Renewable energy smart sensing system monitoring for Off-Grid vulnerable community in Colombia

La implantación de las energías renovables es una necesidad hoy en día y, como cualquier otra tecnología, conlleva retos y oportunidades para su consecución. En el proyecto Enhancing Aquatic Renewable Energy uno de los principales objetivos es el diseño de una red inteligente para controlar la red e...

Full description

Autores:
Colmenares Quintero, Ramón Fernando
Valderrama-Riveros, Oscar Camilo
Macho-Hernantes, Fernando
Stansfield, Kim E.
Colmenares-Quintero, Juan Carlos
Tipo de recurso:
Article of investigation
Fecha de publicación:
2021
Institución:
Universidad Cooperativa de Colombia
Repositorio:
Repositorio UCC
Idioma:
OAI Identifier:
oai:repository.ucc.edu.co:20.500.12494/35010
Acceso en línea:
https://doi.org/10.1080/23311916.2021.1936372
https://hdl.handle.net/20.500.12494/35010
Palabra clave:
Energía renovable
Redes inteligentes
Monitorización del sistema
Aplicación Web
Objetivo de Desarrollo Sostenible
Renewable Energy
Smart Grids
System Monitoring
Web-app
Sustainable Development Goals
Rights
openAccess
License
Atribución
id COOPER2_6f329cfb3ca53becc6f6f1a142d3e47e
oai_identifier_str oai:repository.ucc.edu.co:20.500.12494/35010
network_acronym_str COOPER2
network_name_str Repositorio UCC
repository_id_str
dc.title.spa.fl_str_mv Renewable energy smart sensing system monitoring for Off-Grid vulnerable community in Colombia
title Renewable energy smart sensing system monitoring for Off-Grid vulnerable community in Colombia
spellingShingle Renewable energy smart sensing system monitoring for Off-Grid vulnerable community in Colombia
Energía renovable
Redes inteligentes
Monitorización del sistema
Aplicación Web
Objetivo de Desarrollo Sostenible
Renewable Energy
Smart Grids
System Monitoring
Web-app
Sustainable Development Goals
title_short Renewable energy smart sensing system monitoring for Off-Grid vulnerable community in Colombia
title_full Renewable energy smart sensing system monitoring for Off-Grid vulnerable community in Colombia
title_fullStr Renewable energy smart sensing system monitoring for Off-Grid vulnerable community in Colombia
title_full_unstemmed Renewable energy smart sensing system monitoring for Off-Grid vulnerable community in Colombia
title_sort Renewable energy smart sensing system monitoring for Off-Grid vulnerable community in Colombia
dc.creator.fl_str_mv Colmenares Quintero, Ramón Fernando
Valderrama-Riveros, Oscar Camilo
Macho-Hernantes, Fernando
Stansfield, Kim E.
Colmenares-Quintero, Juan Carlos
dc.contributor.author.none.fl_str_mv Colmenares Quintero, Ramón Fernando
Valderrama-Riveros, Oscar Camilo
Macho-Hernantes, Fernando
Stansfield, Kim E.
Colmenares-Quintero, Juan Carlos
dc.subject.spa.fl_str_mv Energía renovable
Redes inteligentes
Monitorización del sistema
Aplicación Web
Objetivo de Desarrollo Sostenible
topic Energía renovable
Redes inteligentes
Monitorización del sistema
Aplicación Web
Objetivo de Desarrollo Sostenible
Renewable Energy
Smart Grids
System Monitoring
Web-app
Sustainable Development Goals
dc.subject.other.spa.fl_str_mv Renewable Energy
Smart Grids
System Monitoring
Web-app
Sustainable Development Goals
description La implantación de las energías renovables es una necesidad hoy en día y, como cualquier otra tecnología, conlleva retos y oportunidades para su consecución. En el proyecto Enhancing Aquatic Renewable Energy uno de los principales objetivos es el diseño de una red inteligente para controlar la red eléctrica, pero para entender el comportamiento de la red y de los actores (generadores y consumidores) se debe implementar un sistema de detección inteligente de monitorización en la fase inicial del proyecto. En este artículo proponemos el diseño de un sistema de monitorización inteligente. El sistema va a recolectar información e informar el estado de las variables eléctricas (Potencia, corriente, voltaje, energía reactiva y factor de potencia) y ambientales (Temperatura, radiación solar, GPS, humedad y presión atmosférica) de un sistema de energía renovable fuera de la red, apto para una comunidad vulnerable en Colombia. El sistema fue creado como una aplicación web que permite el acceso multiplataforma y permite la escalabilidad para un gran número de generadores y cargas. Finalmente, el sistema ofrece flexibilidad para utilizar sensores o hardware para medir las variables ya que sólo lee la información de la base de datos.
