Hybrid electricity management system for residential power block applications
Rabia Tehseen, Uzma Omer, Abdul Razzaq Hamraz, Anam Mustaqeem, Nosheen Sabahat, Nosheen Qamar · 2026
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Description
Rabia Tehseen and five colleagues present Electric_Fed in 2026, a decentralized system letting homes in a residential block forecast and trade electricity among themselves. Developing countries face chronic power shortages, and sharing local surplus could cut grid dependence. Privacy rules out simply pooling household data.
Their model trains a shared forecasting system through federated learning, where devices learn locally and share only model updates. A central server spots surplus and shortage homes, then blockchain smart contracts settle peer-to-peer trades transparently. Using a year of production and consumption data, the system met 89.2 percent of the region's electricity need in tests. Two example clients reached full self-sufficiency through trades.
Catalog record
| CREATOR | Rabia Tehseen, Uzma Omer, Abdul Razzaq Hamraz, Anam Mustaqeem, Nosheen Sabahat, Nosheen Qamar |
|---|---|
| YEAR | 2026 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 93680 |
| LICENSE | https://creativecommons.org/licenses/by/4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |