Web-Based Two-Way Electricity Monitoring System for Remote Solar Mini-Grids
Автор: Shaban Omary, Anael Sam
Журнал: International Journal of Engineering and Manufacturing @ijem
Статья в выпуске: 6 vol.9, 2019 года.
Бесплатный доступ
Electricity usage monitoring systems play a vital role towards raising energy utilization awareness for consumers. Existing solar mini-grid infrastructure, however, lacks a user-friendly two-way platform to allow consumers to access information about electricity consumption. This paper proposes a cloud-based, two-way energy usage monitoring system that will allow both utility companies and consumers to access energy consumption data in a user-friendly way through a web platform. The system requirements were collected via questionnaires, interviews, and observations conducted at two solar mini-grids centres located at Arusha and Kilimanjaro regions in Tanzania. The system uses a Low Power Area Network (LPWAN) and the existing GPRS network to monitor electricity consumption data between smart meter units and the cloud server. Also, a virtual bill payment module and usage status feedback functionality have been integrated into the system to increase awareness of the cost-effective use of electricity and hence, achieve the sustainability of solar mini-grids. By using both white-box and black-box system testing approaches, findings show that the system will not only raise awareness among customers about the economical usage of electricity, but it can also be used by mini-grid companies as a source of data to determine current and future energy demands to minimize large investment costs.
Smart Meter, Internet of Things (IoT), Energy Monitoring, General Packet Radio Service (GPRS), Low Power Wide Area Network (LPWAN), Solar Mini-Grids, ATmega2560
Короткий адрес: https://sciup.org/15017033
IDR: 15017033 | DOI: 10.5815/ijem.2019.06.03
Список литературы Web-Based Two-Way Electricity Monitoring System for Remote Solar Mini-Grids
- International Energy Agency. Global Energy & CO2 Status Report: The latest trends in energy and emissions in 2018. 2018;21–2.
- National Bureau of Statistics. Energy Access Situation Report, 2016. Tanzania Mainland. 2016. 40–42 p.
- Chaplin D, Mamun A, Protik A, Schurrer J, Vohra D, Bos K, et al. Grid Electricity Expansion in Tanzania: Findings from a Rigorous Impact Evaluation. Mathematica. 2017;(March):11–2.
- Mandelli S, Barbieri J, Mereu R, Colombo E. Off-grid systems for rural electrification in developing countries: Definitions, classification and a comprehensive literature review. Renew Sustain Energy Rev. 2016;58:1621–46.
- Ahlborg H, Hammar L. Drivers and barriers to rural electrification in Tanzania and Mozambique – grid extension, off-grid and renewable energy sources. 2011.
- International Bank for Reconstruction and Development. State of Electricity Access Report 2017 [Internet]. 2017. 51 p. Available from: http://elibrary.worldbank.org/doi/book/10.1596/26646
- Odarno L, Sawe E, Swai M, Katyega MJJ, Lee A. ACCELERATING MINI- GRID DEPLOYMENT IN SUB-SAHARAN AFRICA. :6–7.
- Hartvigsson E, Ehnberg J, Ahlgren E, Molander S. Assessment of load profiles in minigrids: A case in Tanzania. Proc Univ Power Eng Conf. 2015;15:1–5.
- Vine D, Buys L, Morris P. The Effectiveness of Energy Feedback for Conservation and Peak Demand: A Literature Review. Open J Energy Effic. 2013;02(01):7–15.
- Kovacs D, Kovatsch M. Communication Technologies for Smart Objects. 2014;1–8.
- Alahakoon D, Yu X. Smart Electricity Meter Data Intelligence for Future Energy Systems: A Survey. IEEE Trans Ind Informatics. 2016;12(1):425–36.
- Palaniappan S, Asokan R, Bharathwaj S, N S. Automated Meter Reading System - A Study. Int J Comput Appl. 2015;116(18):39–46.
