南京理工大学学报(自然科学版)
南京理工大學學報(自然科學版)
남경리공대학학보(자연과학판)
JOURNAL OF NANJING UNIVERSITY OF SCIENCE AND TECHNOLOGY
2014年
2期
216-221
,共6页
冷带轧机%板厚控制系统%模糊预测控制%广义预测控制%T-S模糊模型
冷帶軋機%闆厚控製繫統%模糊預測控製%廣義預測控製%T-S模糊模型
랭대알궤%판후공제계통%모호예측공제%엄의예측공제%T-S모호모형
cold rolling mill%automatic gauge control system%fuzzy predictive control%generalized predictive control%T-S fuzzy model
为了提高板厚控制系统的智能化程度,提出了基于T-S模糊模型的冷带轧机板厚控制系统模糊预测控制策略。在板厚控制系统T-S模糊模型辨识的基础上,采用基于广义预测控制的模糊预测控制算法求解控制律,弥补了规则型模糊控制器的不足。利用板厚控制系统T-S模糊模型离线求解模糊预测控制器的规则库,采用强度转移法求解输入信号相对于规则库的隶属度函数值,避免了Diophantine方程的在线递推求解,降低了控制算法的复杂性,提高了实时性。轧制试验结果表明,所提出的控制策略有效改善了板厚控制系统的性能,提高了冷轧带钢的板厚控制精度。
為瞭提高闆厚控製繫統的智能化程度,提齣瞭基于T-S模糊模型的冷帶軋機闆厚控製繫統模糊預測控製策略。在闆厚控製繫統T-S模糊模型辨識的基礎上,採用基于廣義預測控製的模糊預測控製算法求解控製律,瀰補瞭規則型模糊控製器的不足。利用闆厚控製繫統T-S模糊模型離線求解模糊預測控製器的規則庫,採用彊度轉移法求解輸入信號相對于規則庫的隸屬度函數值,避免瞭Diophantine方程的在線遞推求解,降低瞭控製算法的複雜性,提高瞭實時性。軋製試驗結果錶明,所提齣的控製策略有效改善瞭闆厚控製繫統的性能,提高瞭冷軋帶鋼的闆厚控製精度。
위료제고판후공제계통적지능화정도,제출료기우T-S모호모형적랭대알궤판후공제계통모호예측공제책략。재판후공제계통T-S모호모형변식적기출상,채용기우엄의예측공제적모호예측공제산법구해공제률,미보료규칙형모호공제기적불족。이용판후공제계통T-S모호모형리선구해모호예측공제기적규칙고,채용강도전이법구해수입신호상대우규칙고적대속도함수치,피면료Diophantine방정적재선체추구해,강저료공제산법적복잡성,제고료실시성。알제시험결과표명,소제출적공제책략유효개선료판후공제계통적성능,제고료랭알대강적판후공제정도。
The fuzzy predictive control strategy is provided to improve the intelligent level of the automatic gauge control system of the cold rolling mill based on the T-S fuzzy model. After the T-S fuzzy model identification of the automatic gauge control system, the control rule is gained by the fuzzy predictive control algorithm based on the generalized predictive control and the shortage of the regulation fuzzy controller is overcomed. The T-S fuzzy model of the automatic gauge control system is used to gain the rule base of the fuzzy predictive control offline. The intensity-transferring method is adopted to get the value of membership grade function between the input and the rule base, the online calculation of Diophantine equation is avoided,the complexity of algorithm is reduced,and the timeliness is improved. Rolling experimental results show that the control strategy improves the performance of the automatic gauge control system and the gauge control precision of the cold rolling strip.