基于神經(jīng)網(wǎng)絡(luò)的自動(dòng)草簾編織機(jī)鋪草程序設(shè)計(jì)與優(yōu)化
[Abstract]:Straw curtain knitting machine is a kind of mechanical equipment, which takes straw as raw material and makes straw into straw curtain, straw bag and other straw products by mechanical sewing technology. Since its emergence in the 1990s, it has developed slowly and is still in the semi-automatic stage, which can realize the mechanization of the knitting process, but it still needs to be spread by hand. Manual grass-laying work, heavy workload, poor working environment, low efficiency, uneven spread of grass. In addition, straw curtain weaving usually lasts for three to four months after rice harvest and before winter. However, grass curtain weaving areas are relatively concentrated. In the context of the current influx of rural labor forces into cities, it is easy to find jobs in the weaving season. The phenomenon of labor shortage, workers' operation level is also difficult to ensure, affected the quantity and quality of grass curtain weaving. So it is of great significance and value to develop straw curtain weaving machine with higher degree of automation and intelligence. The automatic grass laying machine realizes the grass laying process by designing the pneumatic control system and using the neural network detection inductive output signal to control the advance and backward of the cylinder so as to control the movement process of the mechanical structure and effectively complete the process of intelligent grass laying. The artificial neural network combined with the pneumatic original and the sensor constitute the whole automatic control grass laying system. The neural network can control the opening and closing of the solenoid valve according to the result of the training study and the information returned by the sensor. And then control the expansion of the cylinder to achieve the purpose of automatic grass laying. To solve the problem of uneven laying thickness of traditional straw curtain weaving machine. The neural network is combined with the original grass laying program to realize the automatic grass laying process. With the increase of labor cost year by year, the production efficiency of enterprises does not increase. The automatic grass laying control system can liberate the labor force and improve the production efficiency, at the same time, it can solve the contradiction between the market demand and the insufficient production in the factory. This paper summarizes the general development course of straw curtain weaving machine and the present situation of grass weaving and spreading part, and analyzes the problems found. That is to say, the mechanization and automation of the straw curtain knitting machine on the market is still very poor, and the important position of the automatic straw curtain knitting machine in the future grass weaving industry is put forward.
【學(xué)位授予單位】:河北科技師范學(xué)院
【學(xué)位級(jí)別】:碩士
【學(xué)位授予年份】:2017
【分類(lèi)號(hào)】:TS959.2;TP183
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