publishDate 2021
dc.date.accessioned.none.fl_str_mv 2021-07-09T15:26:45Z
dc.date.available.none.fl_str_mv 2021-07-09T15:26:45Z
dc.date.issued.none.fl_str_mv 2021-05-27
dc.type.none.fl_str_mv Artículos Científicos
dc.type.coar.none.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
dc.type.coarversion.none.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.driver.none.fl_str_mv info:eu-repo/semantics/article
dc.type.version.none.fl_str_mv info:eu-repo/semantics/publishedVersion
format http://purl.org/coar/resource_type/c_2df8fbb1
status_str publishedVersion
dc.identifier.issn.spa.fl_str_mv 23311916
dc.identifier.uri.spa.fl_str_mv https://doi.org/10.1080/23311916.2021.1936372
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12494/35010
dc.identifier.bibliographicCitation.spa.fl_str_mv Colmenares-Quintero, R.F., Valederrama-Riveros, O. C. Macho-Hernantes, F., Stansfield, K.E. y Colmenares-Quintero, J.C. (2021). Renewable Energy Smart Sensing System Monitoring for Off-grid Vulnerable Community in Colombia, Cogent Engineering, 8:1, DOI: 10.1080/23311916.2021.1936372
identifier_str_mv 23311916
Colmenares-Quintero, R.F., Valederrama-Riveros, O. C. Macho-Hernantes, F., Stansfield, K.E. y Colmenares-Quintero, J.C. (2021). Renewable Energy Smart Sensing System Monitoring for Off-grid Vulnerable Community in Colombia, Cogent Engineering, 8:1, DOI: 10.1080/23311916.2021.1936372
url https://doi.org/10.1080/23311916.2021.1936372
https://hdl.handle.net/20.500.12494/35010
dc.relation.isversionof.spa.fl_str_mv https://doi.org/10.1080/23311916.2021.1936372
dc.relation.ispartofjournal.spa.fl_str_mv Cogent Engineering
dc.relation.references.spa.fl_str_mv Abo-Zahhad, M., Ahmed, S. M., Farrag, M., Ahmed, M. F. A., & Ali, A. (2016). Design and implementation of building energy monitoring and management system based on wireless sensor networks. Proceedings - 2015 10th International Conference on Computer Engineering and Systems, ICCES 2015, 230–233. https://doi.org/10.1109/ICCES.2015.7393051
Afonso, M., Pereira, P., & Martins, J. (2011). Weather monitoring system for renewable energy power production correlation. IFIP Advances in Information and Communication Technology, 349 AICT, 481–490. https://doi.org/10.1007/978-3-642-19170-1_53
Bhor, D., Angappan, K., & Sivalingam, K. M. (2016). Network and power-grid co-simulation framework for Smart Grid wide-area monitoring networks. Journal of Network and Computer Applications, 59(June 2015), 274–284. https://doi.org/10.1016/j.jnca.2015.06.016
Cedar Lake Ventures. (2020). The Typical Weather Anywhere on Earth - Weather Spark. https://weatherspark.com/
Dileep, G. (2020). A survey on smart grid technologies and applications. Renewable Energy, 146, 2589–2625. https://doi.org/10.1016/j.renene.2019.08.092
Dumitru, C.-D., & Gligor, A. (2012). SCADA Based Software for Renewable Energy Management System. Procedia Economics and Finance, 3(12), 262–267. https://doi.org/10.1016/s2212-5671(12)00150-5
Forcan, M., & Maksimović, M. (2019). Cloud-Fog-based approach for Smart Grid monitoring. Simulation Modelling Practice and Theory, 101988. https://doi.org/10.1016/j.simpat.2019.101988
IEEE. (2018). Home - IEEE Smart Grid. https://smartgrid.ieee.org/about-ieee-smart-grid
Kabalci, Y., & Kabalci, E. (2017). Modeling and analysis of a smart grid monitoring system for renewable energy sources. Solar Energy, 153, 262–275. https://doi.org/10.1016/j.solener.2017.05.063
Kealy, T. (2020). A closed-loop renewable energy evaluation framework. Journal of Cleaner Production, 251, 119663. https://doi.org/10.1016/j.jclepro.2019.119663
Lazzarin, R. M. (2017). The importance of monitoring renewable energy plants: Three case histories. Thermal Science and Engineering Progress, 4, 197–204. https://doi.org/10.1016/j.tsep.2017.09.010
Le, V. T., & Pitts, A. (2019). A survey on electrical appliance use and energy consumption in Vietnamese households: Case study of Tuy Hoa city. Energy and Buildings, 197(2019), 229–241. https://doi.org/10.1016/j.enbuild.2019.05.051
Lunardi, A. S., Sguarezi Filho, A. J., Capovilla, C. E., Casella, I. R. S., & de Medeiros, A. A. M. (2019). A wireless coded predictive direct power control for renewable energy sources in smart grid environment. International Journal of Electrical Power and Energy Systems, 112(July 2018), 319–325. https://doi.org/10.1016/j.ijepes.2019.05.004
Oracle Corporation. (2020). MySQL. https://www.mysql.com/
Pawar, J. P., Amirthaganesh, S., Arunkumar, S., & Satiesh Kumar, B. (2017). Real time energy measurement using smart meter. Proceedings of 2016 Online International Conference on Green Engineering and Technologies, IC-GET 2016, 1–5. https://doi.org/10.1109/GET.2016.7916747
Pluralsight. (2020). JavaScript.com. https://www.javascript.com/
Rodrigues Junior, W. L., Borges, F. A. S., Veloso, A. F. da S., Rabêlo, R. de A. L., & Rodrigues, J. J. P. C. (2019). Low voltage smart meter for monitoring of power quality disturbances applied in smart grid. Measurement, 147, 106890. https://doi.org/10.1016/j.measurement.2019.106890
Sinha, S., & Chandel, S. S. (2014). Review of software tools for hybrid renewable energy systems. Renewable and Sustainable Energy Reviews, 32, 192–205. https://doi.org/10.1016/j.rser.2014.01.035
Syafii, Rusydi, M. I., Putra, R., & Putra, M. H. (2017). Real-time measurement of grid connected solar panels based on wireless sensors network. Proceeding - 2016 International Conference on Sustainable Energy Engineering and Application: Sustainable Energy for a Better Life, ICSEEA 2016, 95–99. https://doi.org/10.1109/ICSEEA.2016.7873574
The Apache Software Foundation. (2020). Welcome! - The Apache HTTP Server Project. https://httpd.apache.org/
The PHP Group. (2020). PHP: Hypertext Preprocessor. https://www.php.net/
Thomas, J. (2020). Bulma: Free, open source, and modern CSS framework based on Flexbox. https://bulma.io/
Ul Hassan, M., Rehmani, M. H., Kotagiri, R., Zhang, J., & Chen, J. (2019). Differential privacy for renewable energy resources based smart metering. Journal of Parallel and Distributed Computing, 131, 69–80. https://doi.org/10.1016/j.jpdc.2019.04.012
Universidad Cooperativa de Colombia. (2019). La UCC y COTECMAR trabajando en proyecto de Energías Renovables Acuáticas. https://www.ucc.edu.co/noticias/prensa/investigacion/la-ucc-y-cotecmar-trabajando-en-proyecto-de-energias-renovables
Villasevil, F. X., Vigara, J. E., & Chiarle, L. (2013). Plug-in driven architecture for renewable energy generation monitoring. Renewable and Sustainable Energy Reviews, 27, 401–406. https://doi.org/10.1016/j.rser.2013.06.048
dc.rights.license.none.fl_str_mv Atribución
dc.rights.accessrights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.coar.none.fl_str_mv http://purl.org/coar/access_right/c_abf2
rights_invalid_str_mv Atribución
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.extent.spa.fl_str_mv 1 - 6 p.
