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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沼气与光伏混合系统测控系统

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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:如今,沼气和光伏系统形式的可再生能源已被许多农村家庭和农场广泛用作基准或补充能源。这些能源系统通常是独立的或单独存在的,缺乏监控且独立运行。有必要开发一种将这些能量整合到沼气和光伏混合系统中的测量和控制系统,以实现安全,最佳的能量利用。本文针对沼气和光伏混合系统,开发了一种基于模糊逻辑算法的测控系统。该系统的总体目标是开发一种方法,以优化混合沼气和光伏系统的输出能力。为了实现该目标,由于涉及的能量产生过程的复杂性以及解决模糊逻辑算法的非线性动力学的强大智能能力,因此选择模糊逻辑算法并将其用于混合沼气和光伏能量的测量和控制。为每个测量和控制单元开发了模糊逻辑算法。基于MPLABX(一种集成开发环境(IDE)),已使用C源代码进行了一些仿真,仿真结果表明使用模糊逻辑算法预测系统故障,对系统故障进行故障排除以及控制甲烷和光伏发电的效率电力输出水平。

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