国产欧美精品一区二区,中文字幕专区在线亚洲,国产精品美女网站在线观看,艾秋果冻传媒2021精品,在线免费一区二区,久久久久久青草大香综合精品,日韩美aaa特级毛片,欧美成人精品午夜免费影视

基于差分進(jìn)化的伺服電機自抗擾控制
DOI:
CSTR:
作者:
作者單位:

西安建筑科技大學(xué) 建筑設備科學(xué)與工程學(xué)院

作者簡(jiǎn)介:

通訊作者:

中圖分類(lèi)號:

基金項目:


Active disturbance rejection control of servo motor based on differential evolution
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 圖/表
  • |
  • 訪(fǎng)問(wèn)統計
  • |
  • 參考文獻
  • |
  • 相似文獻
  • |
  • 引證文獻
  • |
  • 資源附件
  • |
  • 文章評論
    摘要:

    在對伺服電機實(shí)際控制中,存在外部未知干擾導致被控對象模型不準確,考慮電機運行過(guò)程中的摩擦模型,提出一種基于差分進(jìn)化的伺服電機自抗擾控制技術(shù),得到改進(jìn)后的自抗擾控制框圖。通過(guò)對自抗擾控制中參數的動(dòng)態(tài)整定,對比了基于差分進(jìn)化算法(DE-ADRC)、自抗擾控制算法(DERC)、PID算法的跟蹤誤差,結果顯示DE-ADRC算法具有明顯優(yōu)勢,較ADRC算法、PID算法,跟蹤誤差分別降低了54%和49%。為了證明DE-ADRC算法的魯棒性,利用蒙特卡羅統計學(xué)算法對控制對象進(jìn)行仿真,以超調量、調節時(shí)間和誤差絕對值積分為控制性能評估指標,仿真結果顯示相比較于其他兩種算法,提出的DE-ADRC算法具有較強的魯棒性和系統抗干擾能力,對伺服電機在實(shí)際工程中的應用提供了基礎。

    Abstract:

    In the actual control of the servo motor, there is an unknown external interference that causes the controlled object model to be inaccurate. At the same time, considering the friction model during the click operation, a servo motor auto-disturbance rejection control technology based on differential evolution is proposed, which has been improved Active disturbance rejection control, through the dynamic adjustment of the parameters kp and kd in the active disturbance rejection control, the tracking errors based on the differential evolution algorithm (DE-ADRC), the active disturbance rejection control algorithm (DERC), and the PID algorithm are compared. -ADRC algorithm has obvious advantages. Compared with ADRC algorithm and PID algorithm, the tracking error is reduced by 54% and 49% respectively. In order to prove the robustness of the DE-ADRC algorithm, the Monte Carlo statistical algorithm is used to simulate the control object, and the overshoot, adjustment time and IAE are used as evaluation indicators. The simulation results show that compared with the other two algorithms, the proposed algorithm The DE-ADRC algorithm has strong robustness and system anti-interference ability, which provides a foundation for the application of servo motors in actual engineering.

    參考文獻
    相似文獻
    引證文獻
引用本文

趙蕾,白甲麗.基于差分進(jìn)化的伺服電機自抗擾控制計算機測量與控制[J].,2021,29(11):88-94.

復制
分享
文章指標
  • 點(diǎn)擊次數:
  • 下載次數:
  • HTML閱讀次數:
  • 引用次數:
歷史
  • 收稿日期:2021-03-20
  • 最后修改日期:2021-05-07
  • 錄用日期:2021-05-07
  • 在線(xiàn)發(fā)布日期: 2021-11-22
  • 出版日期:
文章二維碼
眉山市| 理塘县| 潜江市| 赣州市| 黄浦区| 玉门市| 谷城县| 锡林浩特市| 隆化县| 山西省| 山阳县| 浪卡子县| 新化县| 璧山县| 岳西县| 汉源县| 左权县| 抚州市| 上蔡县| 阳城县| 玛纳斯县| 和林格尔县| 龙游县| 商城县| 西平县| 丘北县| 汕尾市| 灵台县| 蒙山县| 莱阳市| 甘洛县| 汉寿县| 四子王旗| 青河县| 西城区| 木里| 正宁县| 长宁区| 依安县| 日喀则市| 泊头市|