一个统一的FLC-区块链框架,用于优化多微电网系统中的碳信用交易
Nimrah Saeed1, Fushuan Wen2, Muhammad Zeshan Afzal2
1College of Electrical Engineering, Zhejiang University, Hangzhou, China. nimrah_saeed09@yahoo.com.
Scientific reports
|August 17, 2025
概括
本研究介绍了一种使用间隔类型-2模糊逻辑控制器 (IT2-FLC) 和微电网碳信用交易区块链的混合框架. 它提高了分散能源市场的效率,安全和可持续性.
科学领域:
- 可持续能源系统 可持续能源系统
- 人工智能在能源中的作用
- 区块链技术应用 区块链技术应用
背景情况:
- 微电网需要优化能源生产和碳信用交易,以实现可持续运营.
- 现有系统在不确定性下面面临的效率,安全性和适应性方面的挑战.
- 分散的能源交易和碳市场对于未来的智能电网至关重要.
研究的目的:
- 提出一个新的混合框架,用于微电网之间的碳信用交易.
- 集成间隔类型-2模糊逻辑控制器 (IT2-FLC) 和区块链技术.
- 提高微电网运营的运营效率,安全性和可持续性.
主要方法:
- 一个由三个岛屿微电网组成的框架,使用IT2-FLC进行决策.
- 实施一个连续的双重拍卖机制,以实现分散的交易.
- 通过区块链智能合约进行安全的交易结算,以进行防改的记录.
主要成果:
- 该框架成功地保持了运营平衡,并减少了碳排放.
- IT2-FLC在不确定性下表现出强大的实时控制,提高了适应性.
- 模拟证实了无信任,可扩展的协调和跨微电网的透明记录.
结论:
- 该研究在将模糊逻辑控制与区块链集成为微电网碳信用交易方面取得了重大进展.
- 拟议的框架为不确定性下的实时交易提供了弹性和可扩展的解决方案.
- 这种方法为未来的智能电网实施铺平了道路,专注于可持续性和效率.
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