dc.coverage.temporal.spa.fl_str_mv 8 (1)
dc.publisher.spa.fl_str_mv Universidad Cooperativa de Colombia, Facultad de Ingenierías, Ingeniería Civil, Medellín y Envigado
dc.publisher.program.spa.fl_str_mv Ingeniería mecanica
dc.publisher.place.spa.fl_str_mv Medellín
institution Universidad Cooperativa de Colombia
bitstream.url.fl_str_mv https://repository.ucc.edu.co/bitstreams/085642f3-b149-460d-ab1b-ff78fb863fd3/download
https://repository.ucc.edu.co/bitstreams/38c5034f-63d7-4d56-a02e-0096febe01d9/download
https://repository.ucc.edu.co/bitstreams/c316d658-0887-40df-861a-cae179aecfa9/download
https://repository.ucc.edu.co/bitstreams/ec028b93-de5e-4efb-a359-f7feca279bac/download
https://repository.ucc.edu.co/bitstreams/89f30e7c-3019-452f-8f7f-e86bd708c26a/download
https://repository.ucc.edu.co/bitstreams/34711c85-05ff-4b37-8e68-3b955317ee05/download
https://repository.ucc.edu.co/bitstreams/247f2551-86b3-4526-a5f1-f92f20f482d3/download
bitstream.checksum.fl_str_mv e31e2977e3b2d8076048746a704394cc
cb0706945ebbb253392c7915c8cacd91
3bce4f7ab09dfc588f126e1e36e98a45
907fa6c2d8fd1bfc0eabbafc8a1b5c4c
6c843518482ad4b691a0ff7a4fd8bd7f
727f83524778ecfd1ccb77007211a00f
e3b3ac5a0a5c1ddaac9539c7674af6b1
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositorio Institucional Universidad Cooperativa de Colombia
repository.mail.fl_str_mv bdigital@metabiblioteca.com
_version_ 1811565044408778752
spelling Colmenares Quintero, Ramón FernandoValderrama-Riveros, Oscar CamiloMacho-Hernantes, FernandoStansfield, Kim E.Colmenares-Quintero, Juan Carlos8 (1)2021-07-09T15:26:45Z2021-07-09T15:26:45Z2021-05-2723311916https://doi.org/10.1080/23311916.2021.1936372https://hdl.handle.net/20.500.12494/35010Colmenares-Quintero, R.F., Valederrama-Riveros, O. C. Macho-Hernantes, F., Stansfield, K.E. y Colmenares-Quintero, J.C. (2021). Renewable Energy Smart Sensing System Monitoring for Off-grid Vulnerable Community in Colombia, Cogent Engineering, 8:1, DOI: 10.1080/23311916.2021.1936372La implantación de las energías renovables es una necesidad hoy en día y, como cualquier otra tecnología, conlleva retos y oportunidades para su consecución. En el proyecto Enhancing Aquatic Renewable Energy uno de los principales objetivos es el diseño de una red inteligente para controlar la red eléctrica, pero para entender el comportamiento de la red y de los actores (generadores y consumidores) se debe implementar un sistema de detección inteligente de monitorización en la fase inicial del proyecto. En este artículo proponemos el diseño de un sistema de monitorización inteligente. El sistema va a recolectar información e informar el estado de las variables eléctricas (Potencia, corriente, voltaje, energía reactiva y factor de potencia) y ambientales (Temperatura, radiación solar, GPS, humedad y presión atmosférica) de un sistema de energía renovable fuera de la red, apto para una comunidad vulnerable en Colombia. El sistema fue creado como una aplicación web que permite el acceso multiplataforma y permite la escalabilidad para un gran número de generadores y cargas. Finalmente, el sistema ofrece flexibilidad para utilizar sensores o hardware para medir las variables ya que sólo lee la información de la base de datos.The implementation of renewable energy is a necessity nowadays and like any other technology involves challenges and opportunities to achieve. In the Enhancing Aquatic Renewable Energy project one of the main objectives is the design of a smart grid to control the power grid, but to understand the behavior of the grid and the actors (generators and consumers) a smart sensing system monitoring must be implemented in the initial phase of the project. In this article we propose the design of a smart sensing system monitoring. The system is going to collect information and inform the status about electrical variables (Power, current, voltage, reactive energy, and power factor) and environment variables (Temperature, solar radiation, GPS, humidity, and atmospheric pressure) from an off-grid renewable energy system fit for a vulnerable community in Colombia. The system was created as web-app that allows multiplatform