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صفحه اصلی
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سی و چهارمین کنفرانس بین المللی مهندسی برق
A Privacy-Aware Scheduling Algorithm for Demand Response in Smart Grids Using Hybrid Cloud Computing
نویسندگان :
Malihe Hariri
1
Hamid Abrishami
2
Vahid Baghishani
3
1- DePaul University
2- شرکت توزیع برق خراسان رضوی
3- شرکت توزیع برق خراسان رضوی
کلمات کلیدی :
Smart Grid،Hybrid Cloud Computing،Energy Consumption،Privacy
چکیده :
Smart grids must balance energy efficiency with strong data privacy, especially when using cloud-based systems for demand response. In this paper, PHEGAS, a privacy-aware greedy scheduling algorithm is proposed that optimizes energy distribution while protecting user data. The algorithm uses a hybrid cloud architecture, where sensitive information is handled in a private cloud and heavy computations are offloaded to a public cloud. Tasks are prioritized by criticality, energy use, and real-time cost, allowing dynamic scheduling and cost reduction. A fallback mechanism ensures continuous operation when public cloud resources are limited. Privacy is preserved through anonymization and AES-256 encryption. Simulation results showed that PHEGAS reduced energy consumption, minimized cost, and maintained privacy, demonstrating its effectiveness and scalability for modern smart grids.
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بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 44.7.2
