统一环境用于实时控制混合能源系统,使用数字双胞胎和物联网方法
Lamine Chalal1,2, Allal Saadane1, Ahmed Rachid2
1Icam School of Engineering, Lille Campus, 6 Rue Auber, B.P 10079, CEDEX, 59016 Lille, France.
Sensors (Basel, Switzerland)
|July 8, 2023
概括
本研究介绍了一种使用物联网 (IoT) 和数字双胞胎 (DT) 技术的创新框架,以增强独立光伏系统的实时能源管理. 开发的数字双胞胎系统证明了自主可再生能源发电的运营效率提高.
科学领域:
- 可再生能源系统可再生能源系统
- 控制系统工程 控制系统工程
- 物联网的物联网,就是物联网.
背景情况:
- 气候变化和能源危机正在推动可再生能源的采用.
- 由于间歇性,可再生能源需要复杂的能源管理系统 (EMS) 和储存.
- 系统复杂性需要先进的软件和硬件用于数据采集和优化.
研究的目的:
- 建议在独立光伏系统中提供实时能源管理的新框架.
- 利用物联网 (IoT) 和数字双胞胎 (DT) 技术来增强系统运行.
- 为了验证自主光伏系统数字双胞胎方法的效率.
主要方法:
- 使用的能量宏观表示 (EMR) 形式主义和数字双胞胎 (DT) 范式.
- 开发了一种双向数据通信数字双胞胎,集成物理系统及其数字模型.
- 在 MATLAB Simulink 中将数字复制品和物联网设备结合起来,形成一个统一的软件环境.
主要成果:
- 实验测试验证了开发的数字双胞胎的有效性.
- 该框架展示了在自主光伏系统中改进实时能源管理的潜力.
- 物联网和DT的整合为管理复杂的可再生能源系统提供了强大的解决方案.
结论:
- 拟议的数字双胞胎框架与物联网相结合,为优化独立光伏系统提供了可行的解决方案.
- 这种方法解决了可再生能源管理中间歇性和复杂性的挑战.
- 该研究强调了物联网和数字技术在可再生能源运营中的创新应用的成熟程度.
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