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Fuzzy Logic Algorithms Based Measurement and Control System for Intermixed Biogas and Photovoltaic Systems

机译:基于模糊逻辑算法的混合沼气和光伏系统的测量和控制系统

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Renewable energies in the form of biogas and photovoltaic systems are now widely adopted as baseline or complimentary energies for many rural households and farms. Often these energy systems stand alone or exist alone, and they are lack of monitoring and are independently operated. It is necessary to develop a measurement and control system for integrating these energies into an intermixed biogas and photovoltaic system, which can achieve safe and optimal usage of the energy. In this paper, a fuzzy logic algorithm based measurement and control system is developed for the intermixed biogas and photovoltaic system. The overall objective of this system is to evolve an approach to optimize the output capabilities of intermixed biogas and photovoltaic systems. To achieve this objective, the fuzzy logic algorithms are chosen and used for the measurement and control of the intermixed biogas and photovoltaic energies due to the complexity of the energy generation processes involved and the powerful intelligent ability solving nonlinear dynamics of fuzzy logic algorithms. Fuzzy logic algorithms are developed for each measurement and control unit. Based on MPLABX, which is an Integrated Development Environment (IDE), some simulations have been done using C source codes, and the simulation results show the efficiency of using fuzzy logic algorithms to predict system failures, troubleshoot system faults, and control methane and photovoltaic electricity output levels.
机译:在沼气和光伏系统的形式可再生能源现在被广泛作为基准或免费能的许多农村家庭和农场采用。通常,这些能源系统独立或单独存在,它们是缺乏监督和独立操作。有必要开发一种测量和控制系统,用于这些能量集成到混合沼气和光伏系统,从而可以实现能量的安全和最佳的使用。在本文中,模糊逻辑算法基于测量和控制系统的混杂沼气和光伏系统开发的。这个系统的总体目标是发展,以优化混合沼气和光伏系统的输出能力的方法。为实现这一目标,模糊逻辑算法的选择和用于混合沼气和光伏能量的测量和控制,由于所涉及的能量产生过程的复杂性和强大的智能能力解决的模糊逻辑算法非线性动力学。模糊逻辑算法对于每个测量和控制单元显影。基于MPLABX,这是一个集成开发环境(IDE),一些模拟已经使用的C源代码已经完成,仿真结果示出了使用模糊逻辑的算法来预测系统故障,排除系统故障的效率,并控制甲烷和光伏发电量水平。

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