کنفرانس مهندسی برق ایران

صفحه اصلی / سی و دومین کنفرانس بین المللی مهندسی برق

Multi-objective Optimization of Peer-to-Peer Transactions in Arizona State University’s Microgrid by NSGA II

نویسندگان :

Pourya Shirinshahrakfard¹ Amir Abolfazl Suratgar² Mohammad Bagher Menhaj³ Gevork B. Gharehpetian⁴

1- دانشگاه صنعتی امیرکبیر 2- دانشگاه صنعتی امیرکبیر 3- دانشگاه صنعتی امیرکبیر 4- دانشگاه صنعتی امیرکبیر

کلمات کلیدی :

Microgrid،Multi-objective،Optimization،Non-dominated Sorting Genetic Algorithm

چکیده :

This study presents a novel approach to modeling and solving the multi-objective optimization problem of peer-to-peer transactions among agents within microgrids. A key innovation lies in considering each trade, including internal trades, as a decision variable, unlike prior research that focused on optimizing whole internal trades and grid exchanges. Using Arizona State University's microgrid as a case study with varying exchange rates, the study concludes that the proposed Non-dominated Sorting Genetic Algorithm II with modified mutation outperforms existing studies by finding superior solutions in select scenarios, showcasing significant advancements in optimizing microgrid transactions.

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بیشتر

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