通过基于MPPT-Bat和DTC的综合方法优化太阳能水系统
Abdelilah Hilali1, Mouncef El Marghichi2, Mohamed Makhad3
1Faculty of Sciences, Moulay Ismail University, Meknes, Morocco.
PloS one
|January 8, 2025
概括
这项研究提高了太阳能水系统 (SWPS) 使用最大功率点跟踪与蝙蝠Metaheuristic优化器 (MPPT-bat) 和直接扭矩控制 (DTC). 这种方法在不同的天气条件下提高了效率和水流.
科学领域:
- 可再生能源系统可再生能源系统
- 控制工程 控制工程 控制工程
- 优化算法 优化算法
背景情况:
- 太阳能水系统 (SWPS) 对于灌和供水至关重要,但由于太阳辐射的波动,它们经常面临效率挑战.
- 传统的最大功率点跟踪 (MPPT) 和电机控制方法可以在平衡跟踪速度,振荡和强度方面扎.
- 从光伏发电机 (PVG) 优化能量转换和高效的电机运行是提高SWPS性能的关键.
研究的目的:
- 通过将先进的MPPT技术与强大的电机控制策略相结合,提高SWPS的能源效率.
- 为了提高光伏发电机 (PVG) 在各种气候条件下的性能,使用蝙蝠元启发优化器 (MPPT-bat).
- 通过直接扭矩控制 (DTC) 优化感应电机的运行,通过直接扭矩控制 (DTC) 驱动,确保有效利用产生的太阳能.
主要方法:
- 实现一个最大功率点跟踪技术,使用PVG的蝙蝠元启发优化器 (MPPT-bat).
- 适用于感应电机的直接扭矩控制 (DTC),以精确管理转速和扭矩.
- 将MPPT-bat控制器与DTC合起来,用于智能电力分配和系统优化.
主要成果:
- 集成的MPPT-bat和DTC方法显著减少了跟踪误差和振荡,同时提高了跟踪速度和稳定性.
- 从PVG中优化能量提取导致更高效的旋和增加的水流率.
- 该系统在一系列模拟的气候条件下显示了持续的性能改进.
结论:
- 与传统技术相比,MPPT-bat和DTC策略的结合提供了一种优越的方法来提高SWPS的效率.
- 这种智能控制方法最大限度地利用了PVG的电能,并优化了的运行.
- 该研究证实了拟议方法在变化环境条件下提高水流量和系统可靠性的有效性.
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