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Performance analysis of a solar cooling system using self tuning fuzzy-PID control with TRNSYS

机译:带有TRNSYS的自调节模糊PID控制的太阳能冷却系统的性能分析

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摘要

Considering the vision of covering as much as possible of global energy demand with high renewable energy fraction, our aim was to improve energy efficiency of a solar cooling system by innovative combination of optimized solar cooling, storage techniques and absorption chiller with highly developed techniques for control using known tools: TRNSYS and Matlab with Simulink. In this article we focus on the investigation of the accurate and robust control techniques which are flexible to all operating conditions of the system and in the same time improve energy efficiency and reliability. PID and fuzzy-PID methods are analyzed and compared by evaluating their performances on a solar cooling system, applied to an apartment house simulated with TRNSYS. PID is a traditional technique, considered accurate and simple; its main drawback occurs when applying it to transient system because of the linear characteristic and fixed parameters of controller. Therefore, a self - tuning procedure using fuzzy logic has been implemented to adapt the PID controller parameters according to state of the system. The control techniques evaluation and the system performance assessment have been done through TRNSYS and Matlab simulation. Here we present the methods of control used from the prospective of control sensitivity, quickness of reaction and complexity point of view. In the same time we will spot the influences on the performance of system when using the two control techniques. Later the model could be included in modules' library of TRNSYS.
机译:考虑到尽可能多的全球能源需求与高可再生能源部分尽可能多的涵盖的愿景,我们的目的是通过优化的太阳能冷却,储存技术和吸收冷却器的创新组合提高太阳能冷却系统的能效,具有高度发达的控制技术使用已知工具:Trnsys和Matlab与Simulink。在本文中,我们专注于对系统所有操作条件灵活的准确和坚固控制技术的调查,同时提高能源效率和可靠性。通过评估其在太阳能冷却系统上的性能进行分析和模糊PID方法,应用于用Trnsys模拟的公寓。 PID是一种传统技术,被认为准确和简单;由于控制器的线性特性和固定参数,将其应用于瞬态系统时发生其主要缺点。因此,已经实现了使用模糊逻辑的自学过程来根据系统的状态来调整PID控制器参数。通过TRNSYS和MATLAB仿真完成了控制技术评估和系统性能评估。在这里,我们介绍了从对照敏感度,反应的快速度和复杂性观点来看使用的控制方法。同时我们将发现使用两种控制技术时系统的性能的影响。后来模型可以包含在Trnsys的模块中。

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