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Deposit Dimension Control with Using Single Neuron Self-learning PSD Controller During Spray Forming

机译:喷射成形过程中使用单神经元自学习PSD控制器进行沉积物尺寸控制

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A single neuron self-learning PSD controller is used to perform deposit dimension control during spray forming process. Simulation results show that control performance of PSD controller is satisfied, override and steady state error are zero at three predetermined target value, and corresponding response time is short too. PSD closed-loop control experimental results show that the average deposit thickness is 5.32 mm in steady period, average error is 0.18 mm between actual size and target value 5.5 mm, maximum error is 0.28 mm, and RMS(mean square root) of error is 0.23 mm. Both simulation and experiment show that PSD controller is suitable for deposit dimension control owing to its self-learning and intelligent characteristic.
机译:单个神经元自学习PSD控制器用于在喷涂成型过程中执行沉积尺寸控制。仿真结果表明,PSD控制器的控制性能令人满意,在三个预定目标值下,超驰和稳态误差为零,相应的响应时间也很短。 PSD闭环控制实验结果表明,稳定期的平均沉积厚度为5.32 mm,实际尺寸与目标值5.5 mm之间的平均误差为0.18 mm,最大误差为0.28 mm,误差的RMS(均方根)为0.23毫米仿真和实验表明,PSD控制器具有自学习和智能的特点,适用于矿床尺寸控制。

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