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Maximum power point tracking (MPPT) control of pressure retarded osmosis (PRO) salinity power plant : development and comparison of different techniques

机译:盐分发电厂的最大功率点跟踪(MPPT)控制:不同技术的开发和比较

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摘要

This paper presents two new methods for the maximum power point tracking (MPPT) control of a pressure retarded osmosis (PRO) salinity power plant, including mass feedback control (MFC) and fuzzy logic control (FLC). First, a brief overview of perturb & observe (P&O) and incremental mass resistance (IMR) control is given as those two methods have already demonstrated their merit in good control performance. Then, two new methods employing variable-step strategy, MFC and FLC, are proposed to address the trade-off relationship between rise-time and oscillation of P&O and IMR. Genetic algorithm (GA) is used for finding the optimum parameters of membership functions of FLC. From the case-study of start-up of the PRO adopting MPPT control, MFC and FLC have shown faster convergence to the target performance without oscillation compared with P&O and IMR. These four MPPT techniques are further evaluated in case-studies of state transitions of the PRO due to operational fluctuations. It is proven that the MPPT using FLC and modified MFC has better performance than the other two methods. Finally, the paper reports a comparison of major characteristics of the four MPPT methods, which could be considered as guidance for selecting a MPPT technique for the PRO in practice.
机译:本文介绍了两种新的方法来控制压差渗透(PRO)盐度发电厂的最大功率点跟踪(MPPT),包括质量反馈控制(MFC)和模糊逻辑控制(FLC)。首先,简要介绍了扰动与观察(P&O)和增量质量阻力(IMR)控制,因为这两种方法已经证明了其良好控制性能的优点。然后,提出了两种采用可变步长策略的新方法,即MFC和FLC,以解决P&O和IMR的上升时间与振荡之间的权衡关系。遗传算法(GA)用于找到FLC隶属函数的最佳参数。从采用MPPT控制的PRO的启动案例研究来看,与P&O和IMR相比,MFC和FLC可以更快地收敛到目标性能而不会出现振荡。在由于操作波动而引起的PRO状态转换的案例研究中,将进一步评估这四种MPPT技术。事实证明,使用FLC和改进的MFC的MPPT具有比其他两种方法更好的性能。最后,本文报告了四种MPPT方法的主要特征的比较,这可以作为在实践中为PRO选择MPPT技术的指导。

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