- Garcia FD, Marafão FP, Angelino De Souza W, Pereira Da Silva C. Power Metering: History and Future Trends. 2017 [cited 2018 Oct 26];29–30. Available from: https://www.computer.org/csdl/proceedings/greentech/2017/4535/00/07923934.pdf
- Alahakoon D, Yu X. Advanced analytics for harnessing the power of smart meter big data. Proc - 2013 IEEE Int Work Intell Energy Syst IWIES 2013 [Internet]. 2013;40–5. Available from: https://ieeexplore.ieee.org/abstract/document/6698559
- TCRA. January-March 2019 Operators ’ Submissions [Internet]. 2019. Available from: https://www.tcra.go.tz/images/headlines/TelCom_Statistics_March_2019.pdf
- Marie-Claire F, Dominique H-M. Mobile Web Applications. Pro HTML5 with Vis Stud 2015. 2015;139–65.
- Ashna, K.; Sudhish G. GSM Based Automatic Energy Meter System with Instant Billing. Int J Adv Res Electr Electron Instrum Energy. 2013;65–72.
- Singh D, Jain P. IoT BASED SMART. 2016;5(7):2080–4.
- Joshi DSA, Kolvekar S, Raj YR, Singh SS. IoT Based Smart Energy Meter. Bonfring Int J Res Commun Eng. 2017;6(Special Issue):89–91.
- Jain S, Pradish M, Paventhan A, Saravanan M. ISGW 2017: Compendium of Technical Papers [Internet]. Vol. 487. Springer Singapore; 2018. 19–28 p. Available from: http://link.springer.com/10.1007/978-981-10-8249-8
- Pandit Miss SnehaMandhre Miss MeghanaNichal S. Smart Energy Meter using internet of Things (IoT). VJER-Vishwakarma J Eng Res [Internet]. 2017;1(2):222–9. Available from: http://www.vjer.in/vol1issue2/vjer010228.pdf
- Barman BK, Yadav SN, Kumar S, Gope S. Energy Utilization in Smart Grid. 2018 2nd Int Conf Power, Energy Environ Towar Smart Technol. 2018;2–4.
- Hassan Mir S, Ashruf S, Bhat Y, Beigh N. Review on Smart Electric Metering System Based on GSM/IOT. Asian J Electr Sci [Internet]. 2019;8(1):1–6. Available from: www.trp.org.in
- Ugonna EE, Ademola AK, Olusegun AT. Design and construction of a smart electric metering system for smart grid applications: Nigeria as a case study. 2018;(July):800–4.
- Matthews VO, Adekitan AI, Idiake US, Noma- E. Wireless Intelligent Electricity Metering and Billing System ( WIMBIS ) Abstract : 2018;4(4):57–61.
- Etikan I, Musa SA, Alkassim RS. Comparison of Convenience Sampling and Purposive Sampling. 2016;5(1):1–4.
- Lewis S. Qualitative Inquiry and Research Design: Choosing Among Five Approaches. Health Promot Pract. 2015;16(4):473–5.
- Voigt BJ. J. Dynamic System Development Method. Technology [Internet]. 2004;(January):18. Available from: https://files.ifi.uzh.ch/rerg/arvo/courses/seminar_ws03/14_Voigt_DSMD_Ausarbeitung.pdf
- Yu X, Yi C. Design and implementation of the website based on PHP & MYSQL. 2010 Int Conf E-Product E-Service E-Entertainment, ICEEE2010. 2010;
- Nixon R. PHP, MySQL,JavaScript & CSS. 2012. 582 p.
- Almeida F. Creation of Charts with PHP, HTML5 and Javascript. 2017;(January 2016).
- Tanzania Invest. Tanzania Mobile Money Market [Internet]. 2019. 2019 [cited 2019 Sep 4]. Available from: https://www.tanzaniainvest.com/mobile-money
- Nexmo API Platform. SMS API For Your Business | Nexmo The Vonage API Platform [Internet]. 2017. 2018 [cited 2019 Sep 4]. Available from: https://www.nexmo.com/products/sms
- Sawant AA, Bari PH, Chawan P. Software Testing Techniques and Strategies. J Eng Res Appl. 2012;2(3):980–6.