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Internet of things based smart energy management in a vanadium redox flow battery storage integrated bio-solar microgrid
In this paper, an optimized energy management scheme for Solar PV, Biogas, Vanadium Redox Flow Battery (VRFB) storage integrated grid-interactive hybrid microgrid system has been implemented using a low-cost Internet of Things (IoT) based smart communication platform. The energy monitoring and contr...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7561515/ https://www.ncbi.nlm.nih.gov/pubmed/33083501 http://dx.doi.org/10.1016/j.est.2020.101967 |
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author | Samanta, Hiranmay Bhattacharjee, Ankur Pramanik, Moumita Das, Abhijit Bhattacharya, Konika Das Saha, Hiranmay |
author_facet | Samanta, Hiranmay Bhattacharjee, Ankur Pramanik, Moumita Das, Abhijit Bhattacharya, Konika Das Saha, Hiranmay |
author_sort | Samanta, Hiranmay |
collection | PubMed |
description | In this paper, an optimized energy management scheme for Solar PV, Biogas, Vanadium Redox Flow Battery (VRFB) storage integrated grid-interactive hybrid microgrid system has been implemented using a low-cost Internet of Things (IoT) based smart communication platform. The energy monitoring and control architecture of the proposed system consists of four main parts; 1) Low-cost energy meter for real-time data acquisition for multiple renewable energy sources (Solar PV, Biomass), VRFB storage, grid and loads. 2) Monitoring, control & fault detection using Raspberry-Pi (Single Board Computer) platform and MODBUS over TCP/IP platform. 3) Cloud-based remote monitoring unit (RMU) using Message Queuing Telemetry Transport (MQTT) server and ThingSpeak Middleware. 4) Capacity measurement of biogas production along with automatic start/stop control of biogas engine-generator. 5) VRFB storage scheduling for peak demand shaving. A PSCAD simulation study has been done to realize the hybrid microgrid interconnection. The developed smart communication system performance is validated by a practical 10kW(P) solar PV, 15kVA biogas plant, 6 kWh VRFB storage integrated hybrid microgrid which satisfies peak demand management and ensures zero loss of power supply probability for dynamic load profile. Four real-life case studies have been done for the practical realization of the proposed energy management algorithm performance. Another significant contribution of this paper is the utilization of the solar PV power even during grid outage scenario at day time. It is made possible by intelligent interfacing of biogas power generator which acts as a reference AC bus for the grid-tied solar inverter and thus the available solar PV power can be used to serve the critical loads during grid outage condition. The proposed smart hybrid microgrid solution claims to be a generalized one, low cost compared to existing alternatives and applicable to satisfy scalable community energy security as well. |
format | Online Article Text |
id | pubmed-7561515 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-75615152020-10-16 Internet of things based smart energy management in a vanadium redox flow battery storage integrated bio-solar microgrid Samanta, Hiranmay Bhattacharjee, Ankur Pramanik, Moumita Das, Abhijit Bhattacharya, Konika Das Saha, Hiranmay J Energy Storage Article In this paper, an optimized energy management scheme for Solar PV, Biogas, Vanadium Redox Flow Battery (VRFB) storage integrated grid-interactive hybrid microgrid system has been implemented using a low-cost Internet of Things (IoT) based smart communication platform. The energy monitoring and control architecture of the proposed system consists of four main parts; 1) Low-cost energy meter for real-time data acquisition for multiple renewable energy sources (Solar PV, Biomass), VRFB storage, grid and loads. 2) Monitoring, control & fault detection using Raspberry-Pi (Single Board Computer) platform and MODBUS over TCP/IP platform. 3) Cloud-based remote monitoring unit (RMU) using Message Queuing Telemetry Transport (MQTT) server and ThingSpeak Middleware. 4) Capacity measurement of biogas production along with automatic start/stop control of biogas engine-generator. 5) VRFB storage scheduling for peak demand shaving. A PSCAD simulation study has been done to realize the hybrid microgrid interconnection. The developed smart communication system performance is validated by a practical 10kW(P) solar PV, 15kVA biogas plant, 6 kWh VRFB storage integrated hybrid microgrid which satisfies peak demand management and ensures zero loss of power supply probability for dynamic load profile. Four real-life case studies have been done for the practical realization of the proposed energy management algorithm performance. Another significant contribution of this paper is the utilization of the solar PV power even during grid outage scenario at day time. It is made possible by intelligent interfacing of biogas power generator which acts as a reference AC bus for the grid-tied solar inverter and thus the available solar PV power can be used to serve the critical loads during grid outage condition. The proposed smart hybrid microgrid solution claims to be a generalized one, low cost compared to existing alternatives and applicable to satisfy scalable community energy security as well. Elsevier Ltd. 2020-12 2020-10-16 /pmc/articles/PMC7561515/ /pubmed/33083501 http://dx.doi.org/10.1016/j.est.2020.101967 Text en © 2020 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Samanta, Hiranmay Bhattacharjee, Ankur Pramanik, Moumita Das, Abhijit Bhattacharya, Konika Das Saha, Hiranmay Internet of things based smart energy management in a vanadium redox flow battery storage integrated bio-solar microgrid |
title | Internet of things based smart energy management in a vanadium redox flow battery storage integrated bio-solar microgrid |
title_full | Internet of things based smart energy management in a vanadium redox flow battery storage integrated bio-solar microgrid |
title_fullStr | Internet of things based smart energy management in a vanadium redox flow battery storage integrated bio-solar microgrid |
title_full_unstemmed | Internet of things based smart energy management in a vanadium redox flow battery storage integrated bio-solar microgrid |
title_short | Internet of things based smart energy management in a vanadium redox flow battery storage integrated bio-solar microgrid |
title_sort | internet of things based smart energy management in a vanadium redox flow battery storage integrated bio-solar microgrid |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7561515/ https://www.ncbi.nlm.nih.gov/pubmed/33083501 http://dx.doi.org/10.1016/j.est.2020.101967 |
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