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基于輸入模糊化的農(nóng)用履帶機(jī)器人自適應(yīng)滑??刂?/div>
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國家自然科學(xué)基金資助項(xiàng)目(51305004,、31371533),、安徽省教育廳自然科學(xué)基金資助項(xiàng)目(KJ2014A074),、安徽省教育廳質(zhì)量工程資助項(xiàng)目(2014jyxm091,、2014tszy090)和安徽農(nóng)業(yè)大學(xué)博士啟動基金資助項(xiàng)目


Self-adaptive Sliding Mode Control Based on Input Fuzzy for Agricultural Tracked Robot
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    摘要:

    針對農(nóng)用履帶機(jī)器人控制系統(tǒng)易受到參數(shù)懾動和外部擾動影響的特點(diǎn),將模糊理論與滑??刂平Y(jié)合起來,,提出了基于模糊邏輯的自適應(yīng)滑模控制,,以提高控制精度與穩(wěn)定性,。首先,推演了履帶機(jī)器人運(yùn)動學(xué)模型,,分析了模型的特點(diǎn),。其次,設(shè)計(jì)了一種含有積分項(xiàng)的滑模面,,構(gòu)建了基于等效控制和切換控制的模糊滑模自適應(yīng)控制,既保留了滑??刂频目焖傩院汪敯粜?,又很好地抑制了抖振,。仿真與實(shí)驗(yàn)結(jié)果表明,與常規(guī)的滑??刂品椒ㄏ啾?,該控制不僅對外部擾動及參數(shù)攝動具有較強(qiáng)的自適應(yīng)性和魯棒性,而且具有動態(tài)響應(yīng)快,、跟蹤性能好的特點(diǎn),,適用于履帶機(jī)器人控制系統(tǒng)。

    Abstract:

    Aiming at the characteristics of parameter perturbations and the effect of disturbance outside in agricultural tracked robot control system, a self-adaptive fuzzy sliding mode control was proposed based on fuzzy logic theory to improve the control precision and stability, which combined sliding mode control with fuzzy theory. Firstly, the motion equation of agricultural tracked robot was derived and analyzed. Secondly, an integral sliding mode surface was proposed, and an adaptive fuzzy sliding mode control was designed based on equivalent efficiency control and switching control, which held the celerity and robustness of sliding mode control and also weakened the buffeting very well. The simulation and test results showed that compared with conventional sliding mode control method, the proposed control possessed the advantages of good adaptability and robustness to outside disturbances and parameter uncertainty, and also had fast dynamic response and well tracking performance, which was feasible for agricultural tracked robot controlling system.

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焦俊,孔文,王強(qiáng),陳黎卿,辜麗川,高雅.基于輸入模糊化的農(nóng)用履帶機(jī)器人自適應(yīng)滑??刂芠J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2015,46(6):14-19,13. Jiao Jun, Kong Wen, Wang Qiang, Chen Liqing, Gu Lichuan, Gao Ya. Self-adaptive Sliding Mode Control Based on Input Fuzzy for Agricultural Tracked Robot[J]. Transactions of the Chinese Society for Agricultural Machinery,2015,46(6):14-19,13.

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  • 收稿日期:2015-01-27
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  • 在線發(fā)布日期: 2015-06-10
  • 出版日期: 2015-06-10
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