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Fuzzy Control of Partial Fan in Heading Laneway

机译:掘进巷道局部风机的模糊控制

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摘要

Air flow character and gas mathematical mode of heading laneway in coalmine is researched in detail to tackle with normal ventilation and gas discharging problem. Combining with ventilation requirements and safety regulation in coalmine, control strategy which aims at both safety and energy saving is established at length. Moreover, conventional double fuzzy control model is found to carry out two work mode, normal ventilation and gas discharging. Since four input signals affect output in different degree, three layers BP neural network is employed to compute weight. Direct torque control style is applied to perform speed adjusting of partial fan. In order to testify the control strategy, an experiment platform including DSP and IPM is founded. The experiment results show that the control strategy is effective to fulfill the function of ventilation and gas discharge in heading laneway.
机译:为了解决正常通风和瓦斯涌出问题,详细研究了煤矿掘进巷道的气流特征和瓦斯数学模型。结合煤矿的通风要求和安全法规,确定了既安全又节能的控制策略。此外,发现传统的双重模糊控制模型执行两种工作模式,正常通风和排气。由于四个输入信号在不同程度上影响输出,因此采用三层BP神经网络来计算权重。直接转矩控制方式适用于部分风扇的速度调节。为了验证控制策略,建立了包括DSP和IPM的实验平台。实验结果表明,该控制策略能够有效地实现掘进巷道的通风和排烟功能。

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