, continuous and accurate monitoring of environmental conditions within greenhouses remains a challenge. Maintaining parameters such as temperature, humidity, light levels, and soil quality within optimal ranges for crop growth is essential to ensure high-quality harvests and efficient yields. The application of Internet of Things (IoT) technologies is emerging as a promising alternative to address this challenge by providing a potential solution for effective monitoring and control of environmental conditions in greenhouses. Nonetheless, the successful implementation of IoT-based greenhouse monitoring systems poses specific technical challenges that require analysis. Therefore, this article aims to provide a comprehensive and detailed overview of the most relevant aspects of greenhouse agriculture and its monitoring using IoT technologies, including their pros and cons, as well as recent advancements and trends. To this end, the article reviews the topic from the basic aspects of greenhouse construction, through an analysis of existing trends in the field, and concludes with an examination of different scenarios where IoT solutions have been implemented in agriculture, allowing for the identification of patterns, challenges, and areas for improvement.Ingeniero en Mecatrónicahttps://www.ustabuca.edu.co/Pregradoapplication/pdfspaUniversidad Santo TomásPregrado Ingeniería MecatrónicaFacultad de Ingeniería MecatrónicaAtribución-NoComercial-SinDerivadas 2.5 Colombiahttp://creativecommons.org/licenses/by-nc-nd/2.5/co/Abierto (Texto Completo)info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Monitoreo de Invernaderos Usando Tecnologías IOTInternet of Things (IoT)GreenhouseMonitoringControlSensorProtocolAgrometeorological VariablesAutomatización industrialIndustria agrícolaUso de tecnologías digitalesInternet de las cosas (IoT)InvernaderoMonitoreoControlSensorProtocoloVariables AgrometeorológicasTrabajo de gradoinfo:eu-repo/semantics/acceptedVersionFormación de Recurso Humano para la Ctel: Trabajo de grado de Pregradohttp://purl.org/coar/resource_type/c_7a1finfo:eu-repo/semantics/bachelorThesisCRAI-USTA BucaramangaAli O., Osmanaj V., Kwiatek P., Alryalat M., Chimhundu, R., & Dwivedi, Y. 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