A Concept for a Self-Sufficient Off-Grid and Backup Solutions for Power Supply and Grid Stabilization in Rural Areas with Wind-Solar-Hydropower for Central Asia
The purpose of this work is to present a concept how to realize a decentral energy-efficient and selfsufficient energy supply system, consisting of a wind-photovoltaic (PV) or PV- micro-hydro power plants for a stable local energy supply. This comprises of subsystems for controlling the energy flows...
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| Format: | Article |
| Language: | English |
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Anhalt University of Applied Sciences
2019-03-01
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| Series: | Proceedings of the International Conference on Applied Innovations in IT |
| Subjects: | |
| Online Access: | https://icaiit.org/paper.php?paper=7th_ICAIIT_2/1 |
| _version_ | 1827921095963967488 |
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| author | Eduard Siemens Stephan Krause Sebastian Dittmann Claus Wittmann Jose Palacios |
| author_facet | Eduard Siemens Stephan Krause Sebastian Dittmann Claus Wittmann Jose Palacios |
| author_sort | Eduard Siemens |
| collection | DOAJ |
| description | The purpose of this work is to present a concept how to realize a decentral energy-efficient and selfsufficient energy supply system, consisting of a wind-photovoltaic (PV) or PV- micro-hydro power plants for a stable local energy supply. This comprises of subsystems for controlling the energy flows between power generators and consumers, sensor networks for keeping energy balance and to predict failures in particular subsystems (so called predictive maintenance), and optimization of energy demand tailored to remote areas in Central Asia. The energy production of this self-sufficient system shall be based on regenerative energy sources only such as wind, hydro and photovoltaic. The system will be supported by an appropriate energy storage system with, e.g., lithium ion or lead-gel or even lead-acid batteries. This study presents a higher-level management system based on IIoT networks and machine learning methods which control the individual energy generators (wind, hydro and photovoltaic) together with the connected consumers (load management) to avoid peak loads and to trigger suitable processes in case of energy surplus or deficiency. The dimensioning of each subsystem has to consider specific local energy demands and specific climate conditions with dedicated forecasting and machine learning methods. |
| first_indexed | 2024-03-13T04:22:07Z |
| format | Article |
| id | doaj.art-c381c9183c604c2599fd3c9e2d00b1ed |
| institution | Directory Open Access Journal |
| issn | 2199-8876 |
| language | English |
| last_indexed | 2024-03-13T04:22:07Z |
| publishDate | 2019-03-01 |
| publisher | Anhalt University of Applied Sciences |
| record_format | Article |
| series | Proceedings of the International Conference on Applied Innovations in IT |
| spelling | doaj.art-c381c9183c604c2599fd3c9e2d00b1ed2023-06-20T09:14:50ZengAnhalt University of Applied SciencesProceedings of the International Conference on Applied Innovations in IT2199-88762019-03-017216http://dx.doi.org/10.25673/33310 A Concept for a Self-Sufficient Off-Grid and Backup Solutions for Power Supply and Grid Stabilization in Rural Areas with Wind-Solar-Hydropower for Central AsiaEduard Siemens0https://orcid.org/0000-0002-2986-3614Stephan Krause1Sebastian Dittmann2https://orcid.org/0000-0002-1423-011XClaus Wittmann3Jose Palacios4Anhalt University of Applied Science, Bernburger Str. 55, Köthen, GermanyFraunhofer-Center for Silicon Photovoltaics, Otto-Eißfeldt Str. 12, Halle, GermanyAnhalt University of Applied Science, Bernburger Str. 55, Köthen, Germany / Fraunhofer-Center for Silicon Photovoltaics, Otto-Eißfeldt Str. 12, Halle, GermanyKORA Industrie-Elektronik GmbH, Brigitta Str. 26, Hambühren, GermanyAnhalt University of Applied Science, Bernburger Str. 55, Köthen, GermanyThe purpose of this work is to present a concept how to realize a decentral energy-efficient and selfsufficient energy supply system, consisting of a wind-photovoltaic (PV) or PV- micro-hydro power plants for a stable local energy supply. This comprises of subsystems for controlling the energy flows between power generators and consumers, sensor networks for keeping energy balance and to predict failures in particular subsystems (so called predictive maintenance), and optimization of energy demand tailored to remote areas in Central Asia. The energy production of this self-sufficient system shall be based on regenerative energy sources only such as wind, hydro and photovoltaic. The system will be supported by an appropriate energy storage system with, e.g., lithium ion or lead-gel or even lead-acid batteries. This study presents a higher-level management system based on IIoT networks and machine learning methods which control the individual energy generators (wind, hydro and photovoltaic) together with the connected consumers (load management) to avoid peak loads and to trigger suitable processes in case of energy surplus or deficiency. The dimensioning of each subsystem has to consider specific local energy demands and specific climate conditions with dedicated forecasting and machine learning methods.https://icaiit.org/paper.php?paper=7th_ICAIIT_2/1decentralized energy systemscentral asiapv systemsmicro-wind-power stationsiiot |
| spellingShingle | Eduard Siemens Stephan Krause Sebastian Dittmann Claus Wittmann Jose Palacios A Concept for a Self-Sufficient Off-Grid and Backup Solutions for Power Supply and Grid Stabilization in Rural Areas with Wind-Solar-Hydropower for Central Asia Proceedings of the International Conference on Applied Innovations in IT decentralized energy systems central asia pv systems micro-wind-power stations iiot |
| title | A Concept for a Self-Sufficient Off-Grid and Backup Solutions for Power Supply and Grid Stabilization in Rural Areas with Wind-Solar-Hydropower for Central Asia |
| title_full | A Concept for a Self-Sufficient Off-Grid and Backup Solutions for Power Supply and Grid Stabilization in Rural Areas with Wind-Solar-Hydropower for Central Asia |
| title_fullStr | A Concept for a Self-Sufficient Off-Grid and Backup Solutions for Power Supply and Grid Stabilization in Rural Areas with Wind-Solar-Hydropower for Central Asia |
| title_full_unstemmed | A Concept for a Self-Sufficient Off-Grid and Backup Solutions for Power Supply and Grid Stabilization in Rural Areas with Wind-Solar-Hydropower for Central Asia |
| title_short | A Concept for a Self-Sufficient Off-Grid and Backup Solutions for Power Supply and Grid Stabilization in Rural Areas with Wind-Solar-Hydropower for Central Asia |
| title_sort | concept for a self sufficient off grid and backup solutions for power supply and grid stabilization in rural areas with wind solar hydropower for central asia |
| topic | decentralized energy systems central asia pv systems micro-wind-power stations iiot |
| url | https://icaiit.org/paper.php?paper=7th_ICAIIT_2/1 |
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