EnerMon: IoT power monitoring system for smart environments

Detalhes bibliográficos
Autor(a) principal: Santos, Diogo Alexandre Lopes dos
Data de Publicação: 2019
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10071/20227
Resumo: In this research work, we describe the development and subsequent validation of EnerMon a flexible, efficient, edge-computing based IoT LoRa System to monitor power consumption. This system provides real-time information and a descriptive analytics process to provide a ‘big picture’ about energy consumption over time and identify energetic waste. The solution is based on Arduinos, Current Transformer Sensors, Raspberry PI as an application server and LoRa communication alongside a description and information on what is to be expected of it. It describes the development process from the Design phase to the Validation phase with all the steps in between. Due to LoRa low debit communication, an edge computing approach was implemented to create a real-time monitoring process based on this technology. This solution, with the help of descriptive analysis, allows the creation of an energetic local footprint, using a low-cost developed solution for less than 80€ per three-phases monitoring device. It also allows for an easy installation without communication range and obstacles limitations making it easy to be used in a different set of situations from big complex building to smaller consumers, such as electric boilers, or simply to measure the energetic footprint of tourists in a small local tourist apartment.
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spelling EnerMon: IoT power monitoring system for smart environmentsInternet of thingsPower monitoringCurrent transformerPower consumption sensorsLoRaSmart CitiesInternet das coisasMonitorização de energiaTransformadores de correnteSensores de consumo elétricoCidades inteligentesEngenharia informáticaEnergiaConsumo -- ConsumptionSensorDesenho de sistemasIn this research work, we describe the development and subsequent validation of EnerMon a flexible, efficient, edge-computing based IoT LoRa System to monitor power consumption. This system provides real-time information and a descriptive analytics process to provide a ‘big picture’ about energy consumption over time and identify energetic waste. The solution is based on Arduinos, Current Transformer Sensors, Raspberry PI as an application server and LoRa communication alongside a description and information on what is to be expected of it. It describes the development process from the Design phase to the Validation phase with all the steps in between. Due to LoRa low debit communication, an edge computing approach was implemented to create a real-time monitoring process based on this technology. This solution, with the help of descriptive analysis, allows the creation of an energetic local footprint, using a low-cost developed solution for less than 80€ per three-phases monitoring device. It also allows for an easy installation without communication range and obstacles limitations making it easy to be used in a different set of situations from big complex building to smaller consumers, such as electric boilers, or simply to measure the energetic footprint of tourists in a small local tourist apartment.O presente estudo, realizado no âmbito da tese de mestrado, descreve o desenvolvimento e subsequente validação de EnerMon, um sistema IoT(Internet of Things / Internet das Coisas) LoRa flexível, eficiente e baseado em edge-computing capaz de monitorizar consumo de energia em tempo real. Através de processos de análise descritiva é também apresentada uma visão geral sobre o consumo energético ao longo do tempo com a identificação de desperdícios de energia. Neste trabalho o leitor irá tomar conhecimento do processo de desenvolvimento completo do sistema, desde a fase de design à fase de testes, criado com o uso de Arduinos, Sensores de transformadores de corrente e Raspberry PIs como servidores aplicacionais, bem como informação relacionada com a comunicação LoRa e o que lhe é expectável. Esta solução, com a ajuda de analíticas descritivas, permitem a identificação de pegadas energéticas locais, usando materiais de baixo custo por menos de 80€ por sensor de monitorização de três fases. Permite também a fácil instalação sem limitações de alcance e obstáculos na comunicação, simplificando a sua utilização em diferentes ambientes desde edifícios complexos a consumidores energéticos mais pequenos, como caldeiras elétricas ou simplesmente medir a pegada energética de turistas em alojamento local.2020-03-26T13:09:26Z2019-10-23T00:00:00Z2019-10-232019-09info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10071/20227TID:202460606engSantos, Diogo Alexandre Lopes dosinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-09T17:57:11Zoai:repositorio.iscte-iul.pt:10071/20227Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T22:29:28.905232Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv EnerMon: IoT power monitoring system for smart environments
title EnerMon: IoT power monitoring system for smart environments
spellingShingle EnerMon: IoT power monitoring system for smart environments
Santos, Diogo Alexandre Lopes dos
Internet of things
Power monitoring
Current transformer
Power consumption sensors
LoRa
Smart Cities
Internet das coisas
Monitorização de energia
Transformadores de corrente
Sensores de consumo elétrico
Cidades inteligentes
Engenharia informática
Energia
Consumo -- Consumption
Sensor
Desenho de sistemas
title_short EnerMon: IoT power monitoring system for smart environments
title_full EnerMon: IoT power monitoring system for smart environments
title_fullStr EnerMon: IoT power monitoring system for smart environments
title_full_unstemmed EnerMon: IoT power monitoring system for smart environments
title_sort EnerMon: IoT power monitoring system for smart environments
author Santos, Diogo Alexandre Lopes dos
author_facet Santos, Diogo Alexandre Lopes dos
author_role author
dc.contributor.author.fl_str_mv Santos, Diogo Alexandre Lopes dos
dc.subject.por.fl_str_mv Internet of things
Power monitoring
Current transformer
Power consumption sensors
LoRa
Smart Cities
Internet das coisas
Monitorização de energia
Transformadores de corrente
Sensores de consumo elétrico
Cidades inteligentes
Engenharia informática
Energia
Consumo -- Consumption
Sensor
Desenho de sistemas
topic Internet of things
Power monitoring
Current transformer
Power consumption sensors
LoRa
Smart Cities
Internet das coisas
Monitorização de energia
Transformadores de corrente
Sensores de consumo elétrico
Cidades inteligentes
Engenharia informática
Energia
Consumo -- Consumption
Sensor
Desenho de sistemas
description In this research work, we describe the development and subsequent validation of EnerMon a flexible, efficient, edge-computing based IoT LoRa System to monitor power consumption. This system provides real-time information and a descriptive analytics process to provide a ‘big picture’ about energy consumption over time and identify energetic waste. The solution is based on Arduinos, Current Transformer Sensors, Raspberry PI as an application server and LoRa communication alongside a description and information on what is to be expected of it. It describes the development process from the Design phase to the Validation phase with all the steps in between. Due to LoRa low debit communication, an edge computing approach was implemented to create a real-time monitoring process based on this technology. This solution, with the help of descriptive analysis, allows the creation of an energetic local footprint, using a low-cost developed solution for less than 80€ per three-phases monitoring device. It also allows for an easy installation without communication range and obstacles limitations making it easy to be used in a different set of situations from big complex building to smaller consumers, such as electric boilers, or simply to measure the energetic footprint of tourists in a small local tourist apartment.
publishDate 2019
dc.date.none.fl_str_mv 2019-10-23T00:00:00Z
2019-10-23
2019-09
2020-03-26T13:09:26Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10071/20227
TID:202460606
url http://hdl.handle.net/10071/20227
identifier_str_mv TID:202460606
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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