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FUZZY BASED AUTOMATIC CONTROL SYSTEM FOR AN ELECTRIC ARC FURNACE

机译:电炉的基于模糊的自动控制系统

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This paper deals with an artificial intelligent based system using fuzzy logic controller to optimise the utilization of an electric arc furnace. The main objective of this system is to control the electrode movement to optimise the power consumption. In electric arc furnace, three graphite electrodes carry the three-phase current into the furnace. An electric arc is generated between electrode and the metal charge, which gives out heat. Fuzzy logic controller is used to maintain proper length of arc through out the melting cycle. Modular based hardware design consists of CPU, input card, output card, control & protection card and communication card. Software design consists of fuzzification using input and output fuzzy subsets, determination of membership function and strengths, fuzzy control, fuzzy rulebase and defuzzification to form a crisp set using C++ programming language. All the input signals, control and interlocks were simulated using computer and the outputs were studied. Pre-commissioning work was carried out using fuzzy controller to optimise the arc length to get optimum power. The response was found to be satisfactory when compared with the conventional control system. The advantages of this fuzzy control system are 1. Improved refractory life, increased production due to shorter melt down & low settling time. Improved process monitoring. Less energy consumption Elimination of over loading the furnaces and Reduction in consumption of carbon electrode.
机译:本文研究了一种基于人工智能的系统,该系统使用模糊逻辑控制器来优化电弧炉的利用率。该系统的主要目的是控制电极运动以优化功耗。在电弧炉中,三个石墨电极将三相电流带入炉中。电极和金属电荷之间会产生电弧,并释放出热量。模糊逻辑控制器用于在整个熔化周期内保持适当的电弧长度。基于模块化的硬件设计包括CPU,输入卡,输出卡,控制和保护卡以及通讯卡。软件设计包括使用输入和输出模糊子集的模糊化,隶属函数和强度的确定,模糊控制,模糊规则库和反模糊化,以使用C ++编程语言形成清晰的集合。使用计算机模拟所有输入信号,控制和联锁,并对输出进行研究。使用模糊控制器进行预调试工作,以优化电弧长度以获得最佳功率。与常规控制系统相比,该响应被认为是令人满意的。这种模糊控制系统的优点是:1.缩短了耐火寿命,缩短了熔化时间并缩短了沉降时间,从而提高了产量。改进的过程监控。更少的能源消耗消除了炉子的超负荷和碳电极消耗的减少。

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