Skip to main content
Erschienen in: Advances in Manufacturing 1/2021

19.06.2020

Arduino-based low-cost electrical load tracking system with a long-range mesh network

verfasst von: Xin-Lin Wang, Bora Ha, Frank Andrew Manongi, Woo-Kyun Jung, Yusufu Abeid Chande Jande, Sung-Hoon Ahn

Erschienen in: Advances in Manufacturing | Ausgabe 1/2021

Einloggen

Aktivieren Sie unsere intelligente Suche um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

A system that combines the advantage of the long-range (LoRa) communication method and the structural characteristics of a mesh network for an LoRa mesh network-based wireless electrical load tracking system is proposed. The system demonstrates considerable potential in reducing data loss due to environmental factors in far-field wireless energy monitoring. The proposed system can automatically control the function of each node by confirming the data source and eventually adjust the system structure according to real-time monitoring data without manual intervention. To further improve the sustainability of the system in outdoor environments, a standby equipment is designed to automatically ensure the normal operation of the system when the hardware of the base station fails. Our system is based on the Arduino board, which lowers the production cost and provides a simple manufacturing process. After conducting a long-term monitoring of a near-field smart manufacturing process in South Korea and the far-field energy consumption of rural households in Tanzania, we have proven that the system can be implemented in most regions, neither confined to a specific geographic location nor limited by the development of local infrastructure. This system comprises a smart framework that improves the quality of energy monitoring. Finally, the proposed big-data-technology-based power supply policy offers a new approach for prolonging the power supply time of off-grid power plants, thereby providing a guideline for more rural areas with limited power sources to utilize uninterrupted electricity.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat John C, Paul P, Jim D et al (2016) International energy outlook 2016 with projections to 2040. USDOE Energy Information Administration (EIA), Washington, DC John C, Paul P, Jim D et al (2016) International energy outlook 2016 with projections to 2040. USDOE Energy Information Administration (EIA), Washington, DC
2.
Zurück zum Zitat Hansen UE, Pedersen MB, Nygaard I (2015) Review of solar PV policies, interventions and diffusion in East Africa. Renew Sustain Energy Rev 46:236–248CrossRef Hansen UE, Pedersen MB, Nygaard I (2015) Review of solar PV policies, interventions and diffusion in East Africa. Renew Sustain Energy Rev 46:236–248CrossRef
3.
Zurück zum Zitat Bhandari B, Lee KT, Chu WS et al (2017) Socio-economic impact of renewable energy-based power system in mountainous villages of Nepal. Int J Precis Eng Manuf Green Technol 4(1):37–44CrossRef Bhandari B, Lee KT, Chu WS et al (2017) Socio-economic impact of renewable energy-based power system in mountainous villages of Nepal. Int J Precis Eng Manuf Green Technol 4(1):37–44CrossRef
4.
Zurück zum Zitat Bhandari B, Ahn SH, Ahn TB (2016) Optimization of hybrid renewable energy power system for remote installations: case studies for mountain and island. Int J Precis Eng Manuf 17:815–822CrossRef Bhandari B, Ahn SH, Ahn TB (2016) Optimization of hybrid renewable energy power system for remote installations: case studies for mountain and island. Int J Precis Eng Manuf 17:815–822CrossRef
5.
Zurück zum Zitat Park JW, Yi HC, Park MW et al (2016) A monitoring system architecture and calculation of practical recycling rate for end-of-life vehicle recycling in Korea. Int J Precis Eng Manuf Green Technol 1(1):49–57CrossRef Park JW, Yi HC, Park MW et al (2016) A monitoring system architecture and calculation of practical recycling rate for end-of-life vehicle recycling in Korea. Int J Precis Eng Manuf Green Technol 1(1):49–57CrossRef
6.
Zurück zum Zitat Chauhan A, Saini RP (2016) Renewable energy based off-grid rural electrification in Uttarakhand state of India: technology options, modelling method, barriers and recommendations. Renew Sustain Energy Rev 51:662–681CrossRef Chauhan A, Saini RP (2016) Renewable energy based off-grid rural electrification in Uttarakhand state of India: technology options, modelling method, barriers and recommendations. Renew Sustain Energy Rev 51:662–681CrossRef
7.
Zurück zum Zitat Ravi T, Girish K, Chetan S (2014) Remote monitoring for solar photovoltaic systems in rural application using GSM voice channel. Energy Procedia 57:1526–1535CrossRef Ravi T, Girish K, Chetan S (2014) Remote monitoring for solar photovoltaic systems in rural application using GSM voice channel. Energy Procedia 57:1526–1535CrossRef
8.
Zurück zum Zitat Parikh P, Mitalkumar K, Sidhu TS (2010) Opportunities and challenges of wireless communication technologies for smart grid applications. In: 2010 IEEE PES general meeting, pp 1–7 Parikh P, Mitalkumar K, Sidhu TS (2010) Opportunities and challenges of wireless communication technologies for smart grid applications. In: 2010 IEEE PES general meeting, pp 1–7