access and allows scalability for large numbers of generators and loads. Finally, the system offers flexibility to use sensors or hardware to measure the variables since it only reads the information on the data base.https://scienti.minciencias.gov.co/cvlac/visualizador/generarCurriculoCv.do?cod_rh=0000192503https://scienti.minciencias.gov.co/cvlac/visualizador/generarCurriculoCv.do?cod_rh=0001544313https://orcid.org/0000-0003-1166-1982https://scienti.minciencias.gov.co/gruplac/jsp/visualiza/visualizagr.jsp?nro=00000000005961ramon.colmenaresq@campusucc.edu.cooscar.valderramar@campusucc.edu.cofernando.macho@medwhat.comK.Stansfield@warwick.ac.ukjcarloscolmenares@ichf.edu.plhttps://scholar.google.com/citations?user=9HLAZYUAAAAJ&hl=es1 - 6 p.Universidad Cooperativa de Colombia, Facultad de Ingenierías, Ingeniería Civil, Medellín y EnvigadoIngeniería mecanicaMedellínhttps://doi.org/10.1080/23311916.2021.1936372Cogent EngineeringAbo-Zahhad, M., Ahmed, S. M., Farrag, M., Ahmed, M. F. A., & Ali, A. (2016). Design and implementation of building energy monitoring and management system based on wireless sensor networks. Proceedings - 2015 10th International Conference on Computer Engineering and Systems, ICCES 2015, 230–233. https://doi.org/10.1109/ICCES.2015.7393051Afonso, M., Pereira, P., & Martins, J. (2011). Weather monitoring system for renewable energy power production correlation. IFIP Advances in Information and Communication Technology, 349 AICT, 481–490. https://doi.org/10.1007/978-3-642-19170-1_53Bhor, D., Angappan, K., & Sivalingam, K. M. (2016). Network and power-grid co-simulation framework for Smart Grid wide-area monitoring networks. Journal of Network and Computer Applications, 59(June 2015), 274–284. https://doi.org/10.1016/j.jnca.2015.06.016Cedar Lake Ventures. (2020). The Typical Weather Anywhere on Earth - Weather Spark. https://weatherspark.com/Dileep, G. (2020). A survey on smart grid technologies and applications. Renewable Energy, 146, 2589–2625. https://doi.org/10.1016/j.renene.2019.08.092Dumitru, C.-D., & Gligor, A. (2012). SCADA Based Software for Renewable Energy Management System. Procedia Economics and Finance, 3(12), 262–267. https://doi.org/10.1016/s2212-5671(12)00150-5Forcan, M., & Maksimović, M. (2019). Cloud-Fog-based approach for Smart Grid monitoring. Simulation Modelling Practice and Theory, 101988. https://doi.org/10.1016/j.simpat.2019.101988IEEE. (2018). Home - IEEE Smart Grid. https://smartgrid.ieee.org/about-ieee-smart-gridKabalci, Y., & Kabalci, E. (2017). Modeling and analysis of a smart grid monitoring system for renewable energy sources. Solar Energy, 153, 262–275. https://doi.org/10.1016/j.solener.2017.05.063Kealy, T. (2020). A closed-loop renewable energy evaluation framework. Journal of Cleaner Production, 251, 119663. https://doi.org/10.1016/j.jclepro.2019.119663Lazzarin, R. M. (2017). The importance of monitoring renewable energy plants: Three case histories. Thermal Science and Engineering Progress, 4, 197–204. https://doi.org/10.1016/j.tsep.2017.09.010Le, V. T., & Pitts, A. (2019). A survey on electrical appliance use and energy consumption in Vietnamese households: Case study of Tuy Hoa city. Energy and Buildings, 197(2019), 229–241. https://doi.org/10.1016/j.enbuild.2019.05.051Lunardi, A. S., Sguarezi Filho, A. J., Capovilla, C. E., Casella, I. R. S., & de Medeiros, A. A. M. (2019). A wireless coded predictive direct power control for renewable energy sources in smart grid environment. International Journal of Electrical Power and Energy Systems, 112(July 2018), 319–325. https://doi.org/10.1016/j.ijepes.2019.05.004Oracle Corporation. (2020). MySQL. https://www.mysql.com/Pawar, J. P., Amirthaganesh, S., Arunkumar, S., & Satiesh Kumar, B. (2017). Real time energy measurement using smart meter. Proceedings of 2016 Online International Conference on Green Engineering and Technologies, IC-GET 2016, 1–5. https://doi.org/10.1109/GET.2016.7916747Pluralsight. (2020). JavaScript.com. https://www.javascript.com/Rodrigues Junior, W. L., Borges, F. A. S., Veloso, A. F. da S., Rabêlo, R. de A. L., & Rodrigues, J. J. P. C. (2019). Low voltage smart meter for monitoring of power quality disturbances applied in smart grid. Measurement, 147, 106890. https://doi.org/10.1016/j.measurement.2019.106890Sinha, S., & Chandel, S. S. (2014). Review of software tools for hybrid renewable energy systems. Renewable and Sustainable Energy Reviews, 32, 192–205. https://doi.org/10.1016/j.rser.2014.01.035Syafii, Rusydi, M. I., Putra, R., & Putra, M. H. (2017). Real-time measurement of grid connected solar panels based on wireless sensors network. Proceeding - 2016 International Conference on Sustainable Energy Engineering and Application: Sustainable Energy for a Better Life, ICSEEA 2016, 95–99. https://doi.org/10.1109/ICSEEA.2016.7873574The Apache Software Foundation. (2020). Welcome! - The Apache HTTP Server Project. https://httpd.apache.org/The PHP Group. (2020). PHP: Hypertext Preprocessor. https://www.php.net/Thomas, J. (2020). Bulma: Free, open source, and modern CSS framework based on Flexbox. https://bulma.io/Ul Hassan, M., Rehmani, M. H., Kotagiri, R., Zhang, J., & Chen, J. (2019). Differential privacy for renewable energy resources based smart metering. Journal of Parallel and Distributed Computing, 131, 69–80. https://doi.org/10.1016/j.jpdc.2019.04.012Universidad Cooperativa de Colombia. (2019). La UCC y COTECMAR trabajando en proyecto de Energías Renovables Acuáticas. https://www.ucc.edu.co/noticias/prensa/investigacion/la-ucc-y-cotecmar-trabajando-en-proyecto-de-energias-renovablesVillasevil, F. X., Vigara, J. E., & Chiarle, L. (2013). Plug-in driven architecture for renewable energy generation monitoring. Renewable and Sustainable Energy Reviews, 27, 401–406. https://doi.org/10.1016/j.rser.2013.06.048Energía renovableRedes inteligentesMonitorización del sistemaAplicación WebObjetivo de Desarrollo SostenibleRenewable EnergySmart GridsSystem MonitoringWeb-appSustainable Development GoalsRenewable energy smart sensing system monitoring for Off-Grid vulnerable community in ColombiaArtículos Científicoshttp://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionAtribucióninfo:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2PublicationORIGINALLicencia de Uso-Renewable Energies.pdfLicencia de Uso-Renewable Energies.pdfLicencia de usoapplication/pdf218640https://repository.ucc.edu.co/bitstreams/085642f3-b149-460d-ab1b-ff78fb863fd3/downloade31e2977e3b2d8076048746a704394ccMD51Accepted_Publishing_Renewable Energy Smart Sensing (2).pdfAccepted_Publishing_Renewable Energy Smart Sensing (2).pdfAceptación del artículoapplication/pdf42250https://repository.ucc.edu.co/bitstreams/38c5034f-63d7-4d56-a02e-0096febe01d9/downloadcb0706945ebbb253392c7915c8cacd91MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-84334https://repository.ucc.edu.co/bitstreams/c316d658-0887-40df-861a-cae179aecfa9/download3bce4f7ab09dfc588f126e1e36e98a45MD53THUMBNAILLicencia de Uso-Renewable Energies.pdf.jpgLicencia de Uso-Renewable Energies.pdf.jpgGenerated Thumbnailimage/jpeg4940https://repository.ucc.edu.co/bitstreams/ec028b93-de5e-4efb-a359-f7feca279bac/download907fa6c2d8fd1bfc0eabbafc8a1b5c4cMD54Accepted_Publishing_Renewable Energy Smart Sensing (2).pdf.jpgAccepted_Publishing_Renewable Energy Smart Sensing (2).pdf.jpgGenerated Thumbnailimage/jpeg3760https://repository.ucc.edu.co/bitstreams/89f30e7c-3019-452f-8f7f-e86bd708c26a/download6c843518482ad4b691a0ff7a4fd8bd7fMD55TEXTLicencia de Uso-Renewable Energies.pdf.txtLicencia de Uso-Renewable Energies.pdf.txtExtracted texttext/plain5715https://repository.ucc.edu.co/bitstreams/34711c85-05ff-4b37-8e68-3b955317ee05/download727f83524778ecfd1ccb77007211a00fMD56Accepted_Publishing_Renewable Energy Smart Sensing (2).pdf.txtAccepted_Publishing_Renewable Energy Smart Sensing (2).pdf.txtExtracted texttext/plain7646https://repository.ucc.edu.co/bitstreams/247f2551-86b3-4526-a5f1-f92f20f482d3/downloade3b3ac5a0a5c1ddaac9539c7674af6b1MD5720.500.12494/35010oai:repository.ucc.edu.co:20.500.12494/350102024-08-10 21:02:44.914restrictedhttps://repository.ucc.edu.coRepositorio Institucional Universidad Cooperativa de Colombiabdigital@metabiblioteca.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