基于神經(jīng)元的瓦楞橫切機實時控制系統(tǒng)設(shè)計
發(fā)布時間:2018-08-15 16:54
【摘要】:對基于瓦楞橫切機的交流伺服控制系統(tǒng)進行數(shù)學(xué)建模并進行理論分析。為解決瓦楞機上位機操作系統(tǒng)實時性能差的缺點并提高控制系統(tǒng)的控制精度,系統(tǒng)采用"Windows+RTX"作為瓦楞機的上位機軟件運行平臺。DSP作為目標嵌入式,利用雙口RAM實現(xiàn)數(shù)據(jù)交互,控制系統(tǒng)采用神經(jīng)元PID的控制算法,使控制系統(tǒng)具有良好的自學(xué)習(xí)能力、響應(yīng)速度快、超調(diào)量小等優(yōu)點。試驗結(jié)果表明,采用此方案,控制系統(tǒng)自動化程度高、切割精度高、性能穩(wěn)定。
[Abstract]:Mathematical modeling and theoretical analysis of AC servo control system based on corrugated crosscutting machine are carried out. In order to solve the shortcoming of poor real-time performance of the upper computer operating system of corrugated machine and improve the control precision of the control system, the system adopts "Windows RTX" as the software running platform of the corrugated machine, and uses dual-port RAM to realize the data exchange. The control system adopts the control algorithm of neural PID, which makes the control system have the advantages of good self-learning ability, fast response speed and small overshoot. The experimental results show that the control system has the advantages of high automation, high cutting precision and stable performance.
【作者單位】: 南陽理工學(xué)院電子與電氣工程學(xué)院;北京理工大學(xué)爆炸科學(xué)與技術(shù)國家重點實驗室;
【基金】:國家自然科學(xué)基金項目:變摻雜NEA GaN光電陰極材料特性與量子效率理論研究(61371058)
【分類號】:TP273;TS736
,
本文編號:2184833
[Abstract]:Mathematical modeling and theoretical analysis of AC servo control system based on corrugated crosscutting machine are carried out. In order to solve the shortcoming of poor real-time performance of the upper computer operating system of corrugated machine and improve the control precision of the control system, the system adopts "Windows RTX" as the software running platform of the corrugated machine, and uses dual-port RAM to realize the data exchange. The control system adopts the control algorithm of neural PID, which makes the control system have the advantages of good self-learning ability, fast response speed and small overshoot. The experimental results show that the control system has the advantages of high automation, high cutting precision and stable performance.
【作者單位】: 南陽理工學(xué)院電子與電氣工程學(xué)院;北京理工大學(xué)爆炸科學(xué)與技術(shù)國家重點實驗室;
【基金】:國家自然科學(xué)基金項目:變摻雜NEA GaN光電陰極材料特性與量子效率理論研究(61371058)
【分類號】:TP273;TS736
,
本文編號:2184833
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