9.
Zurück zum Zitat Kim WH, Lee S, Hwang J (2011) Realtime energy monitoring and controlling system based on Zigbee sensor networks. Procedia Comput Sci 5:794–797CrossRef Kim WH, Lee S, Hwang J (2011) Realtime energy monitoring and controlling system based on Zigbee sensor networks. Procedia Comput Sci 5:794–797CrossRef
10.
Zurück zum Zitat Elkhorchani H, Grayaa K (2016) Novel home energy management system using wireless communication technologies for carbon emission reduction within a smart grid. J Clean Prod 135:950–962CrossRef Elkhorchani H, Grayaa K (2016) Novel home energy management system using wireless communication technologies for carbon emission reduction within a smart grid. J Clean Prod 135:950–962CrossRef
11.
Zurück zum Zitat Zou H, Zhou Y, Jiang H et al (2018) A WiFi-based occupancy-driven lighting control system for smart building. Energy Build 158:924–938CrossRef Zou H, Zhou Y, Jiang H et al (2018) A WiFi-based occupancy-driven lighting control system for smart building. Energy Build 158:924–938CrossRef
12.
Zurück zum Zitat Ascensión LV, Manuel F, Marta V (2018) IoT application for real-time monitoring of solar home systems based on Arduino™ with 3G connectivity. IEEE Sens J 19:679–691 Ascensión LV, Manuel F, Marta V (2018) IoT application for real-time monitoring of solar home systems based on Arduino™ with 3G connectivity. IEEE Sens J 19:679–691
13.
Zurück zum Zitat Bhandari B, Lee KT, Lee CS et al (2014) A novel off-grid hybrid power system comprised of solar photovoltaic, wind, and hydro energy sources. Appl Energy 133:236–242CrossRef Bhandari B, Lee KT, Lee CS et al (2014) A novel off-grid hybrid power system comprised of solar photovoltaic, wind, and hydro energy sources. Appl Energy 133:236–242CrossRef
14.
Zurück zum Zitat Lee JS, Su YW, Shen CC (2007) A comparative study of wireless protocols: Bluetooth, UWB, ZigBee, and Wi-Fi. In: 2007 33rd annual conference of the IEEE industrial electronics society, pp 46–51 Lee JS, Su YW, Shen CC (2007) A comparative study of wireless protocols: Bluetooth, UWB, ZigBee, and Wi-Fi. In: 2007 33rd annual conference of the IEEE industrial electronics society, pp 46–51
15.
Zurück zum Zitat IEEE Standard for Information technology—telecommunications and information exchange between systems local and metropolitan area networks— specific requirements - Part 11: wireless LAN medium access control (MAC) and physical layer (PHY) specifications. In: IEEE Std 802.11-2016 (Revision of IEEE Std 802.11-2012), pp 1–3534. https://doi.org/10.1109/IEEESTD.2016.7786995 IEEE Standard for Information technology—telecommunications and information exchange between systems local and metropolitan area networks— specific requirements - Part 11: wireless LAN medium access control (MAC) and physical layer (PHY) specifications. In: IEEE Std 802.11-2016 (Revision of IEEE Std 802.11-2012), pp 1–3534. https://​doi.​org/​10.​1109/​IEEESTD.​2016.​7786995
16.
Zurück zum Zitat Hornbuckle CA (2010) Fractional-N synthesized chirp generator. United States Patent US7791415B2, Semtech Corp (May 2007) Hornbuckle CA (2010) Fractional-N synthesized chirp generator. United States Patent US7791415B2, Semtech Corp (May 2007)
17.
Zurück zum Zitat Khaled A, Moustafa Y, Mohamed Y (2002) Energyaware TDMA-based MAC for sensor networks. In: System-level power optimization for wireless multimedia communication, pp 21–40 Khaled A, Moustafa Y, Mohamed Y (2002) Energyaware TDMA-based MAC for sensor networks. In: System-level power optimization for wireless multimedia communication, pp 21–40
18.
Zurück zum Zitat Gaddam SR, Phoha VV, Balagani KS (2007) K-means+ ID3: a novel method for supervised anomaly detection by cascading K-means clustering and ID3 decision tree learning methods. IEEE Trans Knowl Data Eng 19(3):345–354CrossRef Gaddam SR, Phoha VV, Balagani KS (2007) K-means+ ID3: a novel method for supervised anomaly detection by cascading K-means clustering and ID3 decision tree learning methods. IEEE Trans Knowl Data Eng 19(3):345–354CrossRef
19.
Zurück zum Zitat Amorim RC, Hennig C (2015) Recovering the number of clusters in data sets with noise features using feature rescaling factors. Inf Sci 324:126–145MathSciNetCrossRef Amorim RC, Hennig C (2015) Recovering the number of clusters in data sets with noise features using feature rescaling factors. Inf Sci 324:126–145MathSciNetCrossRef
Metadaten
Titel
Arduino-based low-cost electrical load tracking system with a long-range mesh network
verfasst von
Xin-Lin Wang
Bora Ha
Frank Andrew Manongi
Woo-Kyun Jung
Yusufu Abeid Chande Jande
Sung-Hoon Ahn
Publikationsdatum
19.06.2020
Verlag
Shanghai University
Erschienen in
Advances in Manufacturing / Ausgabe 1/2021
Print ISSN: 2095-3127
Elektronische ISSN: 2195-3597
DOI
https://doi.org/10.1007/s40436-020-00310-5

Weitere Artikel der Ausgabe 1/2021

Advances in Manufacturing 1/2021 Zur Ausgabe

    Marktübersichten

    Die im Laufe eines Jahres in der „adhäsion“ veröffentlichten Marktübersichten helfen Anwendern verschiedenster Branchen, sich einen gezielten Überblick über Lieferantenangebote zu verschaffen.