An LTE-based Smart Grid System for Renewable Energy Utilization Management
Mariam EL-Hussien Ibrahim Mahmoud;
Abstract
Renewable energy generation facilities are usually located in areas far away from regular urban infrastructure e.g. in deserts. The management and control of such facilities within the smart grid are controlled by an intermediate supervisory controller that decides the time of using certain sources to balance demand and generation of the electricity. For this to occur, a communication system needs to be used to ensure the robust exchange of the necessary control and management messages among the constituent elements.
In this thesis, a Long Term Evolution (LTE)-based priority- and delay-oriented multicast scheduling technique has been proposed that is designed specifically for smart grid management purposes and needs. Evolved Multimedia Broadcast Multicast service (eMBMS) is used to ensure that the renewable energy sources are coordinated in performing the same action within a certain time constraint to avoid shortages in the system. The proposed technique has been evaluated and compared with other general purpose multicast scheduling techniques. The schedulers are evaluated using the deadline missing percentage and throughput as the performance metrics.
Simulation results showed that the proposed scheduler offers an enhanced performance over other techniques in scheduling smart grid traffic while maintaining good performance for other real-time traffic within the network. In addition, the proposed technique improves the deadline missing percentage by 50% over the general-purpose multicast techniques as far as smart grid traffic is concerned. Moreover, it performs approximately 18% better than the general purpose techniques with other real-time network traffic. Hence, the regular network traffic is not affected negatively by the way the new technique handles the smart grid traffic.
In this thesis, a Long Term Evolution (LTE)-based priority- and delay-oriented multicast scheduling technique has been proposed that is designed specifically for smart grid management purposes and needs. Evolved Multimedia Broadcast Multicast service (eMBMS) is used to ensure that the renewable energy sources are coordinated in performing the same action within a certain time constraint to avoid shortages in the system. The proposed technique has been evaluated and compared with other general purpose multicast scheduling techniques. The schedulers are evaluated using the deadline missing percentage and throughput as the performance metrics.
Simulation results showed that the proposed scheduler offers an enhanced performance over other techniques in scheduling smart grid traffic while maintaining good performance for other real-time traffic within the network. In addition, the proposed technique improves the deadline missing percentage by 50% over the general-purpose multicast techniques as far as smart grid traffic is concerned. Moreover, it performs approximately 18% better than the general purpose techniques with other real-time network traffic. Hence, the regular network traffic is not affected negatively by the way the new technique handles the smart grid traffic.
Other data
| Title | An LTE-based Smart Grid System for Renewable Energy Utilization Management | Other Titles | نظام الشبكة الذكية القائم على تقنية LTE لإدارة استخدام الطاقة المتجددة | Authors | Mariam EL-Hussien Ibrahim Mahmoud | Issue Date | 2019